From 4aa9ae3d46566f9b9a7bd307fbac32e914fcb56d Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Tue, 6 Jun 2017 09:27:26 -0400 Subject: [PATCH 01/44] start of DeepGaze1 Module, aim to realize basic functionality, code style and comment will be handled later\nFinish module design\nWorking on realizing training function and fixing saliency map computing bugs\n --- OpenCVTest/.cproject | 184 ++ OpenCVTest/.project | 27 + OpenCVTest/.settings/language.settings.xml | 25 + .../org.eclipse.cdt.codan.core.prefs | 67 + OpenCVTest/Debug/OpenCVTest | Bin 0 -> 887088 bytes OpenCVTest/Debug/makefile | 59 + OpenCVTest/Debug/objects.mk | 8 + OpenCVTest/Debug/sources.mk | 27 + OpenCVTest/Debug/src/DeepGaze1.d | 3 + OpenCVTest/Debug/src/DeepGaze1.o | Bin 0 -> 1290440 bytes OpenCVTest/Debug/src/main.d | 3 + OpenCVTest/Debug/src/main.o | Bin 0 -> 970992 bytes OpenCVTest/Debug/src/subdir.mk | 27 + OpenCVTest/bvlc_googlenet.prototxt | 2156 +++++++++++++++++ OpenCVTest/deploy.prototxt | 212 ++ OpenCVTest/src/DeepGaze1.cpp | 61 + OpenCVTest/src/DeepGaze1.hpp | 39 + OpenCVTest/src/main | 84 + OpenCVTest/src/main.cpp | 30 + OpenCVTest/synset_words.txt | 1000 ++++++++ OpenCVTest/timg.jpeg | Bin 0 -> 84888 bytes 21 files changed, 4012 insertions(+) create mode 100644 OpenCVTest/.cproject create mode 100644 OpenCVTest/.project create mode 100644 OpenCVTest/.settings/language.settings.xml create mode 100644 OpenCVTest/.settings/org.eclipse.cdt.codan.core.prefs create mode 100755 OpenCVTest/Debug/OpenCVTest create mode 100644 OpenCVTest/Debug/makefile create mode 100644 OpenCVTest/Debug/objects.mk create mode 100644 OpenCVTest/Debug/sources.mk create mode 100644 OpenCVTest/Debug/src/DeepGaze1.d create mode 100644 OpenCVTest/Debug/src/DeepGaze1.o create mode 100644 OpenCVTest/Debug/src/main.d create mode 100644 OpenCVTest/Debug/src/main.o create mode 100644 OpenCVTest/Debug/src/subdir.mk create mode 100644 OpenCVTest/bvlc_googlenet.prototxt create mode 100644 OpenCVTest/deploy.prototxt create mode 100644 OpenCVTest/src/DeepGaze1.cpp create mode 100644 OpenCVTest/src/DeepGaze1.hpp create mode 100644 OpenCVTest/src/main create mode 100644 OpenCVTest/src/main.cpp create mode 100644 OpenCVTest/synset_words.txt create mode 100644 OpenCVTest/timg.jpeg diff --git a/OpenCVTest/.cproject b/OpenCVTest/.cproject new file mode 100644 index 00000000000..cea86af03d9 --- /dev/null +++ b/OpenCVTest/.cproject @@ -0,0 +1,184 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/OpenCVTest/.project b/OpenCVTest/.project new file mode 100644 index 00000000000..e614b78fea9 --- /dev/null +++ b/OpenCVTest/.project @@ -0,0 +1,27 @@ + + + OpenCVTest + + + + + + org.eclipse.cdt.managedbuilder.core.genmakebuilder + clean,full,incremental, + + + + + org.eclipse.cdt.managedbuilder.core.ScannerConfigBuilder 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fqzSaodxV_ouXViAi9fL#4qk4k0)6kl%K!fWR+(-5 literal 0 HcmV?d00001 diff --git a/OpenCVTest/Debug/src/subdir.mk b/OpenCVTest/Debug/src/subdir.mk new file mode 100644 index 00000000000..a88f1e4c569 --- /dev/null +++ b/OpenCVTest/Debug/src/subdir.mk @@ -0,0 +1,27 @@ +################################################################################ +# Automatically-generated file. Do not edit! +################################################################################ + +# Add inputs and outputs from these tool invocations to the build variables +CPP_SRCS += \ +../src/DeepGaze1.cpp \ +../src/main.cpp + +OBJS += \ +./src/DeepGaze1.o \ +./src/main.o + +CPP_DEPS += \ +./src/DeepGaze1.d \ +./src/main.d + + +# Each subdirectory must supply rules for building sources it contributes +src/%.o: ../src/%.cpp + @echo 'Building file: $<' + @echo 'Invoking: Cross G++ Compiler' + g++ -I/usr/local/include/opencv -I/usr/local/include/opencv2 -O0 -g3 -Wall -c -fmessage-length=0 -std=c++11 -MMD -MP -MF"$(@:%.o=%.d)" -MT"$(@:%.o=%.d)" -o "$@" "$<" + @echo 'Finished building: $<' + @echo ' ' + + diff --git a/OpenCVTest/bvlc_googlenet.prototxt b/OpenCVTest/bvlc_googlenet.prototxt new file mode 100644 index 00000000000..4648bf26efc --- /dev/null +++ b/OpenCVTest/bvlc_googlenet.prototxt @@ -0,0 +1,2156 @@ +name: "GoogleNet" +input: "data" +input_dim: 10 +input_dim: 3 +input_dim: 224 +input_dim: 224 +layer { + name: "conv1/7x7_s2" + type: "Convolution" + bottom: "data" + top: "conv1/7x7_s2" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 3 + kernel_size: 7 + stride: 2 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "conv1/relu_7x7" + type: "ReLU" + bottom: "conv1/7x7_s2" + top: "conv1/7x7_s2" +} +layer { + name: "pool1/3x3_s2" + type: "Pooling" + bottom: "conv1/7x7_s2" + top: "pool1/3x3_s2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "pool1/norm1" + type: "LRN" + bottom: "pool1/3x3_s2" + top: "pool1/norm1" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "conv2/3x3_reduce" + type: "Convolution" + bottom: "pool1/norm1" + top: "conv2/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "conv2/relu_3x3_reduce" + type: "ReLU" + bottom: "conv2/3x3_reduce" + top: "conv2/3x3_reduce" +} +layer { + name: "conv2/3x3" + type: "Convolution" + bottom: "conv2/3x3_reduce" + top: "conv2/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 192 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "conv2/relu_3x3" + type: "ReLU" + bottom: "conv2/3x3" + top: "conv2/3x3" +} +layer { + name: "conv2/norm2" + type: "LRN" + bottom: "conv2/3x3" + top: "conv2/norm2" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "pool2/3x3_s2" + type: "Pooling" + bottom: "conv2/norm2" + top: "pool2/3x3_s2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "inception_3a/1x1" + type: "Convolution" + bottom: "pool2/3x3_s2" + top: "inception_3a/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_1x1" + type: "ReLU" + bottom: "inception_3a/1x1" + top: "inception_3a/1x1" +} +layer { + name: "inception_3a/3x3_reduce" + type: "Convolution" + bottom: "pool2/3x3_s2" + top: "inception_3a/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 96 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.09 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_3a/3x3_reduce" + top: "inception_3a/3x3_reduce" +} +layer { + name: "inception_3a/3x3" + type: "Convolution" + bottom: "inception_3a/3x3_reduce" + top: "inception_3a/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_3x3" + type: "ReLU" + bottom: "inception_3a/3x3" + top: "inception_3a/3x3" +} +layer { + name: "inception_3a/5x5_reduce" + type: "Convolution" + bottom: "pool2/3x3_s2" + top: "inception_3a/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.2 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_3a/5x5_reduce" + top: "inception_3a/5x5_reduce" +} +layer { + name: "inception_3a/5x5" + type: "Convolution" + bottom: "inception_3a/5x5_reduce" + top: "inception_3a/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_5x5" + type: "ReLU" + bottom: "inception_3a/5x5" + top: "inception_3a/5x5" +} +layer { + name: "inception_3a/pool" + type: "Pooling" + bottom: "pool2/3x3_s2" + top: "inception_3a/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_3a/pool_proj" + type: "Convolution" + bottom: "inception_3a/pool" + top: "inception_3a/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3a/relu_pool_proj" + type: "ReLU" + bottom: "inception_3a/pool_proj" + top: "inception_3a/pool_proj" +} +layer { + name: "inception_3a/output" + type: "Concat" + bottom: "inception_3a/1x1" + bottom: "inception_3a/3x3" + bottom: "inception_3a/5x5" + bottom: "inception_3a/pool_proj" + top: "inception_3a/output" +} +layer { + name: "inception_3b/1x1" + type: "Convolution" + bottom: "inception_3a/output" + top: "inception_3b/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_1x1" + type: "ReLU" + bottom: "inception_3b/1x1" + top: "inception_3b/1x1" +} +layer { + name: "inception_3b/3x3_reduce" + type: "Convolution" + bottom: "inception_3a/output" + top: "inception_3b/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.09 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_3b/3x3_reduce" + top: "inception_3b/3x3_reduce" +} +layer { + name: "inception_3b/3x3" + type: "Convolution" + bottom: "inception_3b/3x3_reduce" + top: "inception_3b/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 192 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_3x3" + type: "ReLU" + bottom: "inception_3b/3x3" + top: "inception_3b/3x3" +} +layer { + name: "inception_3b/5x5_reduce" + type: "Convolution" + bottom: "inception_3a/output" + top: "inception_3b/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.2 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_3b/5x5_reduce" + top: "inception_3b/5x5_reduce" +} +layer { + name: "inception_3b/5x5" + type: "Convolution" + bottom: "inception_3b/5x5_reduce" + top: "inception_3b/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 96 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_5x5" + type: "ReLU" + bottom: "inception_3b/5x5" + top: "inception_3b/5x5" +} +layer { + name: "inception_3b/pool" + type: "Pooling" + bottom: "inception_3a/output" + top: "inception_3b/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_3b/pool_proj" + type: "Convolution" + bottom: "inception_3b/pool" + top: "inception_3b/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_3b/relu_pool_proj" + type: "ReLU" + bottom: "inception_3b/pool_proj" + top: "inception_3b/pool_proj" +} +layer { + name: "inception_3b/output" + type: "Concat" + bottom: "inception_3b/1x1" + bottom: "inception_3b/3x3" + bottom: "inception_3b/5x5" + bottom: "inception_3b/pool_proj" + top: "inception_3b/output" +} +layer { + name: "pool3/3x3_s2" + type: "Pooling" + bottom: "inception_3b/output" + top: "pool3/3x3_s2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "inception_4a/1x1" + type: "Convolution" + bottom: "pool3/3x3_s2" + top: "inception_4a/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 192 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_1x1" + type: "ReLU" + bottom: "inception_4a/1x1" + top: "inception_4a/1x1" +} +layer { + name: "inception_4a/3x3_reduce" + type: "Convolution" + bottom: "pool3/3x3_s2" + top: "inception_4a/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 96 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.09 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4a/3x3_reduce" + top: "inception_4a/3x3_reduce" +} +layer { + name: "inception_4a/3x3" + type: "Convolution" + bottom: "inception_4a/3x3_reduce" + top: "inception_4a/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 208 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_3x3" + type: "ReLU" + bottom: "inception_4a/3x3" + top: "inception_4a/3x3" +} +layer { + name: "inception_4a/5x5_reduce" + type: "Convolution" + bottom: "pool3/3x3_s2" + top: "inception_4a/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 16 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.2 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4a/5x5_reduce" + top: "inception_4a/5x5_reduce" +} +layer { + name: "inception_4a/5x5" + type: "Convolution" + bottom: "inception_4a/5x5_reduce" + top: "inception_4a/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 48 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_5x5" + type: "ReLU" + bottom: "inception_4a/5x5" + top: "inception_4a/5x5" +} +layer { + name: "inception_4a/pool" + type: "Pooling" + bottom: "pool3/3x3_s2" + top: "inception_4a/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4a/pool_proj" + type: "Convolution" + bottom: "inception_4a/pool" + top: "inception_4a/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4a/relu_pool_proj" + type: "ReLU" + bottom: "inception_4a/pool_proj" + top: "inception_4a/pool_proj" +} +layer { + name: "inception_4a/output" + type: "Concat" + bottom: "inception_4a/1x1" + bottom: "inception_4a/3x3" + bottom: "inception_4a/5x5" + bottom: "inception_4a/pool_proj" + top: "inception_4a/output" +} +layer { + name: "inception_4b/1x1" + type: "Convolution" + bottom: "inception_4a/output" + top: "inception_4b/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 160 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_1x1" + type: "ReLU" + bottom: "inception_4b/1x1" + top: "inception_4b/1x1" +} +layer { + name: "inception_4b/3x3_reduce" + type: "Convolution" + bottom: "inception_4a/output" + top: "inception_4b/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 112 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.09 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4b/3x3_reduce" + top: "inception_4b/3x3_reduce" +} +layer { + name: "inception_4b/3x3" + type: "Convolution" + bottom: "inception_4b/3x3_reduce" + top: "inception_4b/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 224 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_3x3" + type: "ReLU" + bottom: "inception_4b/3x3" + top: "inception_4b/3x3" +} +layer { + name: "inception_4b/5x5_reduce" + type: "Convolution" + bottom: "inception_4a/output" + top: "inception_4b/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.2 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4b/5x5_reduce" + top: "inception_4b/5x5_reduce" +} +layer { + name: "inception_4b/5x5" + type: "Convolution" + bottom: "inception_4b/5x5_reduce" + top: "inception_4b/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_5x5" + type: "ReLU" + bottom: "inception_4b/5x5" + top: "inception_4b/5x5" +} +layer { + name: "inception_4b/pool" + type: "Pooling" + bottom: "inception_4a/output" + top: "inception_4b/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4b/pool_proj" + type: "Convolution" + bottom: "inception_4b/pool" + top: "inception_4b/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4b/relu_pool_proj" + type: "ReLU" + bottom: "inception_4b/pool_proj" + top: "inception_4b/pool_proj" +} +layer { + name: "inception_4b/output" + type: "Concat" + bottom: "inception_4b/1x1" + bottom: "inception_4b/3x3" + bottom: "inception_4b/5x5" + bottom: "inception_4b/pool_proj" + top: "inception_4b/output" +} +layer { + name: "inception_4c/1x1" + type: "Convolution" + bottom: "inception_4b/output" + top: "inception_4c/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_1x1" + type: "ReLU" + bottom: "inception_4c/1x1" + top: "inception_4c/1x1" +} +layer { + name: "inception_4c/3x3_reduce" + type: "Convolution" + bottom: "inception_4b/output" + top: "inception_4c/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.09 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4c/3x3_reduce" + top: "inception_4c/3x3_reduce" +} +layer { + name: "inception_4c/3x3" + type: "Convolution" + bottom: "inception_4c/3x3_reduce" + top: "inception_4c/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_3x3" + type: "ReLU" + bottom: "inception_4c/3x3" + top: "inception_4c/3x3" +} +layer { + name: "inception_4c/5x5_reduce" + type: "Convolution" + bottom: "inception_4b/output" + top: "inception_4c/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 24 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.2 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4c/5x5_reduce" + top: "inception_4c/5x5_reduce" +} +layer { + name: "inception_4c/5x5" + type: "Convolution" + bottom: "inception_4c/5x5_reduce" + top: "inception_4c/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_5x5" + type: "ReLU" + bottom: "inception_4c/5x5" + top: "inception_4c/5x5" +} +layer { + name: "inception_4c/pool" + type: "Pooling" + bottom: "inception_4b/output" + top: "inception_4c/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4c/pool_proj" + type: "Convolution" + bottom: "inception_4c/pool" + top: "inception_4c/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4c/relu_pool_proj" + type: "ReLU" + bottom: "inception_4c/pool_proj" + top: "inception_4c/pool_proj" +} +layer { + name: "inception_4c/output" + type: "Concat" + bottom: "inception_4c/1x1" + bottom: "inception_4c/3x3" + bottom: "inception_4c/5x5" + bottom: "inception_4c/pool_proj" + top: "inception_4c/output" +} +layer { + name: "inception_4d/1x1" + type: "Convolution" + bottom: "inception_4c/output" + top: "inception_4d/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 112 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_1x1" + type: "ReLU" + bottom: "inception_4d/1x1" + top: "inception_4d/1x1" +} +layer { + name: "inception_4d/3x3_reduce" + type: "Convolution" + bottom: "inception_4c/output" + top: "inception_4d/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 144 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.09 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4d/3x3_reduce" + top: "inception_4d/3x3_reduce" +} +layer { + name: "inception_4d/3x3" + type: "Convolution" + bottom: "inception_4d/3x3_reduce" + top: "inception_4d/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 288 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_3x3" + type: "ReLU" + bottom: "inception_4d/3x3" + top: "inception_4d/3x3" +} +layer { + name: "inception_4d/5x5_reduce" + type: "Convolution" + bottom: "inception_4c/output" + top: "inception_4d/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.2 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4d/5x5_reduce" + top: "inception_4d/5x5_reduce" +} +layer { + name: "inception_4d/5x5" + type: "Convolution" + bottom: "inception_4d/5x5_reduce" + top: "inception_4d/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_5x5" + type: "ReLU" + bottom: "inception_4d/5x5" + top: "inception_4d/5x5" +} +layer { + name: "inception_4d/pool" + type: "Pooling" + bottom: "inception_4c/output" + top: "inception_4d/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4d/pool_proj" + type: "Convolution" + bottom: "inception_4d/pool" + top: "inception_4d/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 64 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4d/relu_pool_proj" + type: "ReLU" + bottom: "inception_4d/pool_proj" + top: "inception_4d/pool_proj" +} +layer { + name: "inception_4d/output" + type: "Concat" + bottom: "inception_4d/1x1" + bottom: "inception_4d/3x3" + bottom: "inception_4d/5x5" + bottom: "inception_4d/pool_proj" + top: "inception_4d/output" +} +layer { + name: "inception_4e/1x1" + type: "Convolution" + bottom: "inception_4d/output" + top: "inception_4e/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_1x1" + type: "ReLU" + bottom: "inception_4e/1x1" + top: "inception_4e/1x1" +} +layer { + name: "inception_4e/3x3_reduce" + type: "Convolution" + bottom: "inception_4d/output" + top: "inception_4e/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 160 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.09 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_4e/3x3_reduce" + top: "inception_4e/3x3_reduce" +} +layer { + name: "inception_4e/3x3" + type: "Convolution" + bottom: "inception_4e/3x3_reduce" + top: "inception_4e/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 320 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_3x3" + type: "ReLU" + bottom: "inception_4e/3x3" + top: "inception_4e/3x3" +} +layer { + name: "inception_4e/5x5_reduce" + type: "Convolution" + bottom: "inception_4d/output" + top: "inception_4e/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.2 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_4e/5x5_reduce" + top: "inception_4e/5x5_reduce" +} +layer { + name: "inception_4e/5x5" + type: "Convolution" + bottom: "inception_4e/5x5_reduce" + top: "inception_4e/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_5x5" + type: "ReLU" + bottom: "inception_4e/5x5" + top: "inception_4e/5x5" +} +layer { + name: "inception_4e/pool" + type: "Pooling" + bottom: "inception_4d/output" + top: "inception_4e/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_4e/pool_proj" + type: "Convolution" + bottom: "inception_4e/pool" + top: "inception_4e/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_4e/relu_pool_proj" + type: "ReLU" + bottom: "inception_4e/pool_proj" + top: "inception_4e/pool_proj" +} +layer { + name: "inception_4e/output" + type: "Concat" + bottom: "inception_4e/1x1" + bottom: "inception_4e/3x3" + bottom: "inception_4e/5x5" + bottom: "inception_4e/pool_proj" + top: "inception_4e/output" +} +layer { + name: "pool4/3x3_s2" + type: "Pooling" + bottom: "inception_4e/output" + top: "pool4/3x3_s2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "inception_5a/1x1" + type: "Convolution" + bottom: "pool4/3x3_s2" + top: "inception_5a/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 256 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_1x1" + type: "ReLU" + bottom: "inception_5a/1x1" + top: "inception_5a/1x1" +} +layer { + name: "inception_5a/3x3_reduce" + type: "Convolution" + bottom: "pool4/3x3_s2" + top: "inception_5a/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 160 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.09 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_5a/3x3_reduce" + top: "inception_5a/3x3_reduce" +} +layer { + name: "inception_5a/3x3" + type: "Convolution" + bottom: "inception_5a/3x3_reduce" + top: "inception_5a/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 320 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_3x3" + type: "ReLU" + bottom: "inception_5a/3x3" + top: "inception_5a/3x3" +} +layer { + name: "inception_5a/5x5_reduce" + type: "Convolution" + bottom: "pool4/3x3_s2" + top: "inception_5a/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 32 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.2 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_5a/5x5_reduce" + top: "inception_5a/5x5_reduce" +} +layer { + name: "inception_5a/5x5" + type: "Convolution" + bottom: "inception_5a/5x5_reduce" + top: "inception_5a/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_5x5" + type: "ReLU" + bottom: "inception_5a/5x5" + top: "inception_5a/5x5" +} +layer { + name: "inception_5a/pool" + type: "Pooling" + bottom: "pool4/3x3_s2" + top: "inception_5a/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_5a/pool_proj" + type: "Convolution" + bottom: "inception_5a/pool" + top: "inception_5a/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5a/relu_pool_proj" + type: "ReLU" + bottom: "inception_5a/pool_proj" + top: "inception_5a/pool_proj" +} +layer { + name: "inception_5a/output" + type: "Concat" + bottom: "inception_5a/1x1" + bottom: "inception_5a/3x3" + bottom: "inception_5a/5x5" + bottom: "inception_5a/pool_proj" + top: "inception_5a/output" +} +layer { + name: "inception_5b/1x1" + type: "Convolution" + bottom: "inception_5a/output" + top: "inception_5b/1x1" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 384 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_1x1" + type: "ReLU" + bottom: "inception_5b/1x1" + top: "inception_5b/1x1" +} +layer { + name: "inception_5b/3x3_reduce" + type: "Convolution" + bottom: "inception_5a/output" + top: "inception_5b/3x3_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 192 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.09 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_3x3_reduce" + type: "ReLU" + bottom: "inception_5b/3x3_reduce" + top: "inception_5b/3x3_reduce" +} +layer { + name: "inception_5b/3x3" + type: "Convolution" + bottom: "inception_5b/3x3_reduce" + top: "inception_5b/3x3" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_3x3" + type: "ReLU" + bottom: "inception_5b/3x3" + top: "inception_5b/3x3" +} +layer { + name: "inception_5b/5x5_reduce" + type: "Convolution" + bottom: "inception_5a/output" + top: "inception_5b/5x5_reduce" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 48 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.2 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_5x5_reduce" + type: "ReLU" + bottom: "inception_5b/5x5_reduce" + top: "inception_5b/5x5_reduce" +} +layer { + name: "inception_5b/5x5" + type: "Convolution" + bottom: "inception_5b/5x5_reduce" + top: "inception_5b/5x5" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + pad: 2 + kernel_size: 5 + weight_filler { + type: "xavier" + std: 0.03 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_5x5" + type: "ReLU" + bottom: "inception_5b/5x5" + top: "inception_5b/5x5" +} +layer { + name: "inception_5b/pool" + type: "Pooling" + bottom: "inception_5a/output" + top: "inception_5b/pool" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 1 + pad: 1 + } +} +layer { + name: "inception_5b/pool_proj" + type: "Convolution" + bottom: "inception_5b/pool" + top: "inception_5b/pool_proj" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + convolution_param { + num_output: 128 + kernel_size: 1 + weight_filler { + type: "xavier" + std: 0.1 + } + bias_filler { + type: "constant" + value: 0.2 + } + } +} +layer { + name: "inception_5b/relu_pool_proj" + type: "ReLU" + bottom: "inception_5b/pool_proj" + top: "inception_5b/pool_proj" +} +layer { + name: "inception_5b/output" + type: "Concat" + bottom: "inception_5b/1x1" + bottom: "inception_5b/3x3" + bottom: "inception_5b/5x5" + bottom: "inception_5b/pool_proj" + top: "inception_5b/output" +} +layer { + name: "pool5/7x7_s1" + type: "Pooling" + bottom: "inception_5b/output" + top: "pool5/7x7_s1" + pooling_param { + pool: AVE + kernel_size: 7 + stride: 1 + } +} +layer { + name: "pool5/drop_7x7_s1" + type: "Dropout" + bottom: "pool5/7x7_s1" + top: "pool5/7x7_s1" + dropout_param { + dropout_ratio: 0.4 + } +} +layer { + name: "loss3/classifier" + type: "InnerProduct" + bottom: "pool5/7x7_s1" + top: "loss3/classifier" + param { + lr_mult: 1 + decay_mult: 1 + } + param { + lr_mult: 2 + decay_mult: 0 + } + inner_product_param { + num_output: 1000 + weight_filler { + type: "xavier" + } + bias_filler { + type: "constant" + value: 0 + } + } +} +layer { + name: "prob" + type: "Softmax" + bottom: "loss3/classifier" + top: "prob" +} diff --git a/OpenCVTest/deploy.prototxt b/OpenCVTest/deploy.prototxt new file mode 100644 index 00000000000..29ccf1469f7 --- /dev/null +++ b/OpenCVTest/deploy.prototxt @@ -0,0 +1,212 @@ +name: "CaffeNet" +input: "data" +input_dim: 10 +input_dim: 3 +input_dim: 227 +input_dim: 227 +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + convolution_param { + num_output: 96 + kernel_size: 11 + stride: 4 + } +} +layer { + name: "relu1" + type: "ReLU" + bottom: "conv1" + top: "conv1" +} +layer { + name: "pool1" + type: "Pooling" + bottom: "conv1" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "norm1" + type: "LRN" + bottom: "pool1" + top: "norm1" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "conv2" + type: "Convolution" + bottom: "norm1" + top: "conv2" + convolution_param { + num_output: 256 + pad: 2 + kernel_size: 5 + group: 2 + } +} +layer { + name: "relu2" + type: "ReLU" + bottom: "conv2" + top: "conv2" +} +layer { + name: "pool2" + type: "Pooling" + bottom: "conv2" + top: "pool2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "norm2" + type: "LRN" + bottom: "pool2" + top: "norm2" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "conv3" + type: "Convolution" + bottom: "norm2" + top: "conv3" + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu3" + type: "ReLU" + bottom: "conv3" + top: "conv3" +} +layer { + name: "conv4" + type: "Convolution" + bottom: "conv3" + top: "conv4" + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + group: 2 + } +} +layer { + name: "relu4" + type: "ReLU" + bottom: "conv4" + top: "conv4" +} +layer { + name: "conv5" + type: "Convolution" + bottom: "conv4" + top: "conv5" + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + group: 2 + } +} +layer { + name: "relu5" + type: "ReLU" + bottom: "conv5" + top: "conv5" +} +layer { + name: "pool5" + type: "Pooling" + bottom: "conv5" + top: "pool5" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "fc6" + type: "InnerProduct" + bottom: "pool5" + top: "fc6" + inner_product_param { + num_output: 4096 + } +} +layer { + name: "relu6" + type: "ReLU" + bottom: "fc6" + top: "fc6" +} +layer { + name: "drop6" + type: "Dropout" + bottom: "fc6" + top: "fc6" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "fc7" + type: "InnerProduct" + bottom: "fc6" + top: "fc7" + inner_product_param { + num_output: 4096 + } +} +layer { + name: "relu7" + type: "ReLU" + bottom: "fc7" + top: "fc7" +} +layer { + name: "drop7" + type: "Dropout" + bottom: "fc7" + top: "fc7" + dropout_param { + dropout_ratio: 0.5 + } +} +layer { + name: "fc8" + type: "InnerProduct" + bottom: "fc7" + top: "fc8" + inner_product_param { + num_output: 1000 + } +} +layer { + name: "prob" + type: "Softmax" + bottom: "fc8" + top: "prob" +} diff --git a/OpenCVTest/src/DeepGaze1.cpp b/OpenCVTest/src/DeepGaze1.cpp new file mode 100644 index 00000000000..1dab539e143 --- /dev/null +++ b/OpenCVTest/src/DeepGaze1.cpp @@ -0,0 +1,61 @@ +/* + * DeepGaze1.cpp + * + * Created on: Jun 1, 2017 + * Author: qsx + */ +#include "DeepGaze1.hpp" + +using namespace std; +using namespace cv; +using namespace cv::dnn; + +DeepGaze1::DeepGaze1() +{ + net = dnn::readNetFromCaffe("deploy.prototxt", "bvlc_alexnet.caffemodel"); + layers_names = vector{"conv1", "relu1", "pool1", "norm1", "conv2", "relu2", "pool2", "norm2", "conv3", "relu3", "conv4", "relu4", "conv5", "relu5", "pool5"}; + training_images = vector(); + weights = vector(3712, 1.0/3712); +} + +DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers, vector training_set) +{ + net = dnn::readNetFromCaffe(net_proto, net_caffemodel); + layers_names = selected_layers; + training_images = training_set; + weights = vector(layers_names.size(), 1.0); +} + +Mat DeepGaze1::saliencyMapGenerator(string input_image) +{ +//raw saliency map generate + Mat img = imread(input_image); + Mat res(227, 227, CV_64F, Scalar::all(0.0));//hard coded currently, change later + + resize(img, img, Size(227, 227), 0, 0, INTER_AREA);//hard coded + Mat inputBlob = blobFromImage(img); //Convert Mat to batch of images + net.setBlob(".data", inputBlob); //set the network input + net.forward(); //compute output + for(unsigned i = 0; i < layers_names.size(); i++) + { + Mat blob_set = net.getBlob(layers_names[i]); + + for(int j = 0; j < blob_set.size[1]; j++) + { + Mat blob = Mat(blob_set.size[2], blob_set.size[3], CV_64F, blob_set.ptr(0, j)).clone(); + resize(blob, blob, Size(227, 227), 0, 0, INTER_AREA); + blob *= weights[i * layers_names.size() + j]; + filter2D(blob, blob, -1 , getGaussianKernel(2, 1), Point( -1, -1 ), 0, BORDER_DEFAULT ); + res += blob; + } + } + + cout << res << endl; + waitKey(0); + exp(res, res); + res = res / sum(res).val[0]; + return res; +} + + + diff --git a/OpenCVTest/src/DeepGaze1.hpp b/OpenCVTest/src/DeepGaze1.hpp new file mode 100644 index 00000000000..f37fe816733 --- /dev/null +++ b/OpenCVTest/src/DeepGaze1.hpp @@ -0,0 +1,39 @@ +/* + * DeepGaze1.hpp + * + * Created on: Jun 1, 2017 + * Author: qsx + */ + +#ifndef _OPENCV_DEEPGAZE1_HPP_ +#define _OPENCV_DEEPGAZE1_HPP_ + +#include +#include +#include +#include +#include +#include + +using namespace cv; +using namespace cv::dnn; +using namespace std; + +class DeepGaze1 +{ +private: + Net net; + vector layers_names; + vector training_images; + vector weights; +public: + DeepGaze1(); + DeepGaze1(string, string, vector, vector); + Mat saliencyMapGenerator(string); + void training(vector); +}; + + + + +#endif /* _OPENCV_DEEPGAZE1_HPP_ */ diff --git a/OpenCVTest/src/main b/OpenCVTest/src/main new file mode 100644 index 00000000000..da2079d6070 --- /dev/null +++ b/OpenCVTest/src/main @@ -0,0 +1,84 @@ +/* + * main.cpp + * + * Created on: Jun 1, 2017 + * Author: qsx + */ + +#include +#include +#include +using namespace cv; +using namespace cv::dnn; +#include +#include +#include +using namespace std; +/* Find best class for the blob (i. e. class with maximal probability) */ +void getMaxClass(const Mat &probBlob, int *classId, double *classProb) +{ + Mat probMat = probBlob.reshape(1, 1); //reshape the blob to 1x1000 matrix + Point classNumber; + minMaxLoc(probMat, NULL, classProb, NULL, &classNumber); + *classId = classNumber.x; +} +std::vector readClassNames(const char *filename = "synset_words.txt") +{ + std::vector classNames; + std::ifstream fp(filename); + if (!fp.is_open()) + { + std::cerr << "File with classes labels not found: " << filename << std::endl; + exit(-1); + } + std::string name; + while (!fp.eof()) + { + std::getline(fp, name); + if (name.length()) + classNames.push_back( name.substr(name.find(' ')+1) ); + } + fp.close(); + return classNames; +} +int main(int argc, char **argv) +{ + cv::dnn::initModule(); //Required if OpenCV is built as static libs + String modelTxt = "bvlc_googlenet.prototxt"; + //String modelTxt = "deploy.prototxt"; + String modelBin = "bvlc_googlenet.caffemodel"; + //String modelBin = "bvlc_alexnet.caffemodel"; + String imageFile = (argc > 1) ? argv[1] : "space_shuttle.jpg"; + Net net = dnn::readNetFromCaffe(modelTxt, modelBin); + if (net.empty()) + { + std::cerr << "Can't load network by using the following files: " << std::endl; + std::cerr << "prototxt: " << modelTxt << std::endl; + std::cerr << "caffemodel: " << modelBin << std::endl; + std::cerr << "bvlc_googlenet.caffemodel can be downloaded here:" << std::endl; + std::cerr << "http://dl.caffe.berkeleyvision.org/bvlc_googlenet.caffemodel" << std::endl; + exit(-1); + } + Mat img = imread(imageFile); + + if (img.empty()) + { + std::cerr << "Can't read image from the file: " << imageFile << std::endl; + exit(-1); + } + resize(img, img, Size(224, 224), 0, 0, INTER_AREA); //GoogLeNet accepts only 224x224 RGB-images + Mat inputBlob = blobFromImage(img); //Convert Mat to batch of images + net.setBlob(".data", inputBlob); //set the network input + net.forward(); //compute output + Mat prob = net.getBlob("prob"); //gather output of "prob" layer + //Mat cov1 = net.getBlob("conv1"); + //imshow("image", Mat(cov1.size[2], cov1.size[3], CV_32F, cov1.ptr(0, 3))); + //waitKey(0); + int classId; + double classProb; + getMaxClass(prob, &classId, &classProb);//find the best class + std::vector classNames = readClassNames(); + std::cout << "Best class: #" << classId << " '" << classNames.at(classId) << "'" << std::endl; + std::cout << "Probability: " << classProb * 100 << "%" << std::endl; + return 0; +} //main diff --git a/OpenCVTest/src/main.cpp b/OpenCVTest/src/main.cpp new file mode 100644 index 00000000000..b3bc98e080d --- /dev/null +++ b/OpenCVTest/src/main.cpp @@ -0,0 +1,30 @@ +/* + * main.cpp + * + * Created on: Jun 1, 2017 + * Author: qsx + */ + +#include "DeepGaze1.hpp" +#include +#include +#include +#include +#include + +using namespace std; +using namespace cv; +using namespace cv::dnn; +/* Find best class for the blob (i. e. class with maximal probability) */ + +int main(int argc, char **argv) +{ + DeepGaze1 g = DeepGaze1(); + Mat res(g.saliencyMapGenerator(string("timg.jpeg"))); + Mat t = getGaussianKernel(2, 1); + exp(t, t); + t /= sum(t).val[0]; + imshow("image", res); + waitKey(0); + return 0; +} //main diff --git a/OpenCVTest/synset_words.txt b/OpenCVTest/synset_words.txt new file mode 100644 index 00000000000..a9e8c7f50d1 --- /dev/null +++ b/OpenCVTest/synset_words.txt @@ -0,0 +1,1000 @@ +n01440764 tench, Tinca tinca +n01443537 goldfish, Carassius auratus +n01484850 great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias +n01491361 tiger shark, Galeocerdo cuvieri +n01494475 hammerhead, hammerhead shark +n01496331 electric ray, crampfish, numbfish, torpedo +n01498041 stingray +n01514668 cock +n01514859 hen +n01518878 ostrich, Struthio camelus +n01530575 brambling, Fringilla montifringilla +n01531178 goldfinch, Carduelis carduelis +n01532829 house finch, linnet, Carpodacus mexicanus +n01534433 junco, snowbird +n01537544 indigo bunting, indigo finch, indigo bird, Passerina cyanea +n01558993 robin, American robin, Turdus migratorius +n01560419 bulbul +n01580077 jay +n01582220 magpie +n01592084 chickadee +n01601694 water ouzel, dipper +n01608432 kite +n01614925 bald eagle, American eagle, Haliaeetus leucocephalus +n01616318 vulture +n01622779 great grey owl, great gray owl, Strix nebulosa +n01629819 European fire salamander, Salamandra salamandra +n01630670 common newt, Triturus vulgaris +n01631663 eft +n01632458 spotted salamander, Ambystoma maculatum +n01632777 axolotl, mud puppy, Ambystoma mexicanum +n01641577 bullfrog, Rana catesbeiana +n01644373 tree frog, tree-frog +n01644900 tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui +n01664065 loggerhead, loggerhead turtle, Caretta caretta +n01665541 leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea +n01667114 mud turtle +n01667778 terrapin +n01669191 box turtle, box tortoise +n01675722 banded gecko +n01677366 common iguana, iguana, Iguana iguana +n01682714 American chameleon, anole, Anolis carolinensis +n01685808 whiptail, whiptail lizard +n01687978 agama +n01688243 frilled lizard, Chlamydosaurus kingi +n01689811 alligator lizard +n01692333 Gila monster, Heloderma suspectum +n01693334 green lizard, Lacerta viridis +n01694178 African chameleon, Chamaeleo chamaeleon +n01695060 Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis +n01697457 African crocodile, Nile crocodile, Crocodylus niloticus +n01698640 American alligator, Alligator mississipiensis +n01704323 triceratops +n01728572 thunder snake, worm snake, Carphophis amoenus +n01728920 ringneck snake, ring-necked snake, ring snake +n01729322 hognose snake, puff adder, sand viper +n01729977 green snake, grass snake +n01734418 king snake, kingsnake +n01735189 garter snake, grass snake +n01737021 water snake +n01739381 vine snake +n01740131 night snake, Hypsiglena torquata +n01742172 boa constrictor, Constrictor constrictor +n01744401 rock python, rock snake, Python sebae +n01748264 Indian cobra, Naja naja +n01749939 green mamba +n01751748 sea snake +n01753488 horned viper, cerastes, sand viper, horned asp, Cerastes cornutus +n01755581 diamondback, diamondback rattlesnake, Crotalus adamanteus +n01756291 sidewinder, horned rattlesnake, Crotalus cerastes +n01768244 trilobite +n01770081 harvestman, daddy longlegs, Phalangium opilio +n01770393 scorpion +n01773157 black and gold garden spider, Argiope aurantia +n01773549 barn spider, Araneus cavaticus +n01773797 garden spider, Aranea diademata +n01774384 black widow, Latrodectus mactans +n01774750 tarantula +n01775062 wolf spider, hunting spider +n01776313 tick +n01784675 centipede +n01795545 black grouse +n01796340 ptarmigan +n01797886 ruffed grouse, partridge, Bonasa umbellus +n01798484 prairie chicken, prairie grouse, prairie fowl +n01806143 peacock +n01806567 quail +n01807496 partridge +n01817953 African grey, African gray, Psittacus erithacus +n01818515 macaw +n01819313 sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita +n01820546 lorikeet +n01824575 coucal +n01828970 bee eater +n01829413 hornbill +n01833805 hummingbird +n01843065 jacamar +n01843383 toucan +n01847000 drake +n01855032 red-breasted merganser, Mergus serrator +n01855672 goose +n01860187 black swan, Cygnus atratus +n01871265 tusker +n01872401 echidna, spiny anteater, anteater +n01873310 platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus +n01877812 wallaby, brush kangaroo +n01882714 koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus +n01883070 wombat +n01910747 jellyfish +n01914609 sea anemone, anemone +n01917289 brain coral +n01924916 flatworm, platyhelminth +n01930112 nematode, nematode worm, roundworm +n01943899 conch +n01944390 snail +n01945685 slug +n01950731 sea slug, nudibranch +n01955084 chiton, coat-of-mail shell, sea cradle, polyplacophore +n01968897 chambered nautilus, pearly nautilus, nautilus +n01978287 Dungeness crab, Cancer magister +n01978455 rock crab, Cancer irroratus +n01980166 fiddler crab +n01981276 king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica +n01983481 American lobster, Northern lobster, Maine lobster, Homarus americanus +n01984695 spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish +n01985128 crayfish, crawfish, crawdad, crawdaddy +n01986214 hermit crab +n01990800 isopod +n02002556 white stork, Ciconia ciconia +n02002724 black stork, Ciconia nigra +n02006656 spoonbill +n02007558 flamingo +n02009229 little blue heron, Egretta caerulea +n02009912 American egret, great white heron, Egretta albus +n02011460 bittern +n02012849 crane +n02013706 limpkin, Aramus pictus +n02017213 European gallinule, Porphyrio porphyrio +n02018207 American coot, marsh hen, mud hen, water hen, Fulica americana +n02018795 bustard +n02025239 ruddy turnstone, Arenaria interpres +n02027492 red-backed sandpiper, dunlin, Erolia alpina +n02028035 redshank, Tringa totanus +n02033041 dowitcher +n02037110 oystercatcher, oyster catcher +n02051845 pelican +n02056570 king penguin, Aptenodytes patagonica +n02058221 albatross, mollymawk +n02066245 grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus +n02071294 killer whale, killer, orca, grampus, sea wolf, Orcinus orca +n02074367 dugong, Dugong dugon +n02077923 sea lion +n02085620 Chihuahua +n02085782 Japanese spaniel +n02085936 Maltese dog, Maltese terrier, Maltese +n02086079 Pekinese, Pekingese, Peke +n02086240 Shih-Tzu +n02086646 Blenheim spaniel +n02086910 papillon +n02087046 toy terrier +n02087394 Rhodesian ridgeback +n02088094 Afghan hound, Afghan +n02088238 basset, basset hound +n02088364 beagle +n02088466 bloodhound, sleuthhound +n02088632 bluetick +n02089078 black-and-tan coonhound +n02089867 Walker hound, Walker foxhound +n02089973 English foxhound +n02090379 redbone +n02090622 borzoi, Russian wolfhound +n02090721 Irish wolfhound +n02091032 Italian greyhound +n02091134 whippet +n02091244 Ibizan hound, Ibizan Podenco +n02091467 Norwegian elkhound, elkhound +n02091635 otterhound, otter hound +n02091831 Saluki, gazelle hound +n02092002 Scottish deerhound, deerhound +n02092339 Weimaraner +n02093256 Staffordshire bullterrier, Staffordshire bull terrier +n02093428 American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier +n02093647 Bedlington terrier +n02093754 Border terrier +n02093859 Kerry blue terrier +n02093991 Irish terrier +n02094114 Norfolk terrier +n02094258 Norwich terrier +n02094433 Yorkshire terrier +n02095314 wire-haired fox terrier +n02095570 Lakeland terrier +n02095889 Sealyham terrier, Sealyham +n02096051 Airedale, Airedale terrier +n02096177 cairn, cairn terrier +n02096294 Australian terrier +n02096437 Dandie Dinmont, Dandie Dinmont terrier +n02096585 Boston bull, Boston terrier +n02097047 miniature schnauzer +n02097130 giant schnauzer +n02097209 standard schnauzer +n02097298 Scotch terrier, Scottish terrier, Scottie +n02097474 Tibetan terrier, chrysanthemum dog +n02097658 silky terrier, Sydney silky +n02098105 soft-coated wheaten terrier +n02098286 West Highland white terrier +n02098413 Lhasa, Lhasa apso +n02099267 flat-coated retriever +n02099429 curly-coated retriever +n02099601 golden retriever +n02099712 Labrador retriever +n02099849 Chesapeake Bay retriever +n02100236 German short-haired pointer +n02100583 vizsla, Hungarian pointer +n02100735 English setter +n02100877 Irish setter, red setter +n02101006 Gordon setter +n02101388 Brittany spaniel +n02101556 clumber, clumber spaniel +n02102040 English springer, English springer spaniel +n02102177 Welsh springer spaniel +n02102318 cocker spaniel, English cocker spaniel, cocker +n02102480 Sussex spaniel +n02102973 Irish water spaniel +n02104029 kuvasz +n02104365 schipperke +n02105056 groenendael +n02105162 malinois +n02105251 briard +n02105412 kelpie +n02105505 komondor +n02105641 Old English sheepdog, bobtail +n02105855 Shetland sheepdog, Shetland sheep dog, Shetland +n02106030 collie +n02106166 Border collie +n02106382 Bouvier des Flandres, Bouviers des Flandres +n02106550 Rottweiler +n02106662 German shepherd, German shepherd dog, German police dog, alsatian +n02107142 Doberman, Doberman pinscher +n02107312 miniature pinscher +n02107574 Greater Swiss Mountain dog +n02107683 Bernese mountain dog +n02107908 Appenzeller +n02108000 EntleBucher +n02108089 boxer +n02108422 bull mastiff +n02108551 Tibetan mastiff +n02108915 French bulldog +n02109047 Great Dane +n02109525 Saint Bernard, St Bernard +n02109961 Eskimo dog, husky +n02110063 malamute, malemute, Alaskan malamute +n02110185 Siberian husky +n02110341 dalmatian, coach dog, carriage dog +n02110627 affenpinscher, monkey pinscher, monkey dog +n02110806 basenji +n02110958 pug, pug-dog +n02111129 Leonberg +n02111277 Newfoundland, Newfoundland dog +n02111500 Great Pyrenees +n02111889 Samoyed, Samoyede +n02112018 Pomeranian +n02112137 chow, chow chow +n02112350 keeshond +n02112706 Brabancon griffon +n02113023 Pembroke, Pembroke Welsh corgi +n02113186 Cardigan, Cardigan Welsh corgi +n02113624 toy poodle +n02113712 miniature poodle +n02113799 standard poodle +n02113978 Mexican hairless +n02114367 timber wolf, grey wolf, gray wolf, Canis lupus +n02114548 white wolf, Arctic wolf, Canis lupus tundrarum +n02114712 red wolf, maned wolf, Canis rufus, Canis niger +n02114855 coyote, prairie wolf, brush wolf, Canis latrans +n02115641 dingo, warrigal, warragal, Canis dingo +n02115913 dhole, Cuon alpinus +n02116738 African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus +n02117135 hyena, hyaena +n02119022 red fox, Vulpes vulpes +n02119789 kit fox, Vulpes macrotis +n02120079 Arctic fox, white fox, Alopex lagopus +n02120505 grey fox, gray fox, Urocyon cinereoargenteus +n02123045 tabby, tabby cat +n02123159 tiger cat +n02123394 Persian cat +n02123597 Siamese cat, Siamese +n02124075 Egyptian cat +n02125311 cougar, puma, catamount, mountain lion, painter, panther, Felis concolor +n02127052 lynx, catamount +n02128385 leopard, Panthera pardus +n02128757 snow leopard, ounce, Panthera uncia +n02128925 jaguar, panther, Panthera onca, Felis onca +n02129165 lion, king of beasts, Panthera leo +n02129604 tiger, Panthera tigris +n02130308 cheetah, chetah, Acinonyx jubatus +n02132136 brown bear, bruin, Ursus arctos +n02133161 American black bear, black bear, Ursus americanus, Euarctos americanus +n02134084 ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus +n02134418 sloth bear, Melursus ursinus, Ursus ursinus +n02137549 mongoose +n02138441 meerkat, mierkat +n02165105 tiger beetle +n02165456 ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle +n02167151 ground beetle, carabid beetle +n02168699 long-horned beetle, longicorn, longicorn beetle +n02169497 leaf beetle, chrysomelid +n02172182 dung beetle +n02174001 rhinoceros beetle +n02177972 weevil +n02190166 fly +n02206856 bee +n02219486 ant, emmet, pismire +n02226429 grasshopper, hopper +n02229544 cricket +n02231487 walking stick, walkingstick, stick insect +n02233338 cockroach, roach +n02236044 mantis, mantid +n02256656 cicada, cicala +n02259212 leafhopper +n02264363 lacewing, lacewing fly +n02268443 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk +n02268853 damselfly +n02276258 admiral +n02277742 ringlet, ringlet butterfly +n02279972 monarch, monarch butterfly, milkweed butterfly, Danaus plexippus +n02280649 cabbage butterfly +n02281406 sulphur butterfly, sulfur butterfly +n02281787 lycaenid, lycaenid butterfly +n02317335 starfish, sea star +n02319095 sea urchin +n02321529 sea cucumber, holothurian +n02325366 wood rabbit, cottontail, cottontail rabbit +n02326432 hare +n02328150 Angora, Angora rabbit +n02342885 hamster +n02346627 porcupine, hedgehog +n02356798 fox squirrel, eastern fox squirrel, Sciurus niger +n02361337 marmot +n02363005 beaver +n02364673 guinea pig, Cavia cobaya +n02389026 sorrel +n02391049 zebra +n02395406 hog, pig, grunter, squealer, Sus scrofa +n02396427 wild boar, boar, Sus scrofa +n02397096 warthog +n02398521 hippopotamus, hippo, river horse, Hippopotamus amphibius +n02403003 ox +n02408429 water buffalo, water ox, Asiatic buffalo, Bubalus bubalis +n02410509 bison +n02412080 ram, tup +n02415577 bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis +n02417914 ibex, Capra ibex +n02422106 hartebeest +n02422699 impala, Aepyceros melampus +n02423022 gazelle +n02437312 Arabian camel, dromedary, Camelus dromedarius +n02437616 llama +n02441942 weasel +n02442845 mink +n02443114 polecat, fitch, foulmart, foumart, Mustela putorius +n02443484 black-footed ferret, ferret, Mustela nigripes +n02444819 otter +n02445715 skunk, polecat, wood pussy +n02447366 badger +n02454379 armadillo +n02457408 three-toed sloth, ai, Bradypus tridactylus +n02480495 orangutan, orang, orangutang, Pongo pygmaeus +n02480855 gorilla, Gorilla gorilla +n02481823 chimpanzee, chimp, Pan troglodytes +n02483362 gibbon, Hylobates lar +n02483708 siamang, Hylobates syndactylus, Symphalangus syndactylus +n02484975 guenon, guenon monkey +n02486261 patas, hussar monkey, Erythrocebus patas +n02486410 baboon +n02487347 macaque +n02488291 langur +n02488702 colobus, colobus monkey +n02489166 proboscis monkey, Nasalis larvatus +n02490219 marmoset +n02492035 capuchin, ringtail, Cebus capucinus +n02492660 howler monkey, howler +n02493509 titi, titi monkey +n02493793 spider monkey, Ateles geoffroyi +n02494079 squirrel monkey, Saimiri sciureus +n02497673 Madagascar cat, ring-tailed lemur, Lemur catta +n02500267 indri, indris, Indri indri, Indri brevicaudatus +n02504013 Indian elephant, Elephas maximus +n02504458 African elephant, Loxodonta africana +n02509815 lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens +n02510455 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca +n02514041 barracouta, snoek +n02526121 eel +n02536864 coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch +n02606052 rock beauty, Holocanthus tricolor +n02607072 anemone fish +n02640242 sturgeon +n02641379 gar, garfish, garpike, billfish, Lepisosteus osseus +n02643566 lionfish +n02655020 puffer, pufferfish, blowfish, globefish +n02666196 abacus +n02667093 abaya +n02669723 academic gown, academic robe, judge's robe +n02672831 accordion, piano accordion, squeeze box +n02676566 acoustic guitar +n02687172 aircraft carrier, carrier, flattop, attack aircraft carrier +n02690373 airliner +n02692877 airship, dirigible +n02699494 altar +n02701002 ambulance +n02704792 amphibian, amphibious vehicle +n02708093 analog clock +n02727426 apiary, bee house +n02730930 apron +n02747177 ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin +n02749479 assault rifle, assault gun +n02769748 backpack, back pack, knapsack, packsack, rucksack, haversack +n02776631 bakery, bakeshop, bakehouse +n02777292 balance beam, beam +n02782093 balloon +n02783161 ballpoint, ballpoint pen, ballpen, Biro +n02786058 Band Aid +n02787622 banjo +n02788148 bannister, banister, balustrade, balusters, handrail +n02790996 barbell +n02791124 barber chair +n02791270 barbershop +n02793495 barn +n02794156 barometer +n02795169 barrel, cask +n02797295 barrow, garden cart, lawn cart, wheelbarrow +n02799071 baseball +n02802426 basketball +n02804414 bassinet +n02804610 bassoon +n02807133 bathing cap, swimming cap +n02808304 bath towel +n02808440 bathtub, bathing tub, bath, tub +n02814533 beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon +n02814860 beacon, lighthouse, beacon light, pharos +n02815834 beaker +n02817516 bearskin, busby, shako +n02823428 beer bottle +n02823750 beer glass +n02825657 bell cote, bell cot +n02834397 bib +n02835271 bicycle-built-for-two, tandem bicycle, tandem +n02837789 bikini, two-piece +n02840245 binder, ring-binder +n02841315 binoculars, field glasses, opera glasses +n02843684 birdhouse +n02859443 boathouse +n02860847 bobsled, bobsleigh, bob +n02865351 bolo tie, bolo, bola tie, bola +n02869837 bonnet, poke bonnet +n02870880 bookcase +n02871525 bookshop, bookstore, bookstall +n02877765 bottlecap +n02879718 bow +n02883205 bow tie, bow-tie, bowtie +n02892201 brass, memorial tablet, plaque +n02892767 brassiere, bra, bandeau +n02894605 breakwater, groin, groyne, mole, bulwark, seawall, jetty +n02895154 breastplate, aegis, egis +n02906734 broom +n02909870 bucket, pail +n02910353 buckle +n02916936 bulletproof vest +n02917067 bullet train, bullet +n02927161 butcher shop, meat market +n02930766 cab, hack, taxi, taxicab +n02939185 caldron, cauldron +n02948072 candle, taper, wax light +n02950826 cannon +n02951358 canoe +n02951585 can opener, tin opener +n02963159 cardigan +n02965783 car mirror +n02966193 carousel, carrousel, merry-go-round, roundabout, whirligig +n02966687 carpenter's kit, tool kit +n02971356 carton +n02974003 car wheel +n02977058 cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM +n02978881 cassette +n02979186 cassette player +n02980441 castle +n02981792 catamaran +n02988304 CD player +n02992211 cello, violoncello +n02992529 cellular telephone, cellular phone, cellphone, cell, mobile phone +n02999410 chain +n03000134 chainlink fence +n03000247 chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour +n03000684 chain saw, chainsaw +n03014705 chest +n03016953 chiffonier, commode +n03017168 chime, bell, gong +n03018349 china cabinet, china closet +n03026506 Christmas stocking +n03028079 church, church building +n03032252 cinema, movie theater, movie theatre, movie house, picture palace +n03041632 cleaver, meat cleaver, chopper +n03042490 cliff dwelling +n03045698 cloak +n03047690 clog, geta, patten, sabot +n03062245 cocktail shaker +n03063599 coffee mug +n03063689 coffeepot +n03065424 coil, spiral, volute, whorl, helix +n03075370 combination lock +n03085013 computer keyboard, keypad +n03089624 confectionery, confectionary, candy store +n03095699 container ship, containership, container vessel +n03100240 convertible +n03109150 corkscrew, bottle screw +n03110669 cornet, horn, trumpet, trump +n03124043 cowboy boot +n03124170 cowboy hat, ten-gallon hat +n03125729 cradle +n03126707 crane +n03127747 crash helmet +n03127925 crate +n03131574 crib, cot +n03133878 Crock Pot +n03134739 croquet ball +n03141823 crutch +n03146219 cuirass +n03160309 dam, dike, dyke +n03179701 desk +n03180011 desktop computer +n03187595 dial telephone, dial phone +n03188531 diaper, nappy, napkin +n03196217 digital clock +n03197337 digital watch +n03201208 dining table, board +n03207743 dishrag, dishcloth +n03207941 dishwasher, dish washer, dishwashing machine +n03208938 disk brake, disc brake +n03216828 dock, dockage, docking facility +n03218198 dogsled, dog sled, dog sleigh +n03220513 dome +n03223299 doormat, welcome mat +n03240683 drilling platform, offshore rig +n03249569 drum, membranophone, tympan +n03250847 drumstick +n03255030 dumbbell +n03259280 Dutch oven +n03271574 electric fan, blower +n03272010 electric guitar +n03272562 electric locomotive +n03290653 entertainment center +n03291819 envelope +n03297495 espresso maker +n03314780 face powder +n03325584 feather boa, boa +n03337140 file, file cabinet, filing cabinet +n03344393 fireboat +n03345487 fire engine, fire truck +n03347037 fire screen, fireguard +n03355925 flagpole, flagstaff +n03372029 flute, transverse flute +n03376595 folding chair +n03379051 football helmet +n03384352 forklift +n03388043 fountain +n03388183 fountain pen +n03388549 four-poster +n03393912 freight car +n03394916 French horn, horn +n03400231 frying pan, frypan, skillet +n03404251 fur coat +n03417042 garbage truck, dustcart +n03424325 gasmask, respirator, gas helmet +n03425413 gas pump, gasoline pump, petrol pump, island dispenser +n03443371 goblet +n03444034 go-kart +n03445777 golf ball +n03445924 golfcart, golf cart +n03447447 gondola +n03447721 gong, tam-tam +n03450230 gown +n03452741 grand piano, grand +n03457902 greenhouse, nursery, glasshouse +n03459775 grille, radiator grille +n03461385 grocery store, grocery, food market, market +n03467068 guillotine +n03476684 hair slide +n03476991 hair spray +n03478589 half track +n03481172 hammer +n03482405 hamper +n03483316 hand blower, blow dryer, blow drier, hair dryer, hair drier +n03485407 hand-held computer, hand-held microcomputer +n03485794 handkerchief, hankie, hanky, hankey +n03492542 hard disc, hard disk, fixed disk +n03494278 harmonica, mouth organ, harp, mouth harp +n03495258 harp +n03496892 harvester, reaper +n03498962 hatchet +n03527444 holster +n03529860 home theater, home theatre +n03530642 honeycomb +n03532672 hook, claw +n03534580 hoopskirt, crinoline +n03535780 horizontal bar, high bar +n03538406 horse cart, horse-cart +n03544143 hourglass +n03584254 iPod +n03584829 iron, smoothing iron +n03590841 jack-o'-lantern +n03594734 jean, blue jean, denim +n03594945 jeep, landrover +n03595614 jersey, T-shirt, tee shirt +n03598930 jigsaw puzzle +n03599486 jinrikisha, ricksha, rickshaw +n03602883 joystick +n03617480 kimono +n03623198 knee pad +n03627232 knot +n03630383 lab coat, laboratory coat +n03633091 ladle +n03637318 lampshade, lamp shade +n03642806 laptop, laptop computer +n03649909 lawn mower, mower +n03657121 lens cap, lens cover +n03658185 letter opener, paper knife, paperknife +n03661043 library +n03662601 lifeboat +n03666591 lighter, light, igniter, ignitor +n03670208 limousine, limo +n03673027 liner, ocean liner +n03676483 lipstick, lip rouge +n03680355 Loafer +n03690938 lotion +n03691459 loudspeaker, speaker, speaker unit, loudspeaker system, speaker system +n03692522 loupe, jeweler's loupe +n03697007 lumbermill, sawmill +n03706229 magnetic compass +n03709823 mailbag, postbag +n03710193 mailbox, letter box +n03710637 maillot +n03710721 maillot, tank suit +n03717622 manhole cover +n03720891 maraca +n03721384 marimba, xylophone +n03724870 mask +n03729826 matchstick +n03733131 maypole +n03733281 maze, labyrinth +n03733805 measuring cup +n03742115 medicine chest, medicine cabinet +n03743016 megalith, megalithic structure +n03759954 microphone, mike +n03761084 microwave, microwave oven +n03763968 military uniform +n03764736 milk can +n03769881 minibus +n03770439 miniskirt, mini +n03770679 minivan +n03773504 missile +n03775071 mitten +n03775546 mixing bowl +n03776460 mobile home, manufactured home +n03777568 Model T +n03777754 modem +n03781244 monastery +n03782006 monitor +n03785016 moped +n03786901 mortar +n03787032 mortarboard +n03788195 mosque +n03788365 mosquito net +n03791053 motor scooter, scooter +n03792782 mountain bike, all-terrain bike, off-roader +n03792972 mountain tent +n03793489 mouse, computer mouse +n03794056 mousetrap +n03796401 moving van +n03803284 muzzle +n03804744 nail +n03814639 neck brace +n03814906 necklace +n03825788 nipple +n03832673 notebook, notebook computer +n03837869 obelisk +n03838899 oboe, hautboy, hautbois +n03840681 ocarina, sweet potato +n03841143 odometer, hodometer, mileometer, milometer +n03843555 oil filter +n03854065 organ, pipe organ +n03857828 oscilloscope, scope, cathode-ray oscilloscope, CRO +n03866082 overskirt +n03868242 oxcart +n03868863 oxygen mask +n03871628 packet +n03873416 paddle, boat paddle +n03874293 paddlewheel, paddle wheel +n03874599 padlock +n03876231 paintbrush +n03877472 pajama, pyjama, pj's, jammies +n03877845 palace +n03884397 panpipe, pandean pipe, syrinx +n03887697 paper towel +n03888257 parachute, chute +n03888605 parallel bars, bars +n03891251 park bench +n03891332 parking meter +n03895866 passenger car, coach, carriage +n03899768 patio, terrace +n03902125 pay-phone, pay-station +n03903868 pedestal, plinth, footstall +n03908618 pencil box, pencil case +n03908714 pencil sharpener +n03916031 perfume, essence +n03920288 Petri dish +n03924679 photocopier +n03929660 pick, plectrum, plectron +n03929855 pickelhaube +n03930313 picket fence, paling +n03930630 pickup, pickup truck +n03933933 pier +n03935335 piggy bank, penny bank +n03937543 pill bottle +n03938244 pillow +n03942813 ping-pong ball +n03944341 pinwheel +n03947888 pirate, pirate ship +n03950228 pitcher, ewer +n03954731 plane, carpenter's plane, woodworking plane +n03956157 planetarium +n03958227 plastic bag +n03961711 plate rack +n03967562 plow, plough +n03970156 plunger, plumber's helper +n03976467 Polaroid camera, Polaroid Land camera +n03976657 pole +n03977966 police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria +n03980874 poncho +n03982430 pool table, billiard table, snooker table +n03983396 pop bottle, soda bottle +n03991062 pot, flowerpot +n03992509 potter's wheel +n03995372 power drill +n03998194 prayer rug, prayer mat +n04004767 printer +n04005630 prison, prison house +n04008634 projectile, missile +n04009552 projector +n04019541 puck, hockey puck +n04023962 punching bag, punch bag, punching ball, punchball +n04026417 purse +n04033901 quill, quill pen +n04033995 quilt, comforter, comfort, puff +n04037443 racer, race car, racing car +n04039381 racket, racquet +n04040759 radiator +n04041544 radio, wireless +n04044716 radio telescope, radio reflector +n04049303 rain barrel +n04065272 recreational vehicle, RV, R.V. +n04067472 reel +n04069434 reflex camera +n04070727 refrigerator, icebox +n04074963 remote control, remote +n04081281 restaurant, eating house, eating place, eatery +n04086273 revolver, six-gun, six-shooter +n04090263 rifle +n04099969 rocking chair, rocker +n04111531 rotisserie +n04116512 rubber eraser, rubber, pencil eraser +n04118538 rugby ball +n04118776 rule, ruler +n04120489 running shoe +n04125021 safe +n04127249 safety pin +n04131690 saltshaker, salt shaker +n04133789 sandal +n04136333 sarong +n04141076 sax, saxophone +n04141327 scabbard +n04141975 scale, weighing machine +n04146614 school bus +n04147183 schooner +n04149813 scoreboard +n04152593 screen, CRT screen +n04153751 screw +n04154565 screwdriver +n04162706 seat belt, seatbelt +n04179913 sewing machine +n04192698 shield, buckler +n04200800 shoe shop, shoe-shop, shoe store +n04201297 shoji +n04204238 shopping basket +n04204347 shopping cart +n04208210 shovel +n04209133 shower cap +n04209239 shower curtain +n04228054 ski +n04229816 ski mask +n04235860 sleeping bag +n04238763 slide rule, slipstick +n04239074 sliding door +n04243546 slot, one-armed bandit +n04251144 snorkel +n04252077 snowmobile +n04252225 snowplow, snowplough +n04254120 soap dispenser +n04254680 soccer ball +n04254777 sock +n04258138 solar dish, solar collector, solar furnace +n04259630 sombrero +n04263257 soup bowl +n04264628 space bar +n04265275 space heater +n04266014 space shuttle +n04270147 spatula +n04273569 speedboat +n04275548 spider web, spider's web +n04277352 spindle +n04285008 sports car, sport car +n04286575 spotlight, spot +n04296562 stage +n04310018 steam locomotive +n04311004 steel arch bridge +n04311174 steel drum +n04317175 stethoscope +n04325704 stole +n04326547 stone wall +n04328186 stopwatch, stop watch +n04330267 stove +n04332243 strainer +n04335435 streetcar, tram, tramcar, trolley, trolley car +n04336792 stretcher +n04344873 studio couch, day bed +n04346328 stupa, tope +n04347754 submarine, pigboat, sub, U-boat +n04350905 suit, suit of clothes +n04355338 sundial +n04355933 sunglass +n04356056 sunglasses, dark glasses, shades +n04357314 sunscreen, sunblock, sun blocker +n04366367 suspension bridge +n04367480 swab, swob, mop +n04370456 sweatshirt +n04371430 swimming trunks, bathing trunks +n04371774 swing +n04372370 switch, electric switch, electrical switch +n04376876 syringe +n04380533 table lamp +n04389033 tank, army tank, armored combat vehicle, armoured combat vehicle +n04392985 tape player +n04398044 teapot +n04399382 teddy, teddy bear +n04404412 television, television system +n04409515 tennis ball +n04417672 thatch, thatched roof +n04418357 theater curtain, theatre curtain +n04423845 thimble +n04428191 thresher, thrasher, threshing machine +n04429376 throne +n04435653 tile roof +n04442312 toaster +n04443257 tobacco shop, tobacconist shop, tobacconist +n04447861 toilet seat +n04456115 torch +n04458633 totem pole +n04461696 tow truck, tow car, wrecker +n04462240 toyshop +n04465501 tractor +n04467665 trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi +n04476259 tray +n04479046 trench coat +n04482393 tricycle, trike, velocipede +n04483307 trimaran +n04485082 tripod +n04486054 triumphal arch +n04487081 trolleybus, trolley coach, trackless trolley +n04487394 trombone +n04493381 tub, vat +n04501370 turnstile +n04505470 typewriter keyboard +n04507155 umbrella +n04509417 unicycle, monocycle +n04515003 upright, upright piano +n04517823 vacuum, vacuum cleaner +n04522168 vase +n04523525 vault +n04525038 velvet +n04525305 vending machine +n04532106 vestment +n04532670 viaduct +n04536866 violin, fiddle +n04540053 volleyball +n04542943 waffle iron +n04548280 wall clock +n04548362 wallet, billfold, notecase, pocketbook +n04550184 wardrobe, closet, press +n04552348 warplane, military plane +n04553703 washbasin, handbasin, washbowl, lavabo, wash-hand basin +n04554684 washer, automatic washer, washing machine +n04557648 water bottle +n04560804 water jug +n04562935 water tower +n04579145 whiskey jug +n04579432 whistle +n04584207 wig +n04589890 window screen +n04590129 window shade +n04591157 Windsor tie +n04591713 wine bottle +n04592741 wing +n04596742 wok +n04597913 wooden spoon +n04599235 wool, woolen, woollen +n04604644 worm fence, snake fence, snake-rail fence, Virginia fence +n04606251 wreck +n04612504 yawl +n04613696 yurt +n06359193 web site, website, internet site, site +n06596364 comic book +n06785654 crossword puzzle, crossword +n06794110 street sign +n06874185 traffic light, traffic signal, stoplight +n07248320 book jacket, dust cover, dust jacket, dust wrapper +n07565083 menu +n07579787 plate +n07583066 guacamole +n07584110 consomme +n07590611 hot pot, hotpot +n07613480 trifle +n07614500 ice cream, icecream +n07615774 ice lolly, lolly, lollipop, popsicle +n07684084 French loaf +n07693725 bagel, beigel +n07695742 pretzel +n07697313 cheeseburger +n07697537 hotdog, hot dog, red hot +n07711569 mashed potato +n07714571 head cabbage +n07714990 broccoli +n07715103 cauliflower +n07716358 zucchini, courgette +n07716906 spaghetti squash +n07717410 acorn squash +n07717556 butternut squash +n07718472 cucumber, cuke +n07718747 artichoke, globe artichoke +n07720875 bell pepper +n07730033 cardoon +n07734744 mushroom +n07742313 Granny Smith +n07745940 strawberry +n07747607 orange +n07749582 lemon +n07753113 fig +n07753275 pineapple, ananas +n07753592 banana +n07754684 jackfruit, jak, jack +n07760859 custard apple +n07768694 pomegranate +n07802026 hay +n07831146 carbonara +n07836838 chocolate sauce, chocolate syrup +n07860988 dough +n07871810 meat loaf, meatloaf +n07873807 pizza, pizza pie +n07875152 potpie +n07880968 burrito +n07892512 red wine +n07920052 espresso +n07930864 cup +n07932039 eggnog +n09193705 alp +n09229709 bubble +n09246464 cliff, drop, drop-off +n09256479 coral reef +n09288635 geyser +n09332890 lakeside, lakeshore +n09399592 promontory, headland, head, foreland +n09421951 sandbar, sand bar +n09428293 seashore, coast, seacoast, sea-coast +n09468604 valley, vale +n09472597 volcano +n09835506 ballplayer, baseball player +n10148035 groom, bridegroom +n10565667 scuba diver +n11879895 rapeseed +n11939491 daisy +n12057211 yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum +n12144580 corn +n12267677 acorn +n12620546 hip, rose 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Path is hardcoded, need to be fix --- OpenCVTest/.cproject | 184 -- OpenCVTest/.project | 27 - OpenCVTest/.settings/language.settings.xml | 25 - .../org.eclipse.cdt.codan.core.prefs | 67 - OpenCVTest/Debug/OpenCVTest | Bin 887088 -> 0 bytes OpenCVTest/Debug/makefile | 59 - OpenCVTest/Debug/objects.mk | 8 - OpenCVTest/Debug/sources.mk | 27 - OpenCVTest/Debug/src/DeepGaze1.d | 3 - OpenCVTest/Debug/src/DeepGaze1.o | Bin 1290440 -> 0 bytes OpenCVTest/Debug/src/main.d | 3 - OpenCVTest/Debug/src/main.o | Bin 970992 -> 0 bytes OpenCVTest/Debug/src/subdir.mk | 27 - OpenCVTest/bvlc_googlenet.prototxt | 2156 ----------------- OpenCVTest/deploy.prototxt | 212 -- OpenCVTest/src/DeepGaze1.cpp | 61 - OpenCVTest/src/DeepGaze1.hpp | 39 - OpenCVTest/src/main | 84 - OpenCVTest/src/main.cpp | 30 - OpenCVTest/synset_words.txt | 1000 -------- OpenCVTest/timg.jpeg | Bin 84888 -> 0 bytes .../saliency/saliencySpecializedClasses.hpp | 40 + modules/saliency/src/DeepGaze1.cpp | 255 ++ 23 files changed, 295 insertions(+), 4012 deletions(-) delete mode 100644 OpenCVTest/.cproject delete mode 100644 OpenCVTest/.project delete mode 100644 OpenCVTest/.settings/language.settings.xml delete mode 100644 OpenCVTest/.settings/org.eclipse.cdt.codan.core.prefs delete mode 100755 OpenCVTest/Debug/OpenCVTest delete mode 100644 OpenCVTest/Debug/makefile delete mode 100644 OpenCVTest/Debug/objects.mk delete mode 100644 OpenCVTest/Debug/sources.mk delete mode 100644 OpenCVTest/Debug/src/DeepGaze1.d delete mode 100644 OpenCVTest/Debug/src/DeepGaze1.o delete mode 100644 OpenCVTest/Debug/src/main.d delete mode 100644 OpenCVTest/Debug/src/main.o delete mode 100644 OpenCVTest/Debug/src/subdir.mk delete mode 100644 OpenCVTest/bvlc_googlenet.prototxt delete mode 100644 OpenCVTest/deploy.prototxt delete mode 100644 OpenCVTest/src/DeepGaze1.cpp delete mode 100644 OpenCVTest/src/DeepGaze1.hpp delete mode 100644 OpenCVTest/src/main delete mode 100644 OpenCVTest/src/main.cpp delete mode 100644 OpenCVTest/synset_words.txt delete mode 100644 OpenCVTest/timg.jpeg create mode 100644 modules/saliency/src/DeepGaze1.cpp diff --git a/OpenCVTest/.cproject b/OpenCVTest/.cproject deleted file mode 100644 index cea86af03d9..00000000000 --- a/OpenCVTest/.cproject +++ /dev/null @@ -1,184 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/OpenCVTest/.project b/OpenCVTest/.project deleted file mode 100644 index e614b78fea9..00000000000 --- a/OpenCVTest/.project +++ /dev/null @@ -1,27 +0,0 @@ - - - OpenCVTest - - - - - - org.eclipse.cdt.managedbuilder.core.genmakebuilder - clean,full,incremental, - - - - - org.eclipse.cdt.managedbuilder.core.ScannerConfigBuilder - full,incremental, - - - - - - org.eclipse.cdt.core.cnature - org.eclipse.cdt.core.ccnature - org.eclipse.cdt.managedbuilder.core.managedBuildNature - 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fqzSaodxV_ouXViAi9fL#4qk4k0)6kl%K!fWR+(-5 diff --git a/OpenCVTest/Debug/src/subdir.mk b/OpenCVTest/Debug/src/subdir.mk deleted file mode 100644 index a88f1e4c569..00000000000 --- a/OpenCVTest/Debug/src/subdir.mk +++ /dev/null @@ -1,27 +0,0 @@ -################################################################################ -# Automatically-generated file. Do not edit! -################################################################################ - -# Add inputs and outputs from these tool invocations to the build variables -CPP_SRCS += \ -../src/DeepGaze1.cpp \ -../src/main.cpp - -OBJS += \ -./src/DeepGaze1.o \ -./src/main.o - -CPP_DEPS += \ -./src/DeepGaze1.d \ -./src/main.d - - -# Each subdirectory must supply rules for building sources it contributes -src/%.o: ../src/%.cpp - @echo 'Building file: $<' - @echo 'Invoking: Cross G++ Compiler' - g++ -I/usr/local/include/opencv -I/usr/local/include/opencv2 -O0 -g3 -Wall -c -fmessage-length=0 -std=c++11 -MMD -MP -MF"$(@:%.o=%.d)" -MT"$(@:%.o=%.d)" -o "$@" "$<" - @echo 'Finished building: $<' - @echo ' ' - - diff --git a/OpenCVTest/bvlc_googlenet.prototxt b/OpenCVTest/bvlc_googlenet.prototxt deleted file mode 100644 index 4648bf26efc..00000000000 --- a/OpenCVTest/bvlc_googlenet.prototxt +++ /dev/null @@ -1,2156 +0,0 @@ -name: "GoogleNet" -input: "data" -input_dim: 10 -input_dim: 3 -input_dim: 224 -input_dim: 224 -layer { - name: "conv1/7x7_s2" - type: "Convolution" - bottom: "data" - top: "conv1/7x7_s2" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 3 - kernel_size: 7 - stride: 2 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "conv1/relu_7x7" - type: "ReLU" - bottom: "conv1/7x7_s2" - top: "conv1/7x7_s2" -} -layer { - name: "pool1/3x3_s2" - type: "Pooling" - bottom: "conv1/7x7_s2" - top: "pool1/3x3_s2" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "pool1/norm1" - type: "LRN" - bottom: "pool1/3x3_s2" - top: "pool1/norm1" - lrn_param { - local_size: 5 - alpha: 0.0001 - beta: 0.75 - } -} -layer { - name: "conv2/3x3_reduce" - type: "Convolution" - bottom: "pool1/norm1" - top: "conv2/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "conv2/relu_3x3_reduce" - type: "ReLU" - bottom: "conv2/3x3_reduce" - top: "conv2/3x3_reduce" -} -layer { - name: "conv2/3x3" - type: "Convolution" - bottom: "conv2/3x3_reduce" - top: "conv2/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 192 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "conv2/relu_3x3" - type: "ReLU" - bottom: "conv2/3x3" - top: "conv2/3x3" -} -layer { - name: "conv2/norm2" - type: "LRN" - bottom: "conv2/3x3" - top: "conv2/norm2" - lrn_param { - local_size: 5 - alpha: 0.0001 - beta: 0.75 - } -} -layer { - name: "pool2/3x3_s2" - type: "Pooling" - bottom: "conv2/norm2" - top: "pool2/3x3_s2" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "inception_3a/1x1" - type: "Convolution" - bottom: "pool2/3x3_s2" - top: "inception_3a/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_1x1" - type: "ReLU" - bottom: "inception_3a/1x1" - top: "inception_3a/1x1" -} -layer { - name: "inception_3a/3x3_reduce" - type: "Convolution" - bottom: "pool2/3x3_s2" - top: "inception_3a/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 96 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_3a/3x3_reduce" - top: "inception_3a/3x3_reduce" -} -layer { - name: "inception_3a/3x3" - type: "Convolution" - bottom: "inception_3a/3x3_reduce" - top: "inception_3a/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_3x3" - type: "ReLU" - bottom: "inception_3a/3x3" - top: "inception_3a/3x3" -} -layer { - name: "inception_3a/5x5_reduce" - type: "Convolution" - bottom: "pool2/3x3_s2" - top: "inception_3a/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 16 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_3a/5x5_reduce" - top: "inception_3a/5x5_reduce" -} -layer { - name: "inception_3a/5x5" - type: "Convolution" - bottom: "inception_3a/5x5_reduce" - top: "inception_3a/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_5x5" - type: "ReLU" - bottom: "inception_3a/5x5" - top: "inception_3a/5x5" -} -layer { - name: "inception_3a/pool" - type: "Pooling" - bottom: "pool2/3x3_s2" - top: "inception_3a/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_3a/pool_proj" - type: "Convolution" - bottom: "inception_3a/pool" - top: "inception_3a/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3a/relu_pool_proj" - type: "ReLU" - bottom: "inception_3a/pool_proj" - top: "inception_3a/pool_proj" -} -layer { - name: "inception_3a/output" - type: "Concat" - bottom: "inception_3a/1x1" - bottom: "inception_3a/3x3" - bottom: "inception_3a/5x5" - bottom: "inception_3a/pool_proj" - top: "inception_3a/output" -} -layer { - name: "inception_3b/1x1" - type: "Convolution" - bottom: "inception_3a/output" - top: "inception_3b/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_1x1" - type: "ReLU" - bottom: "inception_3b/1x1" - top: "inception_3b/1x1" -} -layer { - name: "inception_3b/3x3_reduce" - type: "Convolution" - bottom: "inception_3a/output" - top: "inception_3b/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_3b/3x3_reduce" - top: "inception_3b/3x3_reduce" -} -layer { - name: "inception_3b/3x3" - type: "Convolution" - bottom: "inception_3b/3x3_reduce" - top: "inception_3b/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 192 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_3x3" - type: "ReLU" - bottom: "inception_3b/3x3" - top: "inception_3b/3x3" -} -layer { - name: "inception_3b/5x5_reduce" - type: "Convolution" - bottom: "inception_3a/output" - top: "inception_3b/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_3b/5x5_reduce" - top: "inception_3b/5x5_reduce" -} -layer { - name: "inception_3b/5x5" - type: "Convolution" - bottom: "inception_3b/5x5_reduce" - top: "inception_3b/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 96 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_5x5" - type: "ReLU" - bottom: "inception_3b/5x5" - top: "inception_3b/5x5" -} -layer { - name: "inception_3b/pool" - type: "Pooling" - bottom: "inception_3a/output" - top: "inception_3b/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_3b/pool_proj" - type: "Convolution" - bottom: "inception_3b/pool" - top: "inception_3b/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_3b/relu_pool_proj" - type: "ReLU" - bottom: "inception_3b/pool_proj" - top: "inception_3b/pool_proj" -} -layer { - name: "inception_3b/output" - type: "Concat" - bottom: "inception_3b/1x1" - bottom: "inception_3b/3x3" - bottom: "inception_3b/5x5" - bottom: "inception_3b/pool_proj" - top: "inception_3b/output" -} -layer { - name: "pool3/3x3_s2" - type: "Pooling" - bottom: "inception_3b/output" - top: "pool3/3x3_s2" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "inception_4a/1x1" - type: "Convolution" - bottom: "pool3/3x3_s2" - top: "inception_4a/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 192 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_1x1" - type: "ReLU" - bottom: "inception_4a/1x1" - top: "inception_4a/1x1" -} -layer { - name: "inception_4a/3x3_reduce" - type: "Convolution" - bottom: "pool3/3x3_s2" - top: "inception_4a/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 96 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4a/3x3_reduce" - top: "inception_4a/3x3_reduce" -} -layer { - name: "inception_4a/3x3" - type: "Convolution" - bottom: "inception_4a/3x3_reduce" - top: "inception_4a/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 208 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_3x3" - type: "ReLU" - bottom: "inception_4a/3x3" - top: "inception_4a/3x3" -} -layer { - name: "inception_4a/5x5_reduce" - type: "Convolution" - bottom: "pool3/3x3_s2" - top: "inception_4a/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 16 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4a/5x5_reduce" - top: "inception_4a/5x5_reduce" -} -layer { - name: "inception_4a/5x5" - type: "Convolution" - bottom: "inception_4a/5x5_reduce" - top: "inception_4a/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 48 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_5x5" - type: "ReLU" - bottom: "inception_4a/5x5" - top: "inception_4a/5x5" -} -layer { - name: "inception_4a/pool" - type: "Pooling" - bottom: "pool3/3x3_s2" - top: "inception_4a/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4a/pool_proj" - type: "Convolution" - bottom: "inception_4a/pool" - top: "inception_4a/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4a/relu_pool_proj" - type: "ReLU" - bottom: "inception_4a/pool_proj" - top: "inception_4a/pool_proj" -} -layer { - name: "inception_4a/output" - type: "Concat" - bottom: "inception_4a/1x1" - bottom: "inception_4a/3x3" - bottom: "inception_4a/5x5" - bottom: "inception_4a/pool_proj" - top: "inception_4a/output" -} -layer { - name: "inception_4b/1x1" - type: "Convolution" - bottom: "inception_4a/output" - top: "inception_4b/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 160 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_1x1" - type: "ReLU" - bottom: "inception_4b/1x1" - top: "inception_4b/1x1" -} -layer { - name: "inception_4b/3x3_reduce" - type: "Convolution" - bottom: "inception_4a/output" - top: "inception_4b/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 112 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4b/3x3_reduce" - top: "inception_4b/3x3_reduce" -} -layer { - name: "inception_4b/3x3" - type: "Convolution" - bottom: "inception_4b/3x3_reduce" - top: "inception_4b/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 224 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_3x3" - type: "ReLU" - bottom: "inception_4b/3x3" - top: "inception_4b/3x3" -} -layer { - name: "inception_4b/5x5_reduce" - type: "Convolution" - bottom: "inception_4a/output" - top: "inception_4b/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 24 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4b/5x5_reduce" - top: "inception_4b/5x5_reduce" -} -layer { - name: "inception_4b/5x5" - type: "Convolution" - bottom: "inception_4b/5x5_reduce" - top: "inception_4b/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_5x5" - type: "ReLU" - bottom: "inception_4b/5x5" - top: "inception_4b/5x5" -} -layer { - name: "inception_4b/pool" - type: "Pooling" - bottom: "inception_4a/output" - top: "inception_4b/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4b/pool_proj" - type: "Convolution" - bottom: "inception_4b/pool" - top: "inception_4b/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4b/relu_pool_proj" - type: "ReLU" - bottom: "inception_4b/pool_proj" - top: "inception_4b/pool_proj" -} -layer { - name: "inception_4b/output" - type: "Concat" - bottom: "inception_4b/1x1" - bottom: "inception_4b/3x3" - bottom: "inception_4b/5x5" - bottom: "inception_4b/pool_proj" - top: "inception_4b/output" -} -layer { - name: "inception_4c/1x1" - type: "Convolution" - bottom: "inception_4b/output" - top: "inception_4c/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_1x1" - type: "ReLU" - bottom: "inception_4c/1x1" - top: "inception_4c/1x1" -} -layer { - name: "inception_4c/3x3_reduce" - type: "Convolution" - bottom: "inception_4b/output" - top: "inception_4c/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4c/3x3_reduce" - top: "inception_4c/3x3_reduce" -} -layer { - name: "inception_4c/3x3" - type: "Convolution" - bottom: "inception_4c/3x3_reduce" - top: "inception_4c/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_3x3" - type: "ReLU" - bottom: "inception_4c/3x3" - top: "inception_4c/3x3" -} -layer { - name: "inception_4c/5x5_reduce" - type: "Convolution" - bottom: "inception_4b/output" - top: "inception_4c/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 24 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4c/5x5_reduce" - top: "inception_4c/5x5_reduce" -} -layer { - name: "inception_4c/5x5" - type: "Convolution" - bottom: "inception_4c/5x5_reduce" - top: "inception_4c/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_5x5" - type: "ReLU" - bottom: "inception_4c/5x5" - top: "inception_4c/5x5" -} -layer { - name: "inception_4c/pool" - type: "Pooling" - bottom: "inception_4b/output" - top: "inception_4c/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4c/pool_proj" - type: "Convolution" - bottom: "inception_4c/pool" - top: "inception_4c/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4c/relu_pool_proj" - type: "ReLU" - bottom: "inception_4c/pool_proj" - top: "inception_4c/pool_proj" -} -layer { - name: "inception_4c/output" - type: "Concat" - bottom: "inception_4c/1x1" - bottom: "inception_4c/3x3" - bottom: "inception_4c/5x5" - bottom: "inception_4c/pool_proj" - top: "inception_4c/output" -} -layer { - name: "inception_4d/1x1" - type: "Convolution" - bottom: "inception_4c/output" - top: "inception_4d/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 112 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_1x1" - type: "ReLU" - bottom: "inception_4d/1x1" - top: "inception_4d/1x1" -} -layer { - name: "inception_4d/3x3_reduce" - type: "Convolution" - bottom: "inception_4c/output" - top: "inception_4d/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 144 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4d/3x3_reduce" - top: "inception_4d/3x3_reduce" -} -layer { - name: "inception_4d/3x3" - type: "Convolution" - bottom: "inception_4d/3x3_reduce" - top: "inception_4d/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 288 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_3x3" - type: "ReLU" - bottom: "inception_4d/3x3" - top: "inception_4d/3x3" -} -layer { - name: "inception_4d/5x5_reduce" - type: "Convolution" - bottom: "inception_4c/output" - top: "inception_4d/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4d/5x5_reduce" - top: "inception_4d/5x5_reduce" -} -layer { - name: "inception_4d/5x5" - type: "Convolution" - bottom: "inception_4d/5x5_reduce" - top: "inception_4d/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_5x5" - type: "ReLU" - bottom: "inception_4d/5x5" - top: "inception_4d/5x5" -} -layer { - name: "inception_4d/pool" - type: "Pooling" - bottom: "inception_4c/output" - top: "inception_4d/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4d/pool_proj" - type: "Convolution" - bottom: "inception_4d/pool" - top: "inception_4d/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 64 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4d/relu_pool_proj" - type: "ReLU" - bottom: "inception_4d/pool_proj" - top: "inception_4d/pool_proj" -} -layer { - name: "inception_4d/output" - type: "Concat" - bottom: "inception_4d/1x1" - bottom: "inception_4d/3x3" - bottom: "inception_4d/5x5" - bottom: "inception_4d/pool_proj" - top: "inception_4d/output" -} -layer { - name: "inception_4e/1x1" - type: "Convolution" - bottom: "inception_4d/output" - top: "inception_4e/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_1x1" - type: "ReLU" - bottom: "inception_4e/1x1" - top: "inception_4e/1x1" -} -layer { - name: "inception_4e/3x3_reduce" - type: "Convolution" - bottom: "inception_4d/output" - top: "inception_4e/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 160 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_4e/3x3_reduce" - top: "inception_4e/3x3_reduce" -} -layer { - name: "inception_4e/3x3" - type: "Convolution" - bottom: "inception_4e/3x3_reduce" - top: "inception_4e/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 320 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_3x3" - type: "ReLU" - bottom: "inception_4e/3x3" - top: "inception_4e/3x3" -} -layer { - name: "inception_4e/5x5_reduce" - type: "Convolution" - bottom: "inception_4d/output" - top: "inception_4e/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_4e/5x5_reduce" - top: "inception_4e/5x5_reduce" -} -layer { - name: "inception_4e/5x5" - type: "Convolution" - bottom: "inception_4e/5x5_reduce" - top: "inception_4e/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_5x5" - type: "ReLU" - bottom: "inception_4e/5x5" - top: "inception_4e/5x5" -} -layer { - name: "inception_4e/pool" - type: "Pooling" - bottom: "inception_4d/output" - top: "inception_4e/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_4e/pool_proj" - type: "Convolution" - bottom: "inception_4e/pool" - top: "inception_4e/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_4e/relu_pool_proj" - type: "ReLU" - bottom: "inception_4e/pool_proj" - top: "inception_4e/pool_proj" -} -layer { - name: "inception_4e/output" - type: "Concat" - bottom: "inception_4e/1x1" - bottom: "inception_4e/3x3" - bottom: "inception_4e/5x5" - bottom: "inception_4e/pool_proj" - top: "inception_4e/output" -} -layer { - name: "pool4/3x3_s2" - type: "Pooling" - bottom: "inception_4e/output" - top: "pool4/3x3_s2" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "inception_5a/1x1" - type: "Convolution" - bottom: "pool4/3x3_s2" - top: "inception_5a/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 256 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_1x1" - type: "ReLU" - bottom: "inception_5a/1x1" - top: "inception_5a/1x1" -} -layer { - name: "inception_5a/3x3_reduce" - type: "Convolution" - bottom: "pool4/3x3_s2" - top: "inception_5a/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 160 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_5a/3x3_reduce" - top: "inception_5a/3x3_reduce" -} -layer { - name: "inception_5a/3x3" - type: "Convolution" - bottom: "inception_5a/3x3_reduce" - top: "inception_5a/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 320 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_3x3" - type: "ReLU" - bottom: "inception_5a/3x3" - top: "inception_5a/3x3" -} -layer { - name: "inception_5a/5x5_reduce" - type: "Convolution" - bottom: "pool4/3x3_s2" - top: "inception_5a/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 32 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_5a/5x5_reduce" - top: "inception_5a/5x5_reduce" -} -layer { - name: "inception_5a/5x5" - type: "Convolution" - bottom: "inception_5a/5x5_reduce" - top: "inception_5a/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_5x5" - type: "ReLU" - bottom: "inception_5a/5x5" - top: "inception_5a/5x5" -} -layer { - name: "inception_5a/pool" - type: "Pooling" - bottom: "pool4/3x3_s2" - top: "inception_5a/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_5a/pool_proj" - type: "Convolution" - bottom: "inception_5a/pool" - top: "inception_5a/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5a/relu_pool_proj" - type: "ReLU" - bottom: "inception_5a/pool_proj" - top: "inception_5a/pool_proj" -} -layer { - name: "inception_5a/output" - type: "Concat" - bottom: "inception_5a/1x1" - bottom: "inception_5a/3x3" - bottom: "inception_5a/5x5" - bottom: "inception_5a/pool_proj" - top: "inception_5a/output" -} -layer { - name: "inception_5b/1x1" - type: "Convolution" - bottom: "inception_5a/output" - top: "inception_5b/1x1" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 384 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_1x1" - type: "ReLU" - bottom: "inception_5b/1x1" - top: "inception_5b/1x1" -} -layer { - name: "inception_5b/3x3_reduce" - type: "Convolution" - bottom: "inception_5a/output" - top: "inception_5b/3x3_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 192 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.09 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_3x3_reduce" - type: "ReLU" - bottom: "inception_5b/3x3_reduce" - top: "inception_5b/3x3_reduce" -} -layer { - name: "inception_5b/3x3" - type: "Convolution" - bottom: "inception_5b/3x3_reduce" - top: "inception_5b/3x3" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 384 - pad: 1 - kernel_size: 3 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_3x3" - type: "ReLU" - bottom: "inception_5b/3x3" - top: "inception_5b/3x3" -} -layer { - name: "inception_5b/5x5_reduce" - type: "Convolution" - bottom: "inception_5a/output" - top: "inception_5b/5x5_reduce" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 48 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.2 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_5x5_reduce" - type: "ReLU" - bottom: "inception_5b/5x5_reduce" - top: "inception_5b/5x5_reduce" -} -layer { - name: "inception_5b/5x5" - type: "Convolution" - bottom: "inception_5b/5x5_reduce" - top: "inception_5b/5x5" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - pad: 2 - kernel_size: 5 - weight_filler { - type: "xavier" - std: 0.03 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_5x5" - type: "ReLU" - bottom: "inception_5b/5x5" - top: "inception_5b/5x5" -} -layer { - name: "inception_5b/pool" - type: "Pooling" - bottom: "inception_5a/output" - top: "inception_5b/pool" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 1 - pad: 1 - } -} -layer { - name: "inception_5b/pool_proj" - type: "Convolution" - bottom: "inception_5b/pool" - top: "inception_5b/pool_proj" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - convolution_param { - num_output: 128 - kernel_size: 1 - weight_filler { - type: "xavier" - std: 0.1 - } - bias_filler { - type: "constant" - value: 0.2 - } - } -} -layer { - name: "inception_5b/relu_pool_proj" - type: "ReLU" - bottom: "inception_5b/pool_proj" - top: "inception_5b/pool_proj" -} -layer { - name: "inception_5b/output" - type: "Concat" - bottom: "inception_5b/1x1" - bottom: "inception_5b/3x3" - bottom: "inception_5b/5x5" - bottom: "inception_5b/pool_proj" - top: "inception_5b/output" -} -layer { - name: "pool5/7x7_s1" - type: "Pooling" - bottom: "inception_5b/output" - top: "pool5/7x7_s1" - pooling_param { - pool: AVE - kernel_size: 7 - stride: 1 - } -} -layer { - name: "pool5/drop_7x7_s1" - type: "Dropout" - bottom: "pool5/7x7_s1" - top: "pool5/7x7_s1" - dropout_param { - dropout_ratio: 0.4 - } -} -layer { - name: "loss3/classifier" - type: "InnerProduct" - bottom: "pool5/7x7_s1" - top: "loss3/classifier" - param { - lr_mult: 1 - decay_mult: 1 - } - param { - lr_mult: 2 - decay_mult: 0 - } - inner_product_param { - num_output: 1000 - weight_filler { - type: "xavier" - } - bias_filler { - type: "constant" - value: 0 - } - } -} -layer { - name: "prob" - type: "Softmax" - bottom: "loss3/classifier" - top: "prob" -} diff --git a/OpenCVTest/deploy.prototxt b/OpenCVTest/deploy.prototxt deleted file mode 100644 index 29ccf1469f7..00000000000 --- a/OpenCVTest/deploy.prototxt +++ /dev/null @@ -1,212 +0,0 @@ -name: "CaffeNet" -input: "data" -input_dim: 10 -input_dim: 3 -input_dim: 227 -input_dim: 227 -layer { - name: "conv1" - type: "Convolution" - bottom: "data" - top: "conv1" - convolution_param { - num_output: 96 - kernel_size: 11 - stride: 4 - } -} -layer { - name: "relu1" - type: "ReLU" - bottom: "conv1" - top: "conv1" -} -layer { - name: "pool1" - type: "Pooling" - bottom: "conv1" - top: "pool1" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "norm1" - type: "LRN" - bottom: "pool1" - top: "norm1" - lrn_param { - local_size: 5 - alpha: 0.0001 - beta: 0.75 - } -} -layer { - name: "conv2" - type: "Convolution" - bottom: "norm1" - top: "conv2" - convolution_param { - num_output: 256 - pad: 2 - kernel_size: 5 - group: 2 - } -} -layer { - name: "relu2" - type: "ReLU" - bottom: "conv2" - top: "conv2" -} -layer { - name: "pool2" - type: "Pooling" - bottom: "conv2" - top: "pool2" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "norm2" - type: "LRN" - bottom: "pool2" - top: "norm2" - lrn_param { - local_size: 5 - alpha: 0.0001 - beta: 0.75 - } -} -layer { - name: "conv3" - type: "Convolution" - bottom: "norm2" - top: "conv3" - convolution_param { - num_output: 384 - pad: 1 - kernel_size: 3 - } -} -layer { - name: "relu3" - type: "ReLU" - bottom: "conv3" - top: "conv3" -} -layer { - name: "conv4" - type: "Convolution" - bottom: "conv3" - top: "conv4" - convolution_param { - num_output: 384 - pad: 1 - kernel_size: 3 - group: 2 - } -} -layer { - name: "relu4" - type: "ReLU" - bottom: "conv4" - top: "conv4" -} -layer { - name: "conv5" - type: "Convolution" - bottom: "conv4" - top: "conv5" - convolution_param { - num_output: 256 - pad: 1 - kernel_size: 3 - group: 2 - } -} -layer { - name: "relu5" - type: "ReLU" - bottom: "conv5" - top: "conv5" -} -layer { - name: "pool5" - type: "Pooling" - bottom: "conv5" - top: "pool5" - pooling_param { - pool: MAX - kernel_size: 3 - stride: 2 - } -} -layer { - name: "fc6" - type: "InnerProduct" - bottom: "pool5" - top: "fc6" - inner_product_param { - num_output: 4096 - } -} -layer { - name: "relu6" - type: "ReLU" - bottom: "fc6" - top: "fc6" -} -layer { - name: "drop6" - type: "Dropout" - bottom: "fc6" - top: "fc6" - dropout_param { - dropout_ratio: 0.5 - } -} -layer { - name: "fc7" - type: "InnerProduct" - bottom: "fc6" - top: "fc7" - inner_product_param { - num_output: 4096 - } -} -layer { - name: "relu7" - type: "ReLU" - bottom: "fc7" - top: "fc7" -} -layer { - name: "drop7" - type: "Dropout" - bottom: "fc7" - top: "fc7" - dropout_param { - dropout_ratio: 0.5 - } -} -layer { - name: "fc8" - type: "InnerProduct" - bottom: "fc7" - top: "fc8" - inner_product_param { - num_output: 1000 - } -} -layer { - name: "prob" - type: "Softmax" - bottom: "fc8" - top: "prob" -} diff --git a/OpenCVTest/src/DeepGaze1.cpp b/OpenCVTest/src/DeepGaze1.cpp deleted file mode 100644 index 1dab539e143..00000000000 --- a/OpenCVTest/src/DeepGaze1.cpp +++ /dev/null @@ -1,61 +0,0 @@ -/* - * DeepGaze1.cpp - * - * Created on: Jun 1, 2017 - * Author: qsx - */ -#include "DeepGaze1.hpp" - -using namespace std; -using namespace cv; -using namespace cv::dnn; - -DeepGaze1::DeepGaze1() -{ - net = dnn::readNetFromCaffe("deploy.prototxt", "bvlc_alexnet.caffemodel"); - layers_names = vector{"conv1", "relu1", "pool1", "norm1", "conv2", "relu2", "pool2", "norm2", "conv3", "relu3", "conv4", "relu4", "conv5", "relu5", "pool5"}; - training_images = vector(); - weights = vector(3712, 1.0/3712); -} - -DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers, vector training_set) -{ - net = dnn::readNetFromCaffe(net_proto, net_caffemodel); - layers_names = selected_layers; - training_images = training_set; - weights = vector(layers_names.size(), 1.0); -} - -Mat DeepGaze1::saliencyMapGenerator(string input_image) -{ -//raw saliency map generate - Mat img = imread(input_image); - Mat res(227, 227, CV_64F, Scalar::all(0.0));//hard coded currently, change later - - resize(img, img, Size(227, 227), 0, 0, INTER_AREA);//hard coded - Mat inputBlob = blobFromImage(img); //Convert Mat to batch of images - net.setBlob(".data", inputBlob); //set the network input - net.forward(); //compute output - for(unsigned i = 0; i < layers_names.size(); i++) - { - Mat blob_set = net.getBlob(layers_names[i]); - - for(int j = 0; j < blob_set.size[1]; j++) - { - Mat blob = Mat(blob_set.size[2], blob_set.size[3], CV_64F, blob_set.ptr(0, j)).clone(); - resize(blob, blob, Size(227, 227), 0, 0, INTER_AREA); - blob *= weights[i * layers_names.size() + j]; - filter2D(blob, blob, -1 , getGaussianKernel(2, 1), Point( -1, -1 ), 0, BORDER_DEFAULT ); - res += blob; - } - } - - cout << res << endl; - waitKey(0); - exp(res, res); - res = res / sum(res).val[0]; - return res; -} - - - diff --git a/OpenCVTest/src/DeepGaze1.hpp b/OpenCVTest/src/DeepGaze1.hpp deleted file mode 100644 index f37fe816733..00000000000 --- a/OpenCVTest/src/DeepGaze1.hpp +++ /dev/null @@ -1,39 +0,0 @@ -/* - * DeepGaze1.hpp - * - * Created on: Jun 1, 2017 - * Author: qsx - */ - -#ifndef _OPENCV_DEEPGAZE1_HPP_ -#define _OPENCV_DEEPGAZE1_HPP_ - -#include -#include -#include -#include -#include -#include - -using namespace cv; -using namespace cv::dnn; -using namespace std; - -class DeepGaze1 -{ -private: - Net net; - vector layers_names; - vector training_images; - vector weights; -public: - DeepGaze1(); - DeepGaze1(string, string, vector, vector); - Mat saliencyMapGenerator(string); - void training(vector); -}; - - - - -#endif /* _OPENCV_DEEPGAZE1_HPP_ */ diff --git a/OpenCVTest/src/main b/OpenCVTest/src/main deleted file mode 100644 index da2079d6070..00000000000 --- a/OpenCVTest/src/main +++ /dev/null @@ -1,84 +0,0 @@ -/* - * main.cpp - * - * Created on: Jun 1, 2017 - * Author: qsx - */ - -#include -#include -#include -using namespace cv; -using namespace cv::dnn; -#include -#include -#include -using namespace std; -/* Find best class for the blob (i. e. class with maximal probability) */ -void getMaxClass(const Mat &probBlob, int *classId, double *classProb) -{ - Mat probMat = probBlob.reshape(1, 1); //reshape the blob to 1x1000 matrix - Point classNumber; - minMaxLoc(probMat, NULL, classProb, NULL, &classNumber); - *classId = classNumber.x; -} -std::vector readClassNames(const char *filename = "synset_words.txt") -{ - std::vector classNames; - std::ifstream fp(filename); - if (!fp.is_open()) - { - std::cerr << "File with classes labels not found: " << filename << std::endl; - exit(-1); - } - std::string name; - while (!fp.eof()) - { - std::getline(fp, name); - if (name.length()) - classNames.push_back( name.substr(name.find(' ')+1) ); - } - fp.close(); - return classNames; -} -int main(int argc, char **argv) -{ - cv::dnn::initModule(); //Required if OpenCV is built as static libs - String modelTxt = "bvlc_googlenet.prototxt"; - //String modelTxt = "deploy.prototxt"; - String modelBin = "bvlc_googlenet.caffemodel"; - //String modelBin = "bvlc_alexnet.caffemodel"; - String imageFile = (argc > 1) ? argv[1] : "space_shuttle.jpg"; - Net net = dnn::readNetFromCaffe(modelTxt, modelBin); - if (net.empty()) - { - std::cerr << "Can't load network by using the following files: " << std::endl; - std::cerr << "prototxt: " << modelTxt << std::endl; - std::cerr << "caffemodel: " << modelBin << std::endl; - std::cerr << "bvlc_googlenet.caffemodel can be downloaded here:" << std::endl; - std::cerr << "http://dl.caffe.berkeleyvision.org/bvlc_googlenet.caffemodel" << std::endl; - exit(-1); - } - Mat img = imread(imageFile); - - if (img.empty()) - { - std::cerr << "Can't read image from the file: " << imageFile << std::endl; - exit(-1); - } - resize(img, img, Size(224, 224), 0, 0, INTER_AREA); //GoogLeNet accepts only 224x224 RGB-images - Mat inputBlob = blobFromImage(img); //Convert Mat to batch of images - net.setBlob(".data", inputBlob); //set the network input - net.forward(); //compute output - Mat prob = net.getBlob("prob"); //gather output of "prob" layer - //Mat cov1 = net.getBlob("conv1"); - //imshow("image", Mat(cov1.size[2], cov1.size[3], CV_32F, cov1.ptr(0, 3))); - //waitKey(0); - int classId; - double classProb; - getMaxClass(prob, &classId, &classProb);//find the best class - std::vector classNames = readClassNames(); - std::cout << "Best class: #" << classId << " '" << classNames.at(classId) << "'" << std::endl; - std::cout << "Probability: " << classProb * 100 << "%" << std::endl; - return 0; -} //main diff --git a/OpenCVTest/src/main.cpp b/OpenCVTest/src/main.cpp deleted file mode 100644 index b3bc98e080d..00000000000 --- a/OpenCVTest/src/main.cpp +++ /dev/null @@ -1,30 +0,0 @@ -/* - * main.cpp - * - * Created on: Jun 1, 2017 - * Author: qsx - */ - -#include "DeepGaze1.hpp" -#include -#include -#include -#include -#include - -using namespace std; -using namespace cv; -using namespace cv::dnn; -/* Find best class for the blob (i. e. class with maximal probability) */ - -int main(int argc, char **argv) -{ - DeepGaze1 g = DeepGaze1(); - Mat res(g.saliencyMapGenerator(string("timg.jpeg"))); - Mat t = getGaussianKernel(2, 1); - exp(t, t); - t /= sum(t).val[0]; - imshow("image", res); - waitKey(0); - return 0; -} //main diff --git a/OpenCVTest/synset_words.txt b/OpenCVTest/synset_words.txt deleted file mode 100644 index a9e8c7f50d1..00000000000 --- a/OpenCVTest/synset_words.txt +++ /dev/null @@ -1,1000 +0,0 @@ -n01440764 tench, Tinca tinca -n01443537 goldfish, Carassius auratus -n01484850 great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias -n01491361 tiger shark, Galeocerdo cuvieri -n01494475 hammerhead, hammerhead shark -n01496331 electric ray, crampfish, numbfish, torpedo -n01498041 stingray -n01514668 cock -n01514859 hen -n01518878 ostrich, Struthio camelus -n01530575 brambling, Fringilla montifringilla -n01531178 goldfinch, Carduelis carduelis -n01532829 house finch, linnet, Carpodacus mexicanus -n01534433 junco, snowbird -n01537544 indigo bunting, indigo finch, indigo bird, Passerina cyanea -n01558993 robin, American robin, Turdus migratorius -n01560419 bulbul -n01580077 jay -n01582220 magpie -n01592084 chickadee -n01601694 water ouzel, dipper -n01608432 kite -n01614925 bald eagle, American eagle, Haliaeetus leucocephalus -n01616318 vulture -n01622779 great grey owl, great gray owl, Strix nebulosa -n01629819 European fire salamander, Salamandra salamandra -n01630670 common newt, Triturus vulgaris -n01631663 eft -n01632458 spotted salamander, Ambystoma maculatum -n01632777 axolotl, mud puppy, Ambystoma mexicanum -n01641577 bullfrog, Rana catesbeiana -n01644373 tree frog, tree-frog -n01644900 tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui -n01664065 loggerhead, loggerhead turtle, Caretta caretta -n01665541 leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea -n01667114 mud turtle -n01667778 terrapin -n01669191 box turtle, box tortoise -n01675722 banded gecko -n01677366 common iguana, iguana, Iguana iguana -n01682714 American chameleon, anole, Anolis carolinensis -n01685808 whiptail, whiptail lizard -n01687978 agama -n01688243 frilled lizard, Chlamydosaurus kingi -n01689811 alligator lizard -n01692333 Gila monster, Heloderma suspectum -n01693334 green lizard, Lacerta viridis -n01694178 African chameleon, Chamaeleo chamaeleon -n01695060 Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis -n01697457 African crocodile, Nile crocodile, Crocodylus niloticus -n01698640 American alligator, Alligator mississipiensis -n01704323 triceratops -n01728572 thunder snake, worm snake, Carphophis amoenus -n01728920 ringneck snake, ring-necked snake, ring snake -n01729322 hognose snake, puff adder, sand viper -n01729977 green snake, grass snake -n01734418 king snake, kingsnake -n01735189 garter snake, grass snake -n01737021 water snake -n01739381 vine snake -n01740131 night snake, Hypsiglena torquata -n01742172 boa constrictor, Constrictor constrictor -n01744401 rock python, rock snake, Python sebae -n01748264 Indian cobra, Naja naja -n01749939 green mamba -n01751748 sea snake -n01753488 horned viper, cerastes, sand viper, horned asp, Cerastes cornutus -n01755581 diamondback, diamondback rattlesnake, Crotalus adamanteus -n01756291 sidewinder, horned rattlesnake, Crotalus cerastes -n01768244 trilobite -n01770081 harvestman, daddy longlegs, Phalangium opilio -n01770393 scorpion -n01773157 black and gold garden spider, Argiope aurantia -n01773549 barn spider, Araneus cavaticus -n01773797 garden spider, Aranea diademata -n01774384 black widow, Latrodectus mactans -n01774750 tarantula -n01775062 wolf spider, hunting spider -n01776313 tick -n01784675 centipede -n01795545 black grouse -n01796340 ptarmigan -n01797886 ruffed grouse, partridge, Bonasa umbellus -n01798484 prairie chicken, prairie grouse, prairie fowl -n01806143 peacock -n01806567 quail -n01807496 partridge -n01817953 African grey, African gray, Psittacus erithacus -n01818515 macaw -n01819313 sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita -n01820546 lorikeet -n01824575 coucal -n01828970 bee eater -n01829413 hornbill -n01833805 hummingbird -n01843065 jacamar -n01843383 toucan -n01847000 drake -n01855032 red-breasted merganser, Mergus serrator -n01855672 goose -n01860187 black swan, Cygnus atratus -n01871265 tusker -n01872401 echidna, spiny anteater, anteater -n01873310 platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus -n01877812 wallaby, brush kangaroo -n01882714 koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus -n01883070 wombat -n01910747 jellyfish -n01914609 sea anemone, anemone -n01917289 brain coral -n01924916 flatworm, platyhelminth -n01930112 nematode, nematode worm, roundworm -n01943899 conch -n01944390 snail -n01945685 slug -n01950731 sea slug, nudibranch -n01955084 chiton, coat-of-mail shell, sea cradle, polyplacophore -n01968897 chambered nautilus, pearly nautilus, nautilus -n01978287 Dungeness crab, Cancer magister -n01978455 rock crab, Cancer irroratus -n01980166 fiddler crab -n01981276 king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica -n01983481 American lobster, Northern lobster, Maine lobster, Homarus americanus -n01984695 spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish -n01985128 crayfish, crawfish, crawdad, crawdaddy -n01986214 hermit crab -n01990800 isopod -n02002556 white stork, Ciconia ciconia -n02002724 black stork, Ciconia nigra -n02006656 spoonbill -n02007558 flamingo -n02009229 little blue heron, Egretta caerulea -n02009912 American egret, great white heron, Egretta albus -n02011460 bittern -n02012849 crane -n02013706 limpkin, Aramus pictus -n02017213 European gallinule, Porphyrio porphyrio -n02018207 American coot, marsh hen, mud hen, water hen, Fulica americana -n02018795 bustard -n02025239 ruddy turnstone, Arenaria interpres -n02027492 red-backed sandpiper, dunlin, Erolia alpina -n02028035 redshank, Tringa totanus -n02033041 dowitcher -n02037110 oystercatcher, oyster catcher -n02051845 pelican -n02056570 king penguin, Aptenodytes patagonica -n02058221 albatross, mollymawk -n02066245 grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus -n02071294 killer whale, killer, orca, grampus, sea wolf, Orcinus orca -n02074367 dugong, Dugong dugon -n02077923 sea lion -n02085620 Chihuahua -n02085782 Japanese spaniel -n02085936 Maltese dog, Maltese terrier, Maltese -n02086079 Pekinese, Pekingese, Peke -n02086240 Shih-Tzu -n02086646 Blenheim spaniel -n02086910 papillon -n02087046 toy terrier -n02087394 Rhodesian ridgeback -n02088094 Afghan hound, Afghan -n02088238 basset, basset hound -n02088364 beagle -n02088466 bloodhound, sleuthhound -n02088632 bluetick -n02089078 black-and-tan coonhound -n02089867 Walker hound, Walker foxhound -n02089973 English foxhound -n02090379 redbone -n02090622 borzoi, Russian wolfhound -n02090721 Irish wolfhound -n02091032 Italian greyhound -n02091134 whippet -n02091244 Ibizan hound, Ibizan Podenco -n02091467 Norwegian elkhound, elkhound -n02091635 otterhound, otter hound -n02091831 Saluki, gazelle hound -n02092002 Scottish deerhound, deerhound -n02092339 Weimaraner -n02093256 Staffordshire bullterrier, Staffordshire bull terrier -n02093428 American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier -n02093647 Bedlington terrier -n02093754 Border terrier -n02093859 Kerry blue terrier -n02093991 Irish terrier -n02094114 Norfolk terrier -n02094258 Norwich terrier -n02094433 Yorkshire terrier -n02095314 wire-haired fox terrier -n02095570 Lakeland terrier -n02095889 Sealyham terrier, Sealyham -n02096051 Airedale, Airedale terrier -n02096177 cairn, cairn terrier -n02096294 Australian terrier -n02096437 Dandie Dinmont, Dandie Dinmont terrier -n02096585 Boston bull, Boston terrier -n02097047 miniature schnauzer -n02097130 giant schnauzer -n02097209 standard schnauzer -n02097298 Scotch terrier, Scottish terrier, Scottie -n02097474 Tibetan terrier, chrysanthemum dog -n02097658 silky terrier, Sydney silky -n02098105 soft-coated wheaten terrier -n02098286 West Highland white terrier -n02098413 Lhasa, Lhasa apso -n02099267 flat-coated retriever -n02099429 curly-coated retriever -n02099601 golden retriever -n02099712 Labrador retriever -n02099849 Chesapeake Bay retriever -n02100236 German short-haired pointer -n02100583 vizsla, Hungarian pointer -n02100735 English setter -n02100877 Irish setter, red setter -n02101006 Gordon setter -n02101388 Brittany spaniel -n02101556 clumber, clumber spaniel -n02102040 English springer, English springer spaniel -n02102177 Welsh springer spaniel -n02102318 cocker spaniel, English cocker spaniel, cocker -n02102480 Sussex spaniel -n02102973 Irish water spaniel -n02104029 kuvasz -n02104365 schipperke -n02105056 groenendael -n02105162 malinois -n02105251 briard -n02105412 kelpie -n02105505 komondor -n02105641 Old English sheepdog, bobtail -n02105855 Shetland sheepdog, Shetland sheep dog, Shetland -n02106030 collie -n02106166 Border collie -n02106382 Bouvier des Flandres, Bouviers des Flandres -n02106550 Rottweiler -n02106662 German shepherd, German shepherd dog, German police dog, alsatian -n02107142 Doberman, Doberman pinscher -n02107312 miniature pinscher -n02107574 Greater Swiss Mountain dog -n02107683 Bernese mountain dog -n02107908 Appenzeller -n02108000 EntleBucher -n02108089 boxer -n02108422 bull mastiff -n02108551 Tibetan mastiff -n02108915 French bulldog -n02109047 Great Dane -n02109525 Saint Bernard, St Bernard -n02109961 Eskimo dog, husky -n02110063 malamute, malemute, Alaskan malamute -n02110185 Siberian husky -n02110341 dalmatian, coach dog, carriage dog -n02110627 affenpinscher, monkey pinscher, monkey dog -n02110806 basenji -n02110958 pug, pug-dog -n02111129 Leonberg -n02111277 Newfoundland, Newfoundland dog -n02111500 Great Pyrenees -n02111889 Samoyed, Samoyede -n02112018 Pomeranian -n02112137 chow, chow chow -n02112350 keeshond -n02112706 Brabancon griffon -n02113023 Pembroke, Pembroke Welsh corgi -n02113186 Cardigan, Cardigan Welsh corgi -n02113624 toy poodle -n02113712 miniature poodle -n02113799 standard poodle -n02113978 Mexican hairless -n02114367 timber wolf, grey wolf, gray wolf, Canis lupus -n02114548 white wolf, Arctic wolf, Canis lupus tundrarum -n02114712 red wolf, maned wolf, Canis rufus, Canis niger -n02114855 coyote, prairie wolf, brush wolf, Canis latrans -n02115641 dingo, warrigal, warragal, Canis dingo -n02115913 dhole, Cuon alpinus -n02116738 African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus -n02117135 hyena, hyaena -n02119022 red fox, Vulpes vulpes -n02119789 kit fox, Vulpes macrotis -n02120079 Arctic fox, white fox, Alopex lagopus -n02120505 grey fox, gray fox, Urocyon cinereoargenteus -n02123045 tabby, tabby cat -n02123159 tiger cat -n02123394 Persian cat -n02123597 Siamese cat, Siamese -n02124075 Egyptian cat -n02125311 cougar, puma, catamount, mountain lion, painter, panther, Felis concolor -n02127052 lynx, catamount -n02128385 leopard, Panthera pardus -n02128757 snow leopard, ounce, Panthera uncia -n02128925 jaguar, panther, Panthera onca, Felis onca -n02129165 lion, king of beasts, Panthera leo -n02129604 tiger, Panthera tigris -n02130308 cheetah, chetah, Acinonyx jubatus -n02132136 brown bear, bruin, Ursus arctos -n02133161 American black bear, black bear, Ursus americanus, Euarctos americanus -n02134084 ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus -n02134418 sloth bear, Melursus ursinus, Ursus ursinus -n02137549 mongoose -n02138441 meerkat, mierkat -n02165105 tiger beetle -n02165456 ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle -n02167151 ground beetle, carabid beetle -n02168699 long-horned beetle, longicorn, longicorn beetle -n02169497 leaf beetle, chrysomelid -n02172182 dung beetle -n02174001 rhinoceros beetle -n02177972 weevil -n02190166 fly -n02206856 bee -n02219486 ant, emmet, pismire -n02226429 grasshopper, hopper -n02229544 cricket -n02231487 walking stick, walkingstick, stick insect -n02233338 cockroach, roach -n02236044 mantis, mantid -n02256656 cicada, cicala -n02259212 leafhopper -n02264363 lacewing, lacewing fly -n02268443 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk -n02268853 damselfly -n02276258 admiral -n02277742 ringlet, ringlet butterfly -n02279972 monarch, monarch butterfly, milkweed butterfly, Danaus plexippus -n02280649 cabbage butterfly -n02281406 sulphur butterfly, sulfur butterfly -n02281787 lycaenid, lycaenid butterfly -n02317335 starfish, sea star -n02319095 sea urchin -n02321529 sea cucumber, holothurian -n02325366 wood rabbit, cottontail, cottontail rabbit -n02326432 hare -n02328150 Angora, Angora rabbit -n02342885 hamster -n02346627 porcupine, hedgehog -n02356798 fox squirrel, eastern fox squirrel, Sciurus niger -n02361337 marmot -n02363005 beaver -n02364673 guinea pig, Cavia cobaya -n02389026 sorrel -n02391049 zebra -n02395406 hog, pig, grunter, squealer, Sus scrofa -n02396427 wild boar, boar, Sus scrofa -n02397096 warthog -n02398521 hippopotamus, hippo, river horse, Hippopotamus amphibius -n02403003 ox -n02408429 water buffalo, water ox, Asiatic buffalo, Bubalus bubalis -n02410509 bison -n02412080 ram, tup -n02415577 bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis -n02417914 ibex, Capra ibex -n02422106 hartebeest -n02422699 impala, Aepyceros melampus -n02423022 gazelle -n02437312 Arabian camel, dromedary, Camelus dromedarius -n02437616 llama -n02441942 weasel -n02442845 mink -n02443114 polecat, fitch, foulmart, foumart, Mustela putorius -n02443484 black-footed ferret, ferret, Mustela nigripes -n02444819 otter -n02445715 skunk, polecat, wood pussy -n02447366 badger -n02454379 armadillo -n02457408 three-toed sloth, ai, Bradypus tridactylus -n02480495 orangutan, orang, orangutang, Pongo pygmaeus -n02480855 gorilla, Gorilla gorilla -n02481823 chimpanzee, chimp, Pan troglodytes -n02483362 gibbon, Hylobates lar -n02483708 siamang, Hylobates syndactylus, Symphalangus syndactylus -n02484975 guenon, guenon monkey -n02486261 patas, hussar monkey, Erythrocebus patas -n02486410 baboon -n02487347 macaque -n02488291 langur -n02488702 colobus, colobus monkey -n02489166 proboscis monkey, Nasalis larvatus -n02490219 marmoset -n02492035 capuchin, ringtail, Cebus capucinus -n02492660 howler monkey, howler -n02493509 titi, titi monkey -n02493793 spider monkey, Ateles geoffroyi -n02494079 squirrel monkey, Saimiri sciureus -n02497673 Madagascar cat, ring-tailed lemur, Lemur catta -n02500267 indri, indris, Indri indri, Indri brevicaudatus -n02504013 Indian elephant, Elephas maximus -n02504458 African elephant, Loxodonta africana -n02509815 lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens -n02510455 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca -n02514041 barracouta, snoek -n02526121 eel -n02536864 coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch -n02606052 rock beauty, Holocanthus tricolor -n02607072 anemone fish -n02640242 sturgeon -n02641379 gar, garfish, garpike, billfish, Lepisosteus osseus -n02643566 lionfish -n02655020 puffer, pufferfish, blowfish, globefish -n02666196 abacus -n02667093 abaya -n02669723 academic gown, academic robe, judge's robe -n02672831 accordion, piano accordion, squeeze box -n02676566 acoustic guitar -n02687172 aircraft carrier, carrier, flattop, attack aircraft carrier -n02690373 airliner -n02692877 airship, dirigible -n02699494 altar -n02701002 ambulance -n02704792 amphibian, amphibious vehicle -n02708093 analog clock -n02727426 apiary, bee house -n02730930 apron -n02747177 ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin -n02749479 assault rifle, assault gun -n02769748 backpack, back pack, knapsack, packsack, rucksack, haversack -n02776631 bakery, bakeshop, bakehouse -n02777292 balance beam, beam -n02782093 balloon -n02783161 ballpoint, ballpoint pen, ballpen, Biro -n02786058 Band Aid -n02787622 banjo -n02788148 bannister, banister, balustrade, balusters, handrail -n02790996 barbell -n02791124 barber chair -n02791270 barbershop -n02793495 barn -n02794156 barometer -n02795169 barrel, cask -n02797295 barrow, garden cart, lawn cart, wheelbarrow -n02799071 baseball -n02802426 basketball -n02804414 bassinet -n02804610 bassoon -n02807133 bathing cap, swimming cap -n02808304 bath towel -n02808440 bathtub, bathing tub, bath, tub -n02814533 beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon -n02814860 beacon, lighthouse, beacon light, pharos -n02815834 beaker -n02817516 bearskin, busby, shako -n02823428 beer bottle -n02823750 beer glass -n02825657 bell cote, bell cot -n02834397 bib -n02835271 bicycle-built-for-two, tandem bicycle, tandem -n02837789 bikini, two-piece -n02840245 binder, ring-binder -n02841315 binoculars, field glasses, opera glasses -n02843684 birdhouse -n02859443 boathouse -n02860847 bobsled, bobsleigh, bob -n02865351 bolo tie, bolo, bola tie, bola -n02869837 bonnet, poke bonnet -n02870880 bookcase -n02871525 bookshop, bookstore, bookstall -n02877765 bottlecap -n02879718 bow -n02883205 bow tie, bow-tie, bowtie -n02892201 brass, memorial tablet, plaque -n02892767 brassiere, bra, bandeau -n02894605 breakwater, groin, groyne, mole, bulwark, seawall, jetty -n02895154 breastplate, aegis, egis -n02906734 broom -n02909870 bucket, pail -n02910353 buckle -n02916936 bulletproof vest -n02917067 bullet train, bullet -n02927161 butcher shop, meat market -n02930766 cab, hack, taxi, taxicab -n02939185 caldron, cauldron -n02948072 candle, taper, wax light -n02950826 cannon -n02951358 canoe -n02951585 can opener, tin opener -n02963159 cardigan -n02965783 car mirror -n02966193 carousel, carrousel, merry-go-round, roundabout, whirligig -n02966687 carpenter's kit, tool kit -n02971356 carton -n02974003 car wheel -n02977058 cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM -n02978881 cassette -n02979186 cassette player -n02980441 castle -n02981792 catamaran -n02988304 CD player -n02992211 cello, violoncello -n02992529 cellular telephone, cellular phone, cellphone, cell, mobile phone -n02999410 chain -n03000134 chainlink fence -n03000247 chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour -n03000684 chain saw, chainsaw -n03014705 chest -n03016953 chiffonier, commode -n03017168 chime, bell, gong -n03018349 china cabinet, china closet -n03026506 Christmas stocking -n03028079 church, church building -n03032252 cinema, movie theater, movie theatre, movie house, picture palace -n03041632 cleaver, meat cleaver, chopper -n03042490 cliff dwelling -n03045698 cloak -n03047690 clog, geta, patten, sabot -n03062245 cocktail shaker -n03063599 coffee mug -n03063689 coffeepot -n03065424 coil, spiral, volute, whorl, helix -n03075370 combination lock -n03085013 computer keyboard, keypad -n03089624 confectionery, confectionary, candy store -n03095699 container ship, containership, container vessel -n03100240 convertible -n03109150 corkscrew, bottle screw -n03110669 cornet, horn, trumpet, trump -n03124043 cowboy boot -n03124170 cowboy hat, ten-gallon hat -n03125729 cradle -n03126707 crane -n03127747 crash helmet -n03127925 crate -n03131574 crib, cot -n03133878 Crock Pot -n03134739 croquet ball -n03141823 crutch -n03146219 cuirass -n03160309 dam, dike, dyke -n03179701 desk -n03180011 desktop computer -n03187595 dial telephone, dial phone -n03188531 diaper, nappy, napkin -n03196217 digital clock -n03197337 digital watch -n03201208 dining table, board -n03207743 dishrag, dishcloth -n03207941 dishwasher, dish washer, dishwashing machine -n03208938 disk brake, disc brake -n03216828 dock, dockage, docking facility -n03218198 dogsled, dog sled, dog sleigh -n03220513 dome -n03223299 doormat, welcome mat -n03240683 drilling platform, offshore rig -n03249569 drum, membranophone, tympan -n03250847 drumstick -n03255030 dumbbell -n03259280 Dutch oven -n03271574 electric fan, blower -n03272010 electric guitar -n03272562 electric locomotive -n03290653 entertainment center -n03291819 envelope -n03297495 espresso maker -n03314780 face powder -n03325584 feather boa, boa -n03337140 file, file cabinet, filing cabinet -n03344393 fireboat -n03345487 fire engine, fire truck -n03347037 fire screen, fireguard -n03355925 flagpole, flagstaff -n03372029 flute, transverse flute -n03376595 folding chair -n03379051 football helmet -n03384352 forklift -n03388043 fountain -n03388183 fountain pen -n03388549 four-poster -n03393912 freight car -n03394916 French horn, horn -n03400231 frying pan, frypan, skillet -n03404251 fur coat -n03417042 garbage truck, dustcart -n03424325 gasmask, respirator, gas helmet -n03425413 gas pump, gasoline pump, petrol pump, island dispenser -n03443371 goblet -n03444034 go-kart -n03445777 golf ball -n03445924 golfcart, golf cart -n03447447 gondola -n03447721 gong, tam-tam -n03450230 gown -n03452741 grand piano, grand -n03457902 greenhouse, nursery, glasshouse -n03459775 grille, radiator grille -n03461385 grocery store, grocery, food market, market -n03467068 guillotine -n03476684 hair slide -n03476991 hair spray -n03478589 half track -n03481172 hammer -n03482405 hamper -n03483316 hand blower, blow dryer, blow drier, hair dryer, hair drier -n03485407 hand-held computer, hand-held microcomputer -n03485794 handkerchief, hankie, hanky, hankey -n03492542 hard disc, hard disk, fixed disk -n03494278 harmonica, mouth organ, harp, mouth harp -n03495258 harp -n03496892 harvester, reaper -n03498962 hatchet -n03527444 holster -n03529860 home theater, home theatre -n03530642 honeycomb -n03532672 hook, claw -n03534580 hoopskirt, crinoline -n03535780 horizontal bar, high bar -n03538406 horse cart, horse-cart -n03544143 hourglass -n03584254 iPod -n03584829 iron, smoothing iron -n03590841 jack-o'-lantern -n03594734 jean, blue jean, denim -n03594945 jeep, landrover -n03595614 jersey, T-shirt, tee shirt -n03598930 jigsaw puzzle -n03599486 jinrikisha, ricksha, rickshaw -n03602883 joystick -n03617480 kimono -n03623198 knee pad -n03627232 knot -n03630383 lab coat, laboratory coat -n03633091 ladle -n03637318 lampshade, lamp shade -n03642806 laptop, laptop computer -n03649909 lawn mower, mower -n03657121 lens cap, lens cover -n03658185 letter opener, paper knife, paperknife -n03661043 library -n03662601 lifeboat -n03666591 lighter, light, igniter, ignitor -n03670208 limousine, limo -n03673027 liner, ocean liner -n03676483 lipstick, lip rouge -n03680355 Loafer -n03690938 lotion -n03691459 loudspeaker, speaker, speaker unit, loudspeaker system, speaker system -n03692522 loupe, jeweler's loupe -n03697007 lumbermill, sawmill -n03706229 magnetic compass -n03709823 mailbag, postbag -n03710193 mailbox, letter box -n03710637 maillot -n03710721 maillot, tank suit -n03717622 manhole cover -n03720891 maraca -n03721384 marimba, xylophone -n03724870 mask -n03729826 matchstick -n03733131 maypole -n03733281 maze, labyrinth -n03733805 measuring cup -n03742115 medicine chest, medicine cabinet -n03743016 megalith, megalithic structure -n03759954 microphone, mike -n03761084 microwave, microwave oven -n03763968 military uniform -n03764736 milk can -n03769881 minibus -n03770439 miniskirt, mini -n03770679 minivan -n03773504 missile -n03775071 mitten -n03775546 mixing bowl -n03776460 mobile home, manufactured home -n03777568 Model T -n03777754 modem -n03781244 monastery -n03782006 monitor -n03785016 moped -n03786901 mortar -n03787032 mortarboard -n03788195 mosque -n03788365 mosquito net -n03791053 motor scooter, scooter -n03792782 mountain bike, all-terrain bike, off-roader -n03792972 mountain tent -n03793489 mouse, computer mouse -n03794056 mousetrap -n03796401 moving van -n03803284 muzzle -n03804744 nail -n03814639 neck brace -n03814906 necklace -n03825788 nipple -n03832673 notebook, notebook computer -n03837869 obelisk -n03838899 oboe, hautboy, hautbois -n03840681 ocarina, sweet potato -n03841143 odometer, hodometer, mileometer, milometer -n03843555 oil filter -n03854065 organ, pipe organ -n03857828 oscilloscope, scope, cathode-ray oscilloscope, CRO -n03866082 overskirt -n03868242 oxcart -n03868863 oxygen mask -n03871628 packet -n03873416 paddle, boat paddle -n03874293 paddlewheel, paddle wheel -n03874599 padlock -n03876231 paintbrush -n03877472 pajama, pyjama, pj's, jammies -n03877845 palace -n03884397 panpipe, pandean pipe, syrinx -n03887697 paper towel -n03888257 parachute, chute -n03888605 parallel bars, bars -n03891251 park bench -n03891332 parking meter -n03895866 passenger car, coach, carriage -n03899768 patio, terrace -n03902125 pay-phone, pay-station -n03903868 pedestal, plinth, footstall -n03908618 pencil box, pencil case -n03908714 pencil sharpener -n03916031 perfume, essence -n03920288 Petri dish -n03924679 photocopier -n03929660 pick, plectrum, plectron -n03929855 pickelhaube -n03930313 picket fence, paling -n03930630 pickup, pickup truck -n03933933 pier -n03935335 piggy bank, penny bank -n03937543 pill bottle -n03938244 pillow -n03942813 ping-pong ball -n03944341 pinwheel -n03947888 pirate, pirate ship -n03950228 pitcher, ewer -n03954731 plane, carpenter's plane, woodworking plane -n03956157 planetarium -n03958227 plastic bag -n03961711 plate rack -n03967562 plow, plough -n03970156 plunger, plumber's helper -n03976467 Polaroid camera, Polaroid Land camera -n03976657 pole -n03977966 police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria -n03980874 poncho -n03982430 pool table, billiard table, snooker table -n03983396 pop bottle, soda bottle -n03991062 pot, flowerpot -n03992509 potter's wheel -n03995372 power drill -n03998194 prayer rug, prayer mat -n04004767 printer -n04005630 prison, prison house -n04008634 projectile, missile -n04009552 projector -n04019541 puck, hockey puck -n04023962 punching bag, punch bag, punching ball, punchball -n04026417 purse -n04033901 quill, quill pen -n04033995 quilt, comforter, comfort, puff -n04037443 racer, race car, racing car -n04039381 racket, racquet -n04040759 radiator -n04041544 radio, wireless -n04044716 radio telescope, radio reflector -n04049303 rain barrel -n04065272 recreational vehicle, RV, R.V. -n04067472 reel -n04069434 reflex camera -n04070727 refrigerator, icebox -n04074963 remote control, remote -n04081281 restaurant, eating house, eating place, eatery -n04086273 revolver, six-gun, six-shooter -n04090263 rifle -n04099969 rocking chair, rocker -n04111531 rotisserie -n04116512 rubber eraser, rubber, pencil eraser -n04118538 rugby ball -n04118776 rule, ruler -n04120489 running shoe -n04125021 safe -n04127249 safety pin -n04131690 saltshaker, salt shaker -n04133789 sandal -n04136333 sarong -n04141076 sax, saxophone -n04141327 scabbard -n04141975 scale, weighing machine -n04146614 school bus -n04147183 schooner -n04149813 scoreboard -n04152593 screen, CRT screen -n04153751 screw -n04154565 screwdriver -n04162706 seat belt, seatbelt -n04179913 sewing machine -n04192698 shield, buckler -n04200800 shoe shop, shoe-shop, shoe store -n04201297 shoji -n04204238 shopping basket -n04204347 shopping cart -n04208210 shovel -n04209133 shower cap -n04209239 shower curtain -n04228054 ski -n04229816 ski mask -n04235860 sleeping bag -n04238763 slide rule, slipstick -n04239074 sliding door -n04243546 slot, one-armed bandit -n04251144 snorkel -n04252077 snowmobile -n04252225 snowplow, snowplough -n04254120 soap dispenser -n04254680 soccer ball -n04254777 sock -n04258138 solar dish, solar collector, solar furnace -n04259630 sombrero -n04263257 soup bowl -n04264628 space bar -n04265275 space heater -n04266014 space shuttle -n04270147 spatula -n04273569 speedboat -n04275548 spider web, spider's web -n04277352 spindle -n04285008 sports car, sport car -n04286575 spotlight, spot -n04296562 stage -n04310018 steam locomotive -n04311004 steel arch bridge -n04311174 steel drum -n04317175 stethoscope -n04325704 stole -n04326547 stone wall -n04328186 stopwatch, stop watch -n04330267 stove -n04332243 strainer -n04335435 streetcar, tram, tramcar, trolley, trolley car -n04336792 stretcher -n04344873 studio couch, day bed -n04346328 stupa, tope -n04347754 submarine, pigboat, sub, U-boat -n04350905 suit, suit of clothes -n04355338 sundial -n04355933 sunglass -n04356056 sunglasses, dark glasses, shades -n04357314 sunscreen, sunblock, sun blocker -n04366367 suspension bridge -n04367480 swab, swob, mop -n04370456 sweatshirt -n04371430 swimming trunks, bathing trunks -n04371774 swing -n04372370 switch, electric switch, electrical switch -n04376876 syringe -n04380533 table lamp -n04389033 tank, army tank, armored combat vehicle, armoured combat vehicle -n04392985 tape player -n04398044 teapot -n04399382 teddy, teddy bear -n04404412 television, television system -n04409515 tennis ball -n04417672 thatch, thatched roof -n04418357 theater curtain, theatre curtain -n04423845 thimble -n04428191 thresher, thrasher, threshing machine -n04429376 throne -n04435653 tile roof -n04442312 toaster -n04443257 tobacco shop, tobacconist shop, tobacconist -n04447861 toilet seat -n04456115 torch -n04458633 totem pole -n04461696 tow truck, tow car, wrecker -n04462240 toyshop -n04465501 tractor -n04467665 trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi -n04476259 tray -n04479046 trench coat -n04482393 tricycle, trike, velocipede -n04483307 trimaran -n04485082 tripod -n04486054 triumphal arch -n04487081 trolleybus, trolley coach, trackless trolley -n04487394 trombone -n04493381 tub, vat -n04501370 turnstile -n04505470 typewriter keyboard -n04507155 umbrella -n04509417 unicycle, monocycle -n04515003 upright, upright piano -n04517823 vacuum, vacuum cleaner -n04522168 vase -n04523525 vault -n04525038 velvet -n04525305 vending machine -n04532106 vestment -n04532670 viaduct -n04536866 violin, fiddle -n04540053 volleyball -n04542943 waffle iron -n04548280 wall clock -n04548362 wallet, billfold, notecase, pocketbook -n04550184 wardrobe, closet, press -n04552348 warplane, military plane -n04553703 washbasin, handbasin, washbowl, lavabo, wash-hand basin -n04554684 washer, automatic washer, washing machine -n04557648 water bottle -n04560804 water jug -n04562935 water tower -n04579145 whiskey jug -n04579432 whistle -n04584207 wig -n04589890 window screen -n04590129 window shade -n04591157 Windsor tie -n04591713 wine bottle -n04592741 wing -n04596742 wok -n04597913 wooden spoon -n04599235 wool, woolen, woollen -n04604644 worm fence, snake fence, snake-rail fence, Virginia fence -n04606251 wreck -n04612504 yawl -n04613696 yurt -n06359193 web site, website, internet site, site -n06596364 comic book -n06785654 crossword puzzle, crossword -n06794110 street sign -n06874185 traffic light, traffic signal, stoplight -n07248320 book jacket, dust cover, dust jacket, dust wrapper -n07565083 menu -n07579787 plate -n07583066 guacamole -n07584110 consomme -n07590611 hot pot, hotpot -n07613480 trifle -n07614500 ice cream, icecream -n07615774 ice lolly, lolly, lollipop, popsicle -n07684084 French loaf -n07693725 bagel, beigel -n07695742 pretzel -n07697313 cheeseburger -n07697537 hotdog, hot dog, red hot -n07711569 mashed potato -n07714571 head cabbage -n07714990 broccoli -n07715103 cauliflower -n07716358 zucchini, courgette -n07716906 spaghetti squash -n07717410 acorn squash -n07717556 butternut squash -n07718472 cucumber, cuke -n07718747 artichoke, globe artichoke -n07720875 bell pepper -n07730033 cardoon -n07734744 mushroom -n07742313 Granny Smith -n07745940 strawberry -n07747607 orange -n07749582 lemon -n07753113 fig -n07753275 pineapple, ananas -n07753592 banana -n07754684 jackfruit, jak, jack -n07760859 custard apple -n07768694 pomegranate -n07802026 hay -n07831146 carbonara -n07836838 chocolate sauce, chocolate syrup -n07860988 dough -n07871810 meat loaf, meatloaf -n07873807 pizza, pizza pie -n07875152 potpie -n07880968 burrito -n07892512 red wine -n07920052 espresso -n07930864 cup -n07932039 eggnog -n09193705 alp -n09229709 bubble -n09246464 cliff, drop, drop-off -n09256479 coral reef -n09288635 geyser -n09332890 lakeside, lakeshore -n09399592 promontory, headland, head, foreland -n09421951 sandbar, sand bar -n09428293 seashore, coast, seacoast, sea-coast -n09468604 valley, vale -n09472597 volcano -n09835506 ballplayer, baseball player -n10148035 groom, bridegroom -n10565667 scuba diver -n11879895 rapeseed -n11939491 daisy -n12057211 yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum -n12144580 corn -n12267677 acorn 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+++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -46,8 +46,10 @@ #include #include #include +#include #include "saliencyBaseClasses.hpp" #include "opencv2/core.hpp" +#include "opencv2/dnn.hpp" namespace cv { @@ -152,6 +154,44 @@ class CV_EXPORTS_W StaticSaliencyFineGrained : public StaticSaliency void getIntensity(Mat srcArg, Mat dstArg, Mat dstOnArg, Mat dstOffArg, bool generateOnOff); }; +/** @brief the Deep Gaze 1 Saliency approach from @cite + +This method use the convolution layers of the pretrained AlexNet, linear combination, center bias and softmax to generate saliency map +*/ + +class DeepGaze1 : public StaticSaliency +{ +private: + dnn::Net net; + vector layers_names; + vector training_images; + vector weights; + +public: + DeepGaze1(); + DeepGaze1(string, string, vector, vector); + virtual ~DeepGaze1(); + CV_SRAP bool computeSaliency(InputArray image, OutputArray saliencyMap) + { + if(image.empty()) + return false; + + return computeSaliencyImpl(image, slaiencyMap); + } + +protect: + bool computeSaliencyImpl(InputArray image, OutputArray saleicnyMap); + void featureMapGenerator(string, vector&); + Mat comb(vector&, vector); + Mat softmax(Mat); + Mat saliencyMapGenerator(string); + void training(vector&); + vector evalGrad(vector&, vector); + vector batchIndex(unsigned, unsigned); + double loss(vector, vector); + vector mapSampler(Mat, vector); + vector fixationLoc(); +}; diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp new file mode 100644 index 00000000000..4f44e66dbb6 --- /dev/null +++ b/modules/saliency/src/DeepGaze1.cpp @@ -0,0 +1,255 @@ +/* + * DeepGaze1.cpp + * + * Created on: Jun 1, 2017 + * Author: qsx + */ +#include "DeepGaze1.hpp" +#include +#include +#include +#include +#include +#include +#include + +using namespace std; +using namespace cv; +using namespace cv::dnn; + +DeepGaze1::DeepGaze1() +{ + net = dnn::readNetFromCaffe("deploy.prototxt", "bvlc_alexnet.caffemodel"); + layers_names = vector{"conv1", "relu1", "pool1", "norm1", "conv2", "relu2", "pool2", "norm2", "conv3", "relu3", "conv4", "relu4", "conv5", "relu5", "pool5"}; + training_images = vector(); + weights = vector(3713, 1.0); + for(double& i : weights) + { + i = (rand() % 10 / 10.0); + } +} + +DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers, vector training_set) +{ + net = dnn::readNetFromCaffe(net_proto, net_caffemodel); + layers_names = selected_layers; + training_images = training_set; + weights = vector(layers_names.size(), 0); + for(double& i : weights) + { + i = (double)(rand() % 10) / 10.0; + } +} + +void DeepGaze1::featureMapGenerator(string input_image, vector& featureMaps) +{ + Mat img = imread(input_image); + Mat me(227, 227, CV_64F, Scalar::all(0.0));//hard coded currently, change later + Mat std(227, 227, CV_64F, Scalar::all(0.0)); + Mat temp(227, 227, CV_64F, Scalar::all(0.0)); + + + resize(img, img, Size(227, 227), 0, 0, INTER_AREA);//hard coded + Mat inputBlob = blobFromImage(img); //Convert Mat to batch of images + net.setBlob(".data", inputBlob); //set the network input + net.forward(); //compute output + for(unsigned i = 0; i < layers_names.size(); i++) + { + Mat blob_set = net.getBlob(layers_names[i]); + for(int j = 0; j < blob_set.size[1]; j++) + { + Mat m, s, blob = Mat(blob_set.size[2], blob_set.size[3], CV_64F, blob_set.ptr(0, j)).clone(); + resize(blob, blob, Size(227, 227), 0, 0, INTER_AREA); + featureMaps.push_back(blob); + } + } + for (unsigned i = 0; i < featureMaps.size(); i++) + { + me += (featureMaps[i] / (double)featureMaps.size()); + } + for (unsigned i = 0; i < featureMaps.size(); i++) + { + pow(featureMaps[i] - me, 2, temp); + std += (temp / (double)featureMaps.size()); + } + pow(std, 0.5, std); + for (unsigned i = 0; i < featureMaps.size(); i++) + { + featureMaps[i] -= me; + divide(featureMaps[i], std, featureMaps[i]); + } + Mat centerBias(227, 227, CV_64F, Scalar::all(0.0)); + for(int i = 0;i < centerBias.rows;i++) + { + for(int j = 0;j < centerBias.cols;j++) + { + double ratio = ((i - centerBias.rows / 2.0) * (i - centerBias.rows / 2.0) + (j - centerBias.cols / 2.0) * (j - centerBias.cols / 2.0)) * 3.14 / centerBias.rows / centerBias.cols; + /* if (ratio <= 0.11) + { + centerBias.at(i, j) = 1 * exp(-2.32 * ratio); + } + else if (ratio <= 0.25) + { + centerBias.at(i, j) = 8 / 9 * exp(-2.4 * (ratio - 0.11) ); + } + else + { + centerBias.at(i, j) = 5 / 9 * exp(-3 * (ratio - 0.25) ); + }*/ + centerBias.at(i, j) = 1 * exp(-0.02 * ratio); + } + } + featureMaps.push_back(centerBias); +} + +Mat DeepGaze1::saliencyMapGenerator(string input_image) +{ +//raw saliency map generate + vector featureMaps; + + featureMapGenerator(input_image, featureMaps); + training(featureMaps); + return softmax(comb(featureMaps, weights)); +} + +Mat DeepGaze1::comb(vector& featureMaps, vector wei) +{ + Mat res(227, 227, CV_64F, Scalar::all(0.0)); + + for(unsigned i = 0; i < featureMaps.size(); i++) + { + Mat temp = featureMaps[i].clone(); + temp *= wei[i]; + res += temp; + } + filter2D(res, res, -1, getGaussianKernel(5, 1), Point(-1, -1), 0, BORDER_DEFAULT); + return res; +} + +Mat DeepGaze1::softmax(Mat res) +{ + exp(res, res); + res = res / sum(res).val[0]; + + return res; +} + +vector DeepGaze1::batchIndex(unsigned total, unsigned batchSize) +{ + srand(0); + vector allIndex(total, 0); + + for(unsigned i = 0; i < total; i++) + { + allIndex[i] = i; + } + for(int i = batchSize - 1; i >= 0; i--) + { + swap(allIndex[i], allIndex[rand() % total]); + } + return vector(allIndex.begin(), allIndex.begin() + batchSize); +} + + + +vector DeepGaze1::fixationLoc() +{ + vector randIndex; + Mat img = imread("ALLFIXATIONMAPS/i05june05_static_street_boston_p1010764_fixMap.jpg", 0); + resize(img, img, Size(227, 227), 0, 0, INTER_AREA); + vector fixation; + vector > match; + fixation.assign(img.datastart, img.dataend); + for(unsigned i = 0; i < fixation.size(); i++) + { + match.push_back({fixation[i], i}); + } + sort(match.begin(), match.end(), [](pair a, pair b) { + return b.first < a.first; + }); + for(unsigned i = 0 ; i <= match.size() * 0.05 && match[i].first > 0 ; i++) + { + randIndex.push_back(match[i].second); + } + img.release(); + return randIndex; +} + +double DeepGaze1::loss(vector saliency_sample, vector wei) +{ + double res = 0, l1 = 0, l2 = 0; + + for(double i : wei) + { + l1 += abs(i); + } + for(double i : wei) + { + l2 += i * i; + } + for(unsigned i = 0; i < saliency_sample.size(); i++) + { + res -= log(saliency_sample[i]) / saliency_sample.size(); + } + return res + 0.001 * l1 / l2; +} + +vector DeepGaze1::mapSampler(Mat saliency, vector randIndex) +{ + vector saliency_sample; + for(unsigned i = 0 ; i < randIndex.size() ; i++) + { + saliency_sample.push_back(saliency.at(randIndex[i] / saliency.size[1], randIndex[i] % saliency.size[1])); + } + return saliency_sample; +} + +vector DeepGaze1::evalGrad(vector& featureMaps, vector randIndex) +{ + vector grad(featureMaps.size(), 0); + + Mat c = comb(featureMaps, weights); + //cout << c << endl; + Mat saliency_old = softmax(c.clone()); + vector tt_old = mapSampler(saliency_old, randIndex); + double loss_old = 0; + loss_old = loss(tt_old, weights); + for(unsigned i = 0; i < weights.size(); i++) + { + Mat saliency_new = c.clone(); + Mat temp(227, 227, CV_64F, Scalar::all(0.0)); + temp += 0.0001 * featureMaps[i]; + saliency_new += temp; + filter2D(saliency_new, saliency_new, -1, getGaussianKernel(5, 1), Point(-1, -1), 0, BORDER_DEFAULT); + saliency_new = softmax(saliency_new); + vector weights_new(weights); + weights_new[i] += 0.0001; + double loss_new = 0; + vector tt = mapSampler(saliency_new, randIndex); + loss_new = loss(tt, weights_new); + grad[i] = (loss_new - loss_old) / 0.0001; + } + return grad; +} + +void DeepGaze1::training(vector& featureMaps) +{ + vector randIndex = fixationLoc(); + vector grad; + vector vel(weights.size(), 0); + for(unsigned i = 0;i < 40;i++) + { + grad = evalGrad(featureMaps, randIndex); + for(unsigned j = 0;j < grad.size();j++) + { + vel[j] = 0.9 * vel[j] + grad[j]; + weights[j] -= 0.001 * vel[j] * exp(-0.1 * i); + } + cout << " " << grad[0]; + } + //cout << endl; + //for(unsigned i = 0;i < weights.size();i++) cout << i << " " << weights[i] << endl; +} + + + From 994e6b14b04741b3111145ff154cb3ac24056a95 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Mon, 19 Jun 2017 23:18:55 -0400 Subject: [PATCH 03/44] training part improved --- .../saliency/saliencySpecializedClasses.hpp | 23 ++-- modules/saliency/samples/DeepGaze1Sample.cpp | 98 +++++++++++++++++ modules/saliency/src/DeepGaze1.cpp | 101 ++++++++++-------- 3 files changed, 165 insertions(+), 57 deletions(-) create mode 100644 modules/saliency/samples/DeepGaze1Sample.cpp diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 13061b79773..23152564e8d 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -176,21 +176,20 @@ class DeepGaze1 : public StaticSaliency if(image.empty()) return false; - return computeSaliencyImpl(image, slaiencyMap); + return computeSaliencyImpl(image, saliencyMap); } protect: - bool computeSaliencyImpl(InputArray image, OutputArray saleicnyMap); - void featureMapGenerator(string, vector&); - Mat comb(vector&, vector); - Mat softmax(Mat); - Mat saliencyMapGenerator(string); - void training(vector&); - vector evalGrad(vector&, vector); - vector batchIndex(unsigned, unsigned); - double loss(vector, vector); - vector mapSampler(Mat, vector); - vector fixationLoc(); + bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap); + vector featureMapGenerator(Mat); + Mat comb(vector&, vector); + Mat softmax(Mat); + void training(vector&, vector&); + vector evalGrad(vector&, vector); + vector batchIndex(unsigned, unsigned); + double loss(vector, vector); + vector mapSampler(Mat, vector); + vector fixationLoc(Mat); }; diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp new file mode 100644 index 00000000000..9d270d85425 --- /dev/null +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -0,0 +1,98 @@ +/* + * main.cpp + * + * Created on: Jun 1, 2017 + * Author: qsx + */ + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +using namespace std; +using namespace cv; +using namespace cv::dnn; +/* Find best class for the blob (i. e. class with maximal probability) */ + +void thresholding(Mat img) +{ + Mat res(227, 227, CV_8U, Scalar::all(0)); + vector fixation; + vector > match; + for(int i = 0;i < img.rows;i++) + { + for(int j = 0;j < img.cols;j++) + { + fixation.push_back((double)img.at(i, j)); + } + } + for(unsigned i = 0; i < fixation.size(); i++) + { + match.push_back({fixation[i], i}); + } + sort(match.begin(), match.end(), [](pair a, pair b) { + return b.first < a.first; + }); + for(unsigned i = 0 ; i <= match.size()*0.01; i++) + { + if(i <= match.size() * 0.001) + res.at(match[i].second / 227, match[i].second % 227) = 255; + else if (i <= match.size() * 0.01) + res.at(match[i].second / 227, match[i].second % 227) = 150; + else if (i <= match.size() * 0.1) + res.at(match[i].second / 227, match[i].second % 227) = 75; + else if (i <= match.size() * 0.4) + res.at(match[i].second / 227, match[i].second % 227) = 25; + } + resize(res, res, Size(1024, 768), 0, 0, INTER_AREA); + log(img, img); + ofstream file("sample.csv"); + for (int i = 0;i < img.rows;i++) + { + for (int j=0;j < img.cols;j++) + { + file << img.at(i, j) << " "; + } + file << endl; + } + file.close(); + imshow("img2", res); + waitKey(0); +} + +int main(int argc, char **argv) +{ + DeepGaze1 g = DeepGaze1(); + vector images; + vector fixs; + +//Download mit1003 saliency dataset in the working directory +//ALLSTIMULI folder store images +//ALLFIXATIONMAPS foler store training eye fixation + DIR *dp; + struct dirent *dirp; + if((dp = opendir("ALLSTIMULI")) == NULL) + { + cout << "Can not open dataset directory" << endl; + } + unsigned n = 0; + while((dirp = readdir(dp)) != NULL) + { + if(dirp->d_type != 8) continue; + if((n++) >= 100) break; + string f_name(dirp->d_name); + images.push_back(imread("ALLSTIMULI/" + f_name)); + fixs.push_back(imread("ALLFIXATIONMAPS/" + f_name.substr(0, f_name.find_first_of('.')) + "_fixPts.jpg", 0)); + } + + g.training(images, fixs); + Mat res(g.saliencyMapGenerator(imread("ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"))); + thresholding(res); + return 0; +} //main diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 4f44e66dbb6..3e121d83d85 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -4,7 +4,7 @@ * Created on: Jun 1, 2017 * Author: qsx */ -#include "DeepGaze1.hpp" +#include "precomp.hpp" #include #include #include @@ -12,6 +12,7 @@ #include #include #include +#include using namespace std; using namespace cv; @@ -41,9 +42,10 @@ DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector sel } } -void DeepGaze1::featureMapGenerator(string input_image, vector& featureMaps) +vector DeepGaze1::featureMapGenerator(Mat img) { - Mat img = imread(input_image); + //Mat img = imread(input_image); + vector featureMaps; Mat me(227, 227, CV_64F, Scalar::all(0.0));//hard coded currently, change later Mat std(227, 227, CV_64F, Scalar::all(0.0)); Mat temp(227, 227, CV_64F, Scalar::all(0.0)); @@ -78,37 +80,40 @@ void DeepGaze1::featureMapGenerator(string input_image, vector& featureMaps featureMaps[i] -= me; divide(featureMaps[i], std, featureMaps[i]); } + /* + for(unsigned i = 0;i < featureMaps.size();i++) + { + Scalar me, std; + meanStdDev(featureMaps[i], me, std); + featureMaps[i] -= me.val[0]; + if(std.val[0] != 0) featureMaps[i] /= std.val[0]; + }*/ Mat centerBias(227, 227, CV_64F, Scalar::all(0.0)); for(int i = 0;i < centerBias.rows;i++) { for(int j = 0;j < centerBias.cols;j++) { - double ratio = ((i - centerBias.rows / 2.0) * (i - centerBias.rows / 2.0) + (j - centerBias.cols / 2.0) * (j - centerBias.cols / 2.0)) * 3.14 / centerBias.rows / centerBias.cols; - /* if (ratio <= 0.11) - { - centerBias.at(i, j) = 1 * exp(-2.32 * ratio); - } - else if (ratio <= 0.25) - { - centerBias.at(i, j) = 8 / 9 * exp(-2.4 * (ratio - 0.11) ); - } - else - { - centerBias.at(i, j) = 5 / 9 * exp(-3 * (ratio - 0.25) ); - }*/ - centerBias.at(i, j) = 1 * exp(-0.02 * ratio); + double temp = max(abs(i - 227/2), abs(i - 227/2)) * 1.414; + centerBias.at(i, j) = 0.01 * exp(-0.0001 * temp * temp); + //double ratio = abs(i - centerBias.rows / 2.0) * 2 * abs(j - centerBias.cols / 2.0) * 2 / centerBias.rows / centerBias.cols; + //centerBias.at(i, j) = 0.01 * exp(-1.2 * ratio); } } featureMaps.push_back(centerBias); + return featureMaps; } -Mat DeepGaze1::saliencyMapGenerator(string input_image) +bool computeSaliencyImpl(InputArray image, OutputArray saleicnyMap) { -//raw saliency map generate - vector featureMaps; + vector featureMaps = featureMapGenerator(image); + saliencyMap = softmax(comb(featureMaps, weights)); + return true; +} - featureMapGenerator(input_image, featureMaps); - training(featureMaps); +Mat DeepGaze1::saliencyMapGenerator(Mat input_image) +{ +//raw saliency map generate + vector featureMaps = featureMapGenerator(input_image); return softmax(comb(featureMaps, weights)); } @@ -122,7 +127,8 @@ Mat DeepGaze1::comb(vector& featureMaps, vector wei) temp *= wei[i]; res += temp; } - filter2D(res, res, -1, getGaussianKernel(5, 1), Point(-1, -1), 0, BORDER_DEFAULT); + //filter2D(res, res, -1, getGaussianKernel(30, 1), Point(-1, -1), 0, BORDER_DEFAULT); + GaussianBlur(res, res, Size(51, 51), 0, 0); return res; } @@ -152,10 +158,10 @@ vector DeepGaze1::batchIndex(unsigned total, unsigned batchSize) -vector DeepGaze1::fixationLoc() +vector DeepGaze1::fixationLoc(Mat img) { vector randIndex; - Mat img = imread("ALLFIXATIONMAPS/i05june05_static_street_boston_p1010764_fixMap.jpg", 0); + //Mat img = imread("ALLFIXATIONMAPS/i05june05_static_street_boston_p1010764_fixPts.jpg", 0); resize(img, img, Size(227, 227), 0, 0, INTER_AREA); vector fixation; vector > match; @@ -167,7 +173,7 @@ vector DeepGaze1::fixationLoc() sort(match.begin(), match.end(), [](pair a, pair b) { return b.first < a.first; }); - for(unsigned i = 0 ; i <= match.size() * 0.05 && match[i].first > 0 ; i++) + for(unsigned i = 0 ; i <= match.size() * 0.2 && match[i].first > 0 ; i++) { randIndex.push_back(match[i].second); } @@ -209,7 +215,6 @@ vector DeepGaze1::evalGrad(vector& featureMaps, vector ra vector grad(featureMaps.size(), 0); Mat c = comb(featureMaps, weights); - //cout << c << endl; Mat saliency_old = softmax(c.clone()); vector tt_old = mapSampler(saliency_old, randIndex); double loss_old = 0; @@ -220,7 +225,8 @@ vector DeepGaze1::evalGrad(vector& featureMaps, vector ra Mat temp(227, 227, CV_64F, Scalar::all(0.0)); temp += 0.0001 * featureMaps[i]; saliency_new += temp; - filter2D(saliency_new, saliency_new, -1, getGaussianKernel(5, 1), Point(-1, -1), 0, BORDER_DEFAULT); + //filter2D(saliency_new, saliency_new, -1, getGaussianKernel(30, 1), Point(-1, -1), 0, BORDER_DEFAULT); + GaussianBlur(saliency_new, saliency_new, Size(51, 51), 0, 0); saliency_new = softmax(saliency_new); vector weights_new(weights); weights_new[i] += 0.0001; @@ -232,24 +238,29 @@ vector DeepGaze1::evalGrad(vector& featureMaps, vector ra return grad; } -void DeepGaze1::training(vector& featureMaps) +void DeepGaze1::training(vector& images, vector& fixMaps) { - vector randIndex = fixationLoc(); - vector grad; - vector vel(weights.size(), 0); - for(unsigned i = 0;i < 40;i++) - { - grad = evalGrad(featureMaps, randIndex); - for(unsigned j = 0;j < grad.size();j++) - { - vel[j] = 0.9 * vel[j] + grad[j]; - weights[j] -= 0.001 * vel[j] * exp(-0.1 * i); - } - cout << " " << grad[0]; - } - //cout << endl; - //for(unsigned i = 0;i < weights.size();i++) cout << i << " " << weights[i] << endl; -} + vector randIndex = batchIndex(images.size(), images.size()); + vector > fixLoc_list; + vector > featureMaps_list; + vector grad; + vector vel(weights.size(), 0); + for(unsigned i : randIndex) + { + vector featureMaps = featureMapGenerator(images[i]); + vector fixLoc = fixationLoc(fixMaps[i]); + grad = evalGrad(featureMaps, fixLoc); + for(unsigned j = 0; j < grad.size(); j++) + { + vel[j] = 0.9 * vel[j] + grad[j]; + weights[j] -= 0.001 * vel[j] * exp(-0.001 * i); + } + double avgGrad = accumulate(grad.begin(), grad.end(), 0.0) / weights.size(); + double avgWeight = accumulate(weights.begin(), weights.end(), 0.0) / weights.size(); + if (abs(avgGrad) <= 0.01 || isnan(avgGrad)) break; + cout << i << " " << avgGrad << " " << avgWeight << endl; + } +} From ee5be35b1329e65bfe9db1df3df58d92e5830710 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Thu, 22 Jun 2017 18:42:09 -0400 Subject: [PATCH 04/44] implementation tested --- .../saliency/saliencySpecializedClasses.hpp | 28 +++---- modules/saliency/samples/DeepGaze1Sample.cpp | 47 ------------ modules/saliency/src/DeepGaze1.cpp | 75 ++++++++----------- 3 files changed, 45 insertions(+), 105 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 23152564e8d..3b2714c1ef6 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -164,13 +164,12 @@ class DeepGaze1 : public StaticSaliency private: dnn::Net net; vector layers_names; - vector training_images; vector weights; public: DeepGaze1(); DeepGaze1(string, string, vector, vector); - virtual ~DeepGaze1(); + virtual ~DeepGaze1(); CV_SRAP bool computeSaliency(InputArray image, OutputArray saliencyMap) { if(image.empty()) @@ -179,17 +178,20 @@ class DeepGaze1 : public StaticSaliency return computeSaliencyImpl(image, saliencyMap); } -protect: - bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap); - vector featureMapGenerator(Mat); - Mat comb(vector&, vector); - Mat softmax(Mat); - void training(vector&, vector&); - vector evalGrad(vector&, vector); - vector batchIndex(unsigned, unsigned); - double loss(vector, vector); - vector mapSampler(Mat, vector); - vector fixationLoc(Mat); +protected: + bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap); + DeepGaze1(); + DeepGaze1(string, string, vector); + vector featureMapGenerator(Mat); + static Mat comb(vector&, vector); + static Mat softmax(Mat); + Mat saliencyMapGenerator(Mat); + void training(vector&, vector&); + static vector evalGrad(vector&, vector&, vector); + vector batchIndex(unsigned, unsigned); + static double loss(vector, vector); + static vector mapSampler(Mat, vector); + vector fixationLoc(Mat); }; diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index 9d270d85425..39417b93c25 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -20,52 +20,6 @@ using namespace cv; using namespace cv::dnn; /* Find best class for the blob (i. e. class with maximal probability) */ -void thresholding(Mat img) -{ - Mat res(227, 227, CV_8U, Scalar::all(0)); - vector fixation; - vector > match; - for(int i = 0;i < img.rows;i++) - { - for(int j = 0;j < img.cols;j++) - { - fixation.push_back((double)img.at(i, j)); - } - } - for(unsigned i = 0; i < fixation.size(); i++) - { - match.push_back({fixation[i], i}); - } - sort(match.begin(), match.end(), [](pair a, pair b) { - return b.first < a.first; - }); - for(unsigned i = 0 ; i <= match.size()*0.01; i++) - { - if(i <= match.size() * 0.001) - res.at(match[i].second / 227, match[i].second % 227) = 255; - else if (i <= match.size() * 0.01) - res.at(match[i].second / 227, match[i].second % 227) = 150; - else if (i <= match.size() * 0.1) - res.at(match[i].second / 227, match[i].second % 227) = 75; - else if (i <= match.size() * 0.4) - res.at(match[i].second / 227, match[i].second % 227) = 25; - } - resize(res, res, Size(1024, 768), 0, 0, INTER_AREA); - log(img, img); - ofstream file("sample.csv"); - for (int i = 0;i < img.rows;i++) - { - for (int j=0;j < img.cols;j++) - { - file << img.at(i, j) << " "; - } - file << endl; - } - file.close(); - imshow("img2", res); - waitKey(0); -} - int main(int argc, char **argv) { DeepGaze1 g = DeepGaze1(); @@ -93,6 +47,5 @@ int main(int argc, char **argv) g.training(images, fixs); Mat res(g.saliencyMapGenerator(imread("ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"))); - thresholding(res); return 0; } //main diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 3e121d83d85..0114cd9856b 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -18,23 +18,19 @@ using namespace std; using namespace cv; using namespace cv::dnn; + + DeepGaze1::DeepGaze1() { net = dnn::readNetFromCaffe("deploy.prototxt", "bvlc_alexnet.caffemodel"); - layers_names = vector{"conv1", "relu1", "pool1", "norm1", "conv2", "relu2", "pool2", "norm2", "conv3", "relu3", "conv4", "relu4", "conv5", "relu5", "pool5"}; - training_images = vector(); - weights = vector(3713, 1.0); - for(double& i : weights) - { - i = (rand() % 10 / 10.0); - } + layers_names = vector{"conv5"}; + weights = {0.497487,0.502411,0.456505,0.425814,0.497493,0.512262,0.516318,0.44849,0.424749,0.472097,0.494168,0.488127,0.45547,0.476046,0.44338,0.50457,0.55326,0.534006,0.423589,0.498399,0.517197,0.533391,0.518,0.491569,0.491973,0.468363,0.490844,0.387676,0.56501,0.486951,0.498872,0.476382,0.432565,0.492387,0.572339,0.547571,0.481624,0.471914,0.412187,0.457617,0.547966,0.501938,0.517393,0.523375,0.522948,0.486832,0.507451,0.516924,0.424877,0.510275,0.495443,0.472026,0.125719,0.503043,0.506072,0.440315,0.495942,0.477689,0.466947,0.458948,0.346367,0.527349,0.587935,0.58706,0.494051,0.474483,0.539967,0.532128,0.443884,0.462236,0.494746,0.487751,0.488264,0.470903,0.477316,0.498729,0.482376,0.421621,0.439487,0.505218,0.483866,0.471529,0.480059,0.476024,0.496628,0.510684,0.485402,0.521804,0.480137,0.407191,0.231358,0.0521284,0.614009,0.440855,0.47279,0.250036,0.53501,0.413822,0.444445,0.462979,0.518892,0.585769,0.474131,0.508421,0.509128,0.540619,0.412131,0.439915,0.492447,0.522151,0.474511,0.495,0.430954,0.535171,0.518931,0.544447,0.524002,0.421077,0.517055,0.447245,0.251134,0.511714,0.153483,0.490056,0.453425,0.450157,0.442129,0.436315,0.555194,0.46594,0.422647,0.456453,0.472298,0.532641,0.523724,0.471044,0.501304,0.306234,0.485647,0.516084,0.529696,0.318047,0.482182,0.459202,0.524382,0.461817,0.460216,0.518925,0.565913,0.46236,0.397505,0.536967,0.477518,0.526041,0.484764,0.418136,0.546664,0.332771,0.432856,0.474645,0.534784,0.503048,0.460163,0.433259,0.427519,0.291319,0.36069,0.407249,0.48776,0.434639,0.492274,0.471517,0.436101,0.551626,0.41872,0.424817,0.533052,0.457066,0.508638,0.488303,0.501407,0.503762,0.521199,0.500515,0.510584,0.50581,0.466941,0.51722,0.502145,0.447454,0.430834,0.451845,0.541774,0.505495,0.501585,0.434551,0.536647,0.408516,0.47475,0.576825,0.515408,0.278159,0.527432,0.507564,0.461757,0.468113,0.463559,0.511806,0.379718,0.346922,0.395977,0.489966,0.513447,0.450056,0.511192,0.486209,0.481624,0.425786,0.48788,0.514394,0.457541,0.430562,0.438185,0.417461,0.501014,0.49015,0.541213,0.47548,0.471689,0.36902,0.566105,0.573095,0.474797,0.546882,0.492789,0.505544,0.497233,0.418915,0.481781,0.103597,0.474253,0.478368,0.511184,0.503792,0.497224,0.493456,0.450304,0.44323,0.477985,0.508655,0.425664,0.210711,0.541917,0.505914,0.476779,0.417452,2.1771}; } -DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers, vector training_set) +DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers) { net = dnn::readNetFromCaffe(net_proto, net_caffemodel); layers_names = selected_layers; - training_images = training_set; weights = vector(layers_names.size(), 0); for(double& i : weights) { @@ -44,7 +40,6 @@ DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector sel vector DeepGaze1::featureMapGenerator(Mat img) { - //Mat img = imread(input_image); vector featureMaps; Mat me(227, 227, CV_64F, Scalar::all(0.0));//hard coded currently, change later Mat std(227, 227, CV_64F, Scalar::all(0.0)); @@ -61,7 +56,7 @@ vector DeepGaze1::featureMapGenerator(Mat img) for(int j = 0; j < blob_set.size[1]; j++) { Mat m, s, blob = Mat(blob_set.size[2], blob_set.size[3], CV_64F, blob_set.ptr(0, j)).clone(); - resize(blob, blob, Size(227, 227), 0, 0, INTER_AREA); + resize(blob, blob, Size(227, 227)); featureMaps.push_back(blob); } } @@ -80,30 +75,20 @@ vector DeepGaze1::featureMapGenerator(Mat img) featureMaps[i] -= me; divide(featureMaps[i], std, featureMaps[i]); } - /* - for(unsigned i = 0;i < featureMaps.size();i++) - { - Scalar me, std; - meanStdDev(featureMaps[i], me, std); - featureMaps[i] -= me.val[0]; - if(std.val[0] != 0) featureMaps[i] /= std.val[0]; - }*/ Mat centerBias(227, 227, CV_64F, Scalar::all(0.0)); for(int i = 0;i < centerBias.rows;i++) { for(int j = 0;j < centerBias.cols;j++) { double temp = max(abs(i - 227/2), abs(i - 227/2)) * 1.414; - centerBias.at(i, j) = 0.01 * exp(-0.0001 * temp * temp); - //double ratio = abs(i - centerBias.rows / 2.0) * 2 * abs(j - centerBias.cols / 2.0) * 2 / centerBias.rows / centerBias.cols; - //centerBias.at(i, j) = 0.01 * exp(-1.2 * ratio); + centerBias.at(i, j) = exp(-0.0002 * temp * temp); } } featureMaps.push_back(centerBias); return featureMaps; } -bool computeSaliencyImpl(InputArray image, OutputArray saleicnyMap) +bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap) { vector featureMaps = featureMapGenerator(image); saliencyMap = softmax(comb(featureMaps, weights)); @@ -127,15 +112,15 @@ Mat DeepGaze1::comb(vector& featureMaps, vector wei) temp *= wei[i]; res += temp; } - //filter2D(res, res, -1, getGaussianKernel(30, 1), Point(-1, -1), 0, BORDER_DEFAULT); - GaussianBlur(res, res, Size(51, 51), 0, 0); + GaussianBlur(res, res, Size(35, 35), 0, 0); return res; } Mat DeepGaze1::softmax(Mat res) { exp(res, res); - res = res / sum(res).val[0]; + double temp = sum(res).val[0]; + res = res / temp; return res; } @@ -161,7 +146,6 @@ vector DeepGaze1::batchIndex(unsigned total, unsigned batchSize) vector DeepGaze1::fixationLoc(Mat img) { vector randIndex; - //Mat img = imread("ALLFIXATIONMAPS/i05june05_static_street_boston_p1010764_fixPts.jpg", 0); resize(img, img, Size(227, 227), 0, 0, INTER_AREA); vector fixation; vector > match; @@ -173,7 +157,7 @@ vector DeepGaze1::fixationLoc(Mat img) sort(match.begin(), match.end(), [](pair a, pair b) { return b.first < a.first; }); - for(unsigned i = 0 ; i <= match.size() * 0.2 && match[i].first > 0 ; i++) + for(unsigned i = 0 ; ((i < match.size()) && (match[i].first > 0)) ; i++) { randIndex.push_back(match[i].second); } @@ -210,30 +194,30 @@ vector DeepGaze1::mapSampler(Mat saliency, vector randIndex) return saliency_sample; } -vector DeepGaze1::evalGrad(vector& featureMaps, vector randIndex) +vector DeepGaze1::evalGrad(vector& featureMaps, vector& randIndex, vector wei) { vector grad(featureMaps.size(), 0); - Mat c = comb(featureMaps, weights); - Mat saliency_old = softmax(c.clone()); + Mat c = comb(featureMaps, wei); + Mat saliency_old = c.clone(); + saliency_old = softmax(saliency_old); vector tt_old = mapSampler(saliency_old, randIndex); double loss_old = 0; - loss_old = loss(tt_old, weights); - for(unsigned i = 0; i < weights.size(); i++) + loss_old = loss(tt_old, wei); + for(unsigned i = 0; i < wei.size(); i++) { Mat saliency_new = c.clone(); Mat temp(227, 227, CV_64F, Scalar::all(0.0)); - temp += 0.0001 * featureMaps[i]; + temp += 0.0000000001 * featureMaps[i]; + GaussianBlur(temp, temp, Size(35, 35), 0, 0); saliency_new += temp; - //filter2D(saliency_new, saliency_new, -1, getGaussianKernel(30, 1), Point(-1, -1), 0, BORDER_DEFAULT); - GaussianBlur(saliency_new, saliency_new, Size(51, 51), 0, 0); saliency_new = softmax(saliency_new); - vector weights_new(weights); - weights_new[i] += 0.0001; + vector weights_new(wei); + weights_new[i] += 0.0000000001; double loss_new = 0; vector tt = mapSampler(saliency_new, randIndex); loss_new = loss(tt, weights_new); - grad[i] = (loss_new - loss_old) / 0.0001; + grad[i] = (loss_new - loss_old) / 0.0000000001; } return grad; } @@ -243,24 +227,25 @@ void DeepGaze1::training(vector& images, vector& fixMaps) vector randIndex = batchIndex(images.size(), images.size()); vector > fixLoc_list; vector > featureMaps_list; + vector fixLoc; + vector featureMaps; vector grad; vector vel(weights.size(), 0); - + unsigned n = 0; for(unsigned i : randIndex) { vector featureMaps = featureMapGenerator(images[i]); vector fixLoc = fixationLoc(fixMaps[i]); - grad = evalGrad(featureMaps, fixLoc); + grad = evalGrad(featureMaps, fixLoc, weights); for(unsigned j = 0; j < grad.size(); j++) { vel[j] = 0.9 * vel[j] + grad[j]; - weights[j] -= 0.001 * vel[j] * exp(-0.001 * i); + weights[j] -= 0.01 * vel[j] * exp(-0.01 * n); } + n++; double avgGrad = accumulate(grad.begin(), grad.end(), 0.0) / weights.size(); double avgWeight = accumulate(weights.begin(), weights.end(), 0.0) / weights.size(); - if (abs(avgGrad) <= 0.01 || isnan(avgGrad)) break; - cout << i << " " << avgGrad << " " << avgWeight << endl; + cout << n << " " << avgGrad << " " << avgWeight << endl; } - } From 80ac5c018b8aa3459649fc360eea01764696e761 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Thu, 22 Jun 2017 20:30:05 -0400 Subject: [PATCH 05/44] fix bugs when compile with contrilib --- .../include/opencv2/saliency/DeepGaze1.hpp | 62 +++++++++++++++++++ .../saliency/saliencySpecializedClasses.hpp | 39 +++++------- modules/saliency/samples/DeepGaze1Sample.cpp | 20 +++++- modules/saliency/src/DeepGaze1.cpp | 14 +++-- 4 files changed, 106 insertions(+), 29 deletions(-) create mode 100644 modules/saliency/include/opencv2/saliency/DeepGaze1.hpp diff --git a/modules/saliency/include/opencv2/saliency/DeepGaze1.hpp b/modules/saliency/include/opencv2/saliency/DeepGaze1.hpp new file mode 100644 index 00000000000..bc9e4953d60 --- /dev/null +++ b/modules/saliency/include/opencv2/saliency/DeepGaze1.hpp @@ -0,0 +1,62 @@ +/* + * DeepGaze1.hpp + * + * Created on: Jun 1, 2017 + * Author: qsx + */ + +#ifndef _OPENCV_DEEPGAZE1_HPP_ +#define _OPENCV_DEEPGAZE1_HPP_ + +#include +#include +#include +#include "saliencyBaseClasses.hpp" +#include +#include +#include +#include +#include +#include +#include + + +using namespace cv; +using namespace cv::dnn; +using namespace std; + + +class DeepGaze1 +{ +private: + dnn::Net net; + std::vector layers_names; + std::vector weights; + +public: + DeepGaze1(); + DeepGaze1(std::string, std::string, std::vector); + bool computeSaliency(InputArray image, OutputArray saliencyMap) + { + if(image.empty()) + return false; + return computeSaliencyImpl(image, saliencyMap); + } + void training(std::vector&, std::vector&); +protected: + bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap); + std::vector featureMapGenerator(Mat); + static Mat comb(std::vector&, std::vector); + static Mat softmax(Mat); + Mat saliencyMapGenerator(Mat); + static std::vector evalGrad(std::vector&, std::vector&, std::vector); + std::vector batchIndex(unsigned, unsigned); + static double loss(std::vector, std::vector); + static std::vector mapSampler(Mat, std::vector); + std::vector fixationLoc(Mat); +}; + + + + +#endif /* _OPENCV_DEEPGAZE1_HPP_ */ diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 3b2714c1ef6..398136c891c 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -163,35 +163,30 @@ class DeepGaze1 : public StaticSaliency { private: dnn::Net net; - vector layers_names; - vector weights; + std::vector layers_names; + std::vector weights; public: DeepGaze1(); - DeepGaze1(string, string, vector, vector); - virtual ~DeepGaze1(); - CV_SRAP bool computeSaliency(InputArray image, OutputArray saliencyMap) - { - if(image.empty()) - return false; - - return computeSaliencyImpl(image, saliencyMap); - } - + DeepGaze1(std::string, std::string, std::vector); + bool computeSaliency(InputArray image, OutputArray saliencyMap) + { + if(image.empty()) + return false; + return computeSaliencyImpl(image, saliencyMap); + } + void training(std::vector&, std::vector&); protected: bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap); - DeepGaze1(); - DeepGaze1(string, string, vector); - vector featureMapGenerator(Mat); - static Mat comb(vector&, vector); + std::vector featureMapGenerator(Mat); + static Mat comb(std::vector&, std::vector); static Mat softmax(Mat); Mat saliencyMapGenerator(Mat); - void training(vector&, vector&); - static vector evalGrad(vector&, vector&, vector); - vector batchIndex(unsigned, unsigned); - static double loss(vector, vector); - static vector mapSampler(Mat, vector); - vector fixationLoc(Mat); + static std::vector evalGrad(std::vector&, std::vector&, std::vector); + std::vector batchIndex(unsigned, unsigned); + static double loss(std::vector, std::vector); + static std::vector mapSampler(Mat, std::vector); + std::vector fixationLoc(Mat); }; diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index 39417b93c25..be5507e1e2e 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -8,7 +8,7 @@ #include #include #include -#include +#include #include #include #include @@ -39,13 +39,27 @@ int main(int argc, char **argv) while((dirp = readdir(dp)) != NULL) { if(dirp->d_type != 8) continue; - if((n++) >= 100) break; + if((n++) >= 400) break; string f_name(dirp->d_name); images.push_back(imread("ALLSTIMULI/" + f_name)); fixs.push_back(imread("ALLFIXATIONMAPS/" + f_name.substr(0, f_name.find_first_of('.')) + "_fixPts.jpg", 0)); } g.training(images, fixs); - Mat res(g.saliencyMapGenerator(imread("ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"))); + ofstream file; + Mat res2; + g.computeSaliency(imread("ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"), res2); + log(res2, res2); + resize(res2, res2, Size(1024, 768)); + file.open("street.csv"); + for (int i = 0;i < res2.rows;i++) + { + for (int j=0;j < res2.cols;j++) + { + file << res2.at(i, j) << " "; + } + file << endl; + } + file.close(); return 0; } //main diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 0114cd9856b..5b2c83931bf 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -4,7 +4,11 @@ * Created on: Jun 1, 2017 * Author: qsx */ -#include "precomp.hpp" + +#include +#include +#include +#include #include #include #include @@ -13,6 +17,8 @@ #include #include #include +#include + using namespace std; using namespace cv; @@ -88,10 +94,10 @@ vector DeepGaze1::featureMapGenerator(Mat img) return featureMaps; } -bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap) +bool DeepGaze1::computeSaliencyImpl(InputArray image, OutputArray saliencyMap) { - vector featureMaps = featureMapGenerator(image); - saliencyMap = softmax(comb(featureMaps, weights)); + vector featureMaps = featureMapGenerator(image.getMat()); + saliencyMap.assign(softmax(comb(featureMaps, weights))); return true; } From af4fc83f3236b594342338d95125c9af8c0e3eed Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 24 Jun 2017 00:39:43 -0400 Subject: [PATCH 06/44] add auc and visualize function --- .../include/opencv2/saliency/DeepGaze1.hpp | 62 -------- .../saliency/saliencySpecializedClasses.hpp | 9 +- modules/saliency/samples/DeepGaze1Sample.cpp | 44 +++++- modules/saliency/src/DeepGaze1.cpp | 137 +++++++++++++++++- modules/saliency/src/staticSaliency.cpp | 4 + 5 files changed, 185 insertions(+), 71 deletions(-) delete mode 100644 modules/saliency/include/opencv2/saliency/DeepGaze1.hpp diff --git a/modules/saliency/include/opencv2/saliency/DeepGaze1.hpp b/modules/saliency/include/opencv2/saliency/DeepGaze1.hpp deleted file mode 100644 index bc9e4953d60..00000000000 --- a/modules/saliency/include/opencv2/saliency/DeepGaze1.hpp +++ /dev/null @@ -1,62 +0,0 @@ -/* - * DeepGaze1.hpp - * - * Created on: Jun 1, 2017 - * Author: qsx - */ - -#ifndef _OPENCV_DEEPGAZE1_HPP_ -#define _OPENCV_DEEPGAZE1_HPP_ - -#include -#include -#include -#include "saliencyBaseClasses.hpp" -#include -#include -#include -#include -#include -#include -#include - - -using namespace cv; -using namespace cv::dnn; -using namespace std; - - -class DeepGaze1 -{ -private: - dnn::Net net; - std::vector layers_names; - std::vector weights; - -public: - DeepGaze1(); - DeepGaze1(std::string, std::string, std::vector); - bool computeSaliency(InputArray image, OutputArray saliencyMap) - { - if(image.empty()) - return false; - return computeSaliencyImpl(image, saliencyMap); - } - void training(std::vector&, std::vector&); -protected: - bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap); - std::vector featureMapGenerator(Mat); - static Mat comb(std::vector&, std::vector); - static Mat softmax(Mat); - Mat saliencyMapGenerator(Mat); - static std::vector evalGrad(std::vector&, std::vector&, std::vector); - std::vector batchIndex(unsigned, unsigned); - static double loss(std::vector, std::vector); - static std::vector mapSampler(Mat, std::vector); - std::vector fixationLoc(Mat); -}; - - - - -#endif /* _OPENCV_DEEPGAZE1_HPP_ */ diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 398136c891c..231d9bb594b 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -159,7 +159,7 @@ class CV_EXPORTS_W StaticSaliencyFineGrained : public StaticSaliency This method use the convolution layers of the pretrained AlexNet, linear combination, center bias and softmax to generate saliency map */ -class DeepGaze1 : public StaticSaliency +class CV_EXPORTS_W DeepGaze1 : public StaticSaliency { private: dnn::Net net; @@ -169,6 +169,10 @@ class DeepGaze1 : public StaticSaliency public: DeepGaze1(); DeepGaze1(std::string, std::string, std::vector); + CV_WRAP static Ptr create() + { + return makePtr(); + } bool computeSaliency(InputArray image, OutputArray saliencyMap) { if(image.empty()) @@ -176,12 +180,15 @@ class DeepGaze1 : public StaticSaliency return computeSaliencyImpl(image, saliencyMap); } void training(std::vector&, std::vector&); + double computeAUC(InputArray _saliencyMap, InputArray _fixtionMap); + void saliencyMapVisualize(InputArray _saliencyMap); protected: bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap); std::vector featureMapGenerator(Mat); static Mat comb(std::vector&, std::vector); static Mat softmax(Mat); Mat saliencyMapGenerator(Mat); + static std::vector evalGrad(std::vector&, std::vector&, std::vector); std::vector batchIndex(unsigned, unsigned); static double loss(std::vector, std::vector); diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index be5507e1e2e..84563303117 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -1,3 +1,43 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// + // + // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. + // + // By downloading, copying, installing or using the software you agree to this license. + // If you do not agree to this license, do not download, install, + // copy or use the software. + // + // + // License Agreement + // For Open Source Computer Vision Library + // + // Copyright (C) 2014, OpenCV Foundation, all rights reserved. + // Third party copyrights are property of their respective owners. + // + // Redistribution and use in source and binary forms, with or without modification, + // are permitted provided that the following conditions are met: + // + // * Redistribution's of source code must retain the above copyright notice, + // this list of conditions and the following disclaimer. + // + // * Redistribution's in binary form must reproduce the above copyright notice, + // this list of conditions and the following disclaimer in the documentation + // and/or other materials provided with the distribution. + // + // * The name of the copyright holders may not be used to endorse or promote products + // derived from this software without specific prior written permission. + // + // This software is provided by the copyright holders and contributors "as is" and + // any express or implied warranties, including, but not limited to, the implied + // warranties of merchantability and fitness for a particular purpose are disclaimed. + // In no event shall the Intel Corporation or contributors be liable for any direct, + // indirect, incidental, special, exemplary, or consequential damages + // (including, but not limited to, procurement of substitute goods or services; + // loss of use, data, or profits; or business interruption) however caused + // and on any theory of liability, whether in contract, strict liability, + // or tort (including negligence or otherwise) arising in any way out of + // the use of this software, even if advised of the possibility of such damage. + // + //M*/ /* * main.cpp * @@ -51,7 +91,9 @@ int main(int argc, char **argv) g.computeSaliency(imread("ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"), res2); log(res2, res2); resize(res2, res2, Size(1024, 768)); - file.open("street.csv"); + cout << "AUC = " << g.computeAUC(res2, imread("ALLSTIMULI/i05june05_static_street_boston_p1010764_fixPts.jpeg", 0)) << endl;; + g.saliencyMapVisualize(res2); + file.open("saliency.csv"); for (int i = 0;i < res2.rows;i++) { for (int j=0;j < res2.cols;j++) diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 5b2c83931bf..30948fbbc36 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -1,3 +1,44 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// + // + // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. + // + // By downloading, copying, installing or using the software you agree to this license. + // If you do not agree to this license, do not download, install, + // copy or use the software. + // + // + // License Agreement + // For Open Source Computer Vision Library + // + // Copyright (C) 2014, OpenCV Foundation, all rights reserved. + // Third party copyrights are property of their respective owners. + // + // Redistribution and use in source and binary forms, with or without modification, + // are permitted provided that the following conditions are met: + // + // * Redistribution's of source code must retain the above copyright notice, + // this list of conditions and the following disclaimer. + // + // * Redistribution's in binary form must reproduce the above copyright notice, + // this list of conditions and the following disclaimer in the documentation + // and/or other materials provided with the distribution. + // + // * The name of the copyright holders may not be used to endorse or promote products + // derived from this software without specific prior written permission. + // + // This software is provided by the copyright holders and contributors "as is" and + // any express or implied warranties, including, but not limited to, the implied + // warranties of merchantability and fitness for a particular purpose are disclaimed. + // In no event shall the Intel Corporation or contributors be liable for any direct, + // indirect, incidental, special, exemplary, or consequential damages + // (including, but not limited to, procurement of substitute goods or services; + // loss of use, data, or profits; or business interruption) however caused + // and on any theory of liability, whether in contract, strict liability, + // or tort (including negligence or otherwise) arising in any way out of + // the use of this software, even if advised of the possibility of such damage. + // + //M*/ + /* * DeepGaze1.cpp * @@ -8,7 +49,7 @@ #include #include #include -#include +#include "precomp.hpp" #include #include #include @@ -20,17 +61,29 @@ #include + using namespace std; using namespace cv; using namespace cv::dnn; +using namespace cv::saliency; - +namespace cv +{ +namespace saliency +{ DeepGaze1::DeepGaze1() { net = dnn::readNetFromCaffe("deploy.prototxt", "bvlc_alexnet.caffemodel"); layers_names = vector{"conv5"}; - weights = {0.497487,0.502411,0.456505,0.425814,0.497493,0.512262,0.516318,0.44849,0.424749,0.472097,0.494168,0.488127,0.45547,0.476046,0.44338,0.50457,0.55326,0.534006,0.423589,0.498399,0.517197,0.533391,0.518,0.491569,0.491973,0.468363,0.490844,0.387676,0.56501,0.486951,0.498872,0.476382,0.432565,0.492387,0.572339,0.547571,0.481624,0.471914,0.412187,0.457617,0.547966,0.501938,0.517393,0.523375,0.522948,0.486832,0.507451,0.516924,0.424877,0.510275,0.495443,0.472026,0.125719,0.503043,0.506072,0.440315,0.495942,0.477689,0.466947,0.458948,0.346367,0.527349,0.587935,0.58706,0.494051,0.474483,0.539967,0.532128,0.443884,0.462236,0.494746,0.487751,0.488264,0.470903,0.477316,0.498729,0.482376,0.421621,0.439487,0.505218,0.483866,0.471529,0.480059,0.476024,0.496628,0.510684,0.485402,0.521804,0.480137,0.407191,0.231358,0.0521284,0.614009,0.440855,0.47279,0.250036,0.53501,0.413822,0.444445,0.462979,0.518892,0.585769,0.474131,0.508421,0.509128,0.540619,0.412131,0.439915,0.492447,0.522151,0.474511,0.495,0.430954,0.535171,0.518931,0.544447,0.524002,0.421077,0.517055,0.447245,0.251134,0.511714,0.153483,0.490056,0.453425,0.450157,0.442129,0.436315,0.555194,0.46594,0.422647,0.456453,0.472298,0.532641,0.523724,0.471044,0.501304,0.306234,0.485647,0.516084,0.529696,0.318047,0.482182,0.459202,0.524382,0.461817,0.460216,0.518925,0.565913,0.46236,0.397505,0.536967,0.477518,0.526041,0.484764,0.418136,0.546664,0.332771,0.432856,0.474645,0.534784,0.503048,0.460163,0.433259,0.427519,0.291319,0.36069,0.407249,0.48776,0.434639,0.492274,0.471517,0.436101,0.551626,0.41872,0.424817,0.533052,0.457066,0.508638,0.488303,0.501407,0.503762,0.521199,0.500515,0.510584,0.50581,0.466941,0.51722,0.502145,0.447454,0.430834,0.451845,0.541774,0.505495,0.501585,0.434551,0.536647,0.408516,0.47475,0.576825,0.515408,0.278159,0.527432,0.507564,0.461757,0.468113,0.463559,0.511806,0.379718,0.346922,0.395977,0.489966,0.513447,0.450056,0.511192,0.486209,0.481624,0.425786,0.48788,0.514394,0.457541,0.430562,0.438185,0.417461,0.501014,0.49015,0.541213,0.47548,0.471689,0.36902,0.566105,0.573095,0.474797,0.546882,0.492789,0.505544,0.497233,0.418915,0.481781,0.103597,0.474253,0.478368,0.511184,0.503792,0.497224,0.493456,0.450304,0.44323,0.477985,0.508655,0.425664,0.210711,0.541917,0.505914,0.476779,0.417452,2.1771}; + weights = {0.492854,0.492877,0.479609,0.421596,0.480012,0.494546,0.491108,0.439248,0.417933,0.4668,0.486139,0.514718,0.453098,0.472188,0.445103,0.494097,0.529148,0.533347,0.442691,0.489554,0.50217,0.53819,0.531503,0.504056,0.479747,0.461701,0.485831,0.394992,0.570794,0.470482,0.488125,0.471739,0.4398,0.505467,0.550743,0.504148,0.462727,0.459829,0.422992,0.509772,0.553377,0.508442,0.505563,0.491302,0.495632,0.489039,0.499162,0.509256,0.384351,0.491582,0.498799,0.443283,0.14665,0.505998,0.476396,0.441713,0.510864,0.472548,0.475626,0.456787,0.280965,0.518874,0.549786,0.592618,0.471703,0.475373,0.528985,0.526741,0.434502,0.456911,0.491685,0.485708,0.499109,0.4658,0.492202,0.502736,0.472375,0.412582,0.407544,0.494221,0.489164,0.471861,0.47437,0.460959,0.483775,0.501043,0.451273,0.519939,0.508091,0.452396,0.245676,0.0888862,0.595714,0.441607,0.464184,0.29037,0.518533,0.357039,0.437911,0.478792,0.511229,0.595958,0.493729,0.519221,0.523391,0.532277,0.417928,0.475816,0.491772,0.528581,0.475654,0.493478,0.410968,0.520633,0.512556,0.499514,0.498943,0.418418,0.511485,0.446065,0.357794,0.51133,0.209279,0.461075,0.473529,0.465893,0.430571,0.48145,0.546338,0.4401,0.45794,0.483761,0.463332,0.512939,0.502891,0.472128,0.51617,0.333901,0.47877,0.509239,0.510321,0.4077,0.473865,0.445319,0.495594,0.456786,0.518791,0.511876,0.549299,0.498824,0.46347,0.525044,0.47334,0.540368,0.505328,0.409669,0.54626,0.358662,0.46484,0.536226,0.521173,0.519185,0.476368,0.428786,0.432964,0.425856,0.426588,0.457205,0.482571,0.455547,0.48705,0.451839,0.437475,0.542039,0.424395,0.413576,0.51641,0.457871,0.513123,0.48728,0.485663,0.507079,0.526057,0.511003,0.570418,0.514235,0.479556,0.508198,0.498791,0.502174,0.446841,0.447647,0.532451,0.508642,0.496559,0.411333,0.505797,0.420407,0.459041,0.563488,0.469008,0.208642,0.520856,0.519897,0.476584,0.448352,0.451145,0.498658,0.353569,0.401326,0.393847,0.48967,0.522242,0.433495,0.48677,0.497438,0.473391,0.404475,0.490037,0.515052,0.470104,0.434857,0.432513,0.34618,0.479519,0.47566,0.539204,0.455606,0.450167,0.365174,0.527948,0.546035,0.476195,0.549845,0.467285,0.498941,0.480349,0.423689,0.463662,0.103302,0.474756,0.466111,0.474601,0.489604,0.481745,0.500208,0.46845,0.465353,0.481096,0.510841,0.423021,0.279185,0.682107,0.51822,0.492927,0.46524,4.79625}; + //weights = {0.497487,0.502411,0.456505,0.425814,0.497493,0.512262,0.516318,0.44849,0.424749,0.472097,0.494168,0.488127,0.45547,0.476046,0.44338,0.50457,0.55326,0.534006,0.423589,0.498399,0.517197,0.533391,0.518,0.491569,0.491973,0.468363,0.490844,0.387676,0.56501,0.486951,0.498872,0.476382,0.432565,0.492387,0.572339,0.547571,0.481624,0.471914,0.412187,0.457617,0.547966,0.501938,0.517393,0.523375,0.522948,0.486832,0.507451,0.516924,0.424877,0.510275,0.495443,0.472026,0.125719,0.503043,0.506072,0.440315,0.495942,0.477689,0.466947,0.458948,0.346367,0.527349,0.587935,0.58706,0.494051,0.474483,0.539967,0.532128,0.443884,0.462236,0.494746,0.487751,0.488264,0.470903,0.477316,0.498729,0.482376,0.421621,0.439487,0.505218,0.483866,0.471529,0.480059,0.476024,0.496628,0.510684,0.485402,0.521804,0.480137,0.407191,0.231358,0.0521284,0.614009,0.440855,0.47279,0.250036,0.53501,0.413822,0.444445,0.462979,0.518892,0.585769,0.474131,0.508421,0.509128,0.540619,0.412131,0.439915,0.492447,0.522151,0.474511,0.495,0.430954,0.535171,0.518931,0.544447,0.524002,0.421077,0.517055,0.447245,0.251134,0.511714,0.153483,0.490056,0.453425,0.450157,0.442129,0.436315,0.555194,0.46594,0.422647,0.456453,0.472298,0.532641,0.523724,0.471044,0.501304,0.306234,0.485647,0.516084,0.529696,0.318047,0.482182,0.459202,0.524382,0.461817,0.460216,0.518925,0.565913,0.46236,0.397505,0.536967,0.477518,0.526041,0.484764,0.418136,0.546664,0.332771,0.432856,0.474645,0.534784,0.503048,0.460163,0.433259,0.427519,0.291319,0.36069,0.407249,0.48776,0.434639,0.492274,0.471517,0.436101,0.551626,0.41872,0.424817,0.533052,0.457066,0.508638,0.488303,0.501407,0.503762,0.521199,0.500515,0.510584,0.50581,0.466941,0.51722,0.502145,0.447454,0.430834,0.451845,0.541774,0.505495,0.501585,0.434551,0.536647,0.408516,0.47475,0.576825,0.515408,0.278159,0.527432,0.507564,0.461757,0.468113,0.463559,0.511806,0.379718,0.346922,0.395977,0.489966,0.513447,0.450056,0.511192,0.486209,0.481624,0.425786,0.48788,0.514394,0.457541,0.430562,0.438185,0.417461,0.501014,0.49015,0.541213,0.47548,0.471689,0.36902,0.566105,0.573095,0.474797,0.546882,0.492789,0.505544,0.497233,0.418915,0.481781,0.103597,0.474253,0.478368,0.511184,0.503792,0.497224,0.493456,0.450304,0.44323,0.477985,0.508655,0.425664,0.210711,0.541917,0.505914,0.476779,0.417452,2.1771}; + /*weights=vector(257,1.0); + for(double& i : weights) + { + i = (rand() % 10 / 10.0); + //i = 1; + }*/ } DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers) @@ -81,15 +134,17 @@ vector DeepGaze1::featureMapGenerator(Mat img) featureMaps[i] -= me; divide(featureMaps[i], std, featureMaps[i]); } - Mat centerBias(227, 227, CV_64F, Scalar::all(0.0)); + /*Mat centerBias(227, 227, CV_64F, Scalar::all(0.0)); for(int i = 0;i < centerBias.rows;i++) { for(int j = 0;j < centerBias.cols;j++) { double temp = max(abs(i - 227/2), abs(i - 227/2)) * 1.414; - centerBias.at(i, j) = exp(-0.0002 * temp * temp); + centerBias.at(i, j) = exp(-0.0001 * temp * temp); } - } + }*/ + Mat centerBias = (Mat_(15, 15) << 0.136605132339619,0.254911885194451,0.354975848201554,0.432118422919642,0.492788960570534,0.537169372900984,0.559893362856313,0.570408994503682,0.558327108322080,0.529592014101891,0.483151700229565,0.421134751334104,0.339516463333039,0.240333898610746,0.119040524151926,0.255057036816424,0.373463164527964,0.471695245848319,0.548331995771048,0.610621682003216,0.652904303445073,0.678084927709815,0.686289988540627,0.675100404076781,0.648787013529810,0.601363163606808,0.539724655027488,0.457897183544702,0.359051684872921,0.237121060715778,0.354996162889476,0.471574664262948,0.569824563418442,0.647926075225057,0.710453524703313,0.751807537518647,0.777982678740224,0.785604558552769,0.773105643206983,0.747143093637550,0.700960041197720,0.637036644172802,0.555488832006236,0.456278688906414,0.336404833368141,0.432114886533253,0.548519754764192,0.647919735424171,0.726252091271344,0.787633820027685,0.830453686804553,0.855159388723024,0.864261146191168,0.851130919200443,0.823782075450280,0.777941301454146,0.714197202377273,0.632042767206447,0.533375632722201,0.413459898633110,0.492846224526104,0.610458063998438,0.710273041291813,0.787934734560166,0.848818377335713,0.892669644305876,0.915962511030596,0.925983774442787,0.914078884852605,0.886340426175551,0.838921069614458,0.776522338759063,0.694910735314247,0.595717337417090,0.474404562107594,0.537258377108661,0.652654274132924,0.751668431422994,0.830557252057301,0.892264877678679,0.934387776714834,0.960294475640559,0.968153776825753,0.957118891968944,0.930719438034762,0.882668936995775,0.818004698514852,0.736335421611659,0.637250235468980,0.518321616011027,0.559912410908083,0.678060440904210,0.778035916610351,0.855337573494623,0.916090961317328,0.960268532575822,0.983151329506359,0.993265865328518,0.981393158586731,0.953452714649956,0.906806535966130,0.844266579567292,0.762471436321223,0.663436280862256,0.542292468493236,0.570471859736804,0.686367557103361,0.785571470982568,0.863984557875191,0.925787582513478,0.968184312606637,0.993160551514547,1.00071969560062,0.990820131015439,0.963788669203278,0.916062100871062,0.851941275823728,0.770061877665113,0.671049079061439,0.551460475500773,0.558354004396870,0.675218828625687,0.773141022132423,0.851023228938218,0.914111180726610,0.957097877210958,0.981435236380489,0.990830375805955,0.979069435484073,0.951285941586670,0.904001536547754,0.841050003441305,0.759279958742245,0.660299547838899,0.539966072338975,0.529794530767286,0.648426268685882,0.747085236556856,0.823784188854240,0.886061506412046,0.930850736147926,0.953129788839557,0.963752221613668,0.951512839210700,0.924189623933934,0.877773421560175,0.814688659956347,0.733050627339970,0.633967523008819,0.512144357629488,0.483094193799984,0.601317535642541,0.700936072455337,0.778084086878178,0.839052826457435,0.882842688790194,0.906345815545706,0.916276056981117,0.904027650739533,0.877827433807473,0.831763094963022,0.767578814024913,0.685653480474771,0.586759596897176,0.465090771371211,0.421344630481700,0.539705161668206,0.637059989497880,0.714213691485248,0.776688317470029,0.818187784047592,0.844251497483870,0.851844570961231,0.841044566248117,0.814778195034621,0.767546270221294,0.705699445037065,0.623983961385159,0.525082406012993,0.403548799412053,0.339352953813616,0.458020160692771,0.555130309401582,0.632633247554868,0.694581915649390,0.736338072460011,0.762425604772228,0.770108192322197,0.759369952472952,0.732901801094476,0.685633947666787,0.623974569677122,0.542296497992531,0.443313473703102,0.321653790809172,0.240452590442239,0.358845767555164,0.456323501276454,0.533311273531990,0.595861650031113,0.637378281509690,0.663434282045727,0.670883353894946,0.660356369332519,0.633940197197224,0.586949913320820,0.525019901253340,0.443239391952182,0.341581133756428,0.221496442250004,0.118883254021697,0.237092401238019,0.336442576365934,0.413042016689593,0.474758090922195,0.518099556977193,0.541973522382581,0.551465525482662,0.539575142928788,0.512205675560351,0.465197135656097,0.403297133574821,0.321504846482331,0.221359680451730,0.100335071938095); + resize(centerBias, centerBias, Size(227, 227)); featureMaps.push_back(centerBias); return featureMaps; } @@ -98,6 +153,8 @@ bool DeepGaze1::computeSaliencyImpl(InputArray image, OutputArray saliencyMap) { vector featureMaps = featureMapGenerator(image.getMat()); saliencyMap.assign(softmax(comb(featureMaps, weights))); + for(double i : weights) cout << i << ","; + cout << endl; return true; } @@ -247,7 +304,7 @@ void DeepGaze1::training(vector& images, vector& fixMaps) for(unsigned j = 0; j < grad.size(); j++) { vel[j] = 0.9 * vel[j] + grad[j]; - weights[j] -= 0.01 * vel[j] * exp(-0.01 * n); + weights[j] -= 0.1 * vel[j] * exp(-0.01 * n); } n++; double avgGrad = accumulate(grad.begin(), grad.end(), 0.0) / weights.size(); @@ -255,3 +312,69 @@ void DeepGaze1::training(vector& images, vector& fixMaps) cout << n << " " << avgGrad << " " << avgWeight << endl; } } + +double DeepGaze1::computeAUC(InputArray _saliencyMap, InputArray _fixtionMap) +{ + Mat saliency = _saliencyMap.getMat(); + Mat fixtion = _fixtionMap.getMat(); + + if(saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2) + { + cout << "saliency map and fixtion map must be 1 channel and have same size" << endl; + return -1; + } + + resize(fixtion, fixtion, Size(saliency.cols, saliency.rows)); + double mi = 0, ma = 0; + minMaxLoc(saliency, &mi, &ma); + saliency -= mi; + saliency /= (ma - mi); + vector threshold_list; + for(int i = 0;i < saliency.rows;i++) + { + for(int j = 0;j < saliency.cols;j++) + { + if(fixtion.at(i, j) > 0) threshold_list.push_back(saliency.at(i, j)); + } + } + sort(threshold_list.begin(), threshold_list.end(), [](double a, double b) { + return b < a; + }); + + vector tp(1, 0), fp(1, 0); + for(unsigned i = 0;i < threshold_list.size();i++) + { + unsigned aboveth = 0; + for(int m = 0;m < saliency.rows;m++) + { + for(int n = 0;n < saliency.cols;n++) + { + if(saliency.at(m, n) >= threshold_list[i]) aboveth++; + } + } + tp.push_back((i + 1.0) / (double)threshold_list.size()); + fp.push_back((aboveth - i - 1.0) / (double)(saliency.rows * saliency.cols - threshold_list.size())); + } + tp.push_back(1); + fp.push_back(1); + double auc = 0; + for(unsigned i = 1;i < tp.size();i++) + { + auc += (tp[i - 1] + tp[i]) * (fp[i] - fp[i - 1]) / 2; + } + + return auc; +} + +void DeepGaze1::saliencyMapVisualize(InputArray _saliencyMap) +{ + Mat saliency = _saliencyMap.getMat(); + double mi = 0, ma = 0; + minMaxLoc(saliency, &mi, &ma); + saliency -= mi; + saliency /= (ma - mi); + imshow("saliencyVisual", saliency); + waitKey(0); +} +} +} diff --git a/modules/saliency/src/staticSaliency.cpp b/modules/saliency/src/staticSaliency.cpp index 62c90620752..ac6a3516a81 100644 --- a/modules/saliency/src/staticSaliency.cpp +++ b/modules/saliency/src/staticSaliency.cpp @@ -40,6 +40,9 @@ //M*/ #include "precomp.hpp" +#include +#include +#include namespace cv { @@ -50,6 +53,7 @@ namespace saliency * StaticSaliency */ + bool StaticSaliency::computeBinaryMap( InputArray _saliencyMap, OutputArray _binaryMap ) { Mat saliencyMap = _saliencyMap.getMat(); From a15d2573f2ba77226403e80a4b740d4e20d357c2 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 24 Jun 2017 21:50:09 -0400 Subject: [PATCH 07/44] remove hard coded size --- .../saliency/saliencySpecializedClasses.hpp | 9 ++- modules/saliency/src/DeepGaze1.cpp | 71 +++++++------------ 2 files changed, 31 insertions(+), 49 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 231d9bb594b..3ae2ffe39a3 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -168,7 +168,7 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency public: DeepGaze1(); - DeepGaze1(std::string, std::string, std::vector); + DeepGaze1(std::string, std::string, std::vector, unsigned); CV_WRAP static Ptr create() { return makePtr(); @@ -179,16 +179,15 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency return false; return computeSaliencyImpl(image, saliencyMap); } - void training(std::vector&, std::vector&); + Mat saliencyMapGenerator(Mat, Size = Size(227, 227)); + void training(std::vector&, std::vector&, Size = Size(227, 227)); double computeAUC(InputArray _saliencyMap, InputArray _fixtionMap); void saliencyMapVisualize(InputArray _saliencyMap); protected: bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap); - std::vector featureMapGenerator(Mat); + std::vector featureMapGenerator(Mat, Size); static Mat comb(std::vector&, std::vector); static Mat softmax(Mat); - Mat saliencyMapGenerator(Mat); - static std::vector evalGrad(std::vector&, std::vector&, std::vector); std::vector batchIndex(unsigned, unsigned); static double loss(std::vector, std::vector); diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 30948fbbc36..f9531e1a274 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -38,7 +38,6 @@ // the use of this software, even if advised of the possibility of such damage. // //M*/ - /* * DeepGaze1.cpp * @@ -49,7 +48,7 @@ #include #include #include -#include "precomp.hpp" +#include #include #include #include @@ -67,45 +66,38 @@ using namespace cv; using namespace cv::dnn; using namespace cv::saliency; - namespace cv { namespace saliency { + DeepGaze1::DeepGaze1() { net = dnn::readNetFromCaffe("deploy.prototxt", "bvlc_alexnet.caffemodel"); layers_names = vector{"conv5"}; - weights = {0.492854,0.492877,0.479609,0.421596,0.480012,0.494546,0.491108,0.439248,0.417933,0.4668,0.486139,0.514718,0.453098,0.472188,0.445103,0.494097,0.529148,0.533347,0.442691,0.489554,0.50217,0.53819,0.531503,0.504056,0.479747,0.461701,0.485831,0.394992,0.570794,0.470482,0.488125,0.471739,0.4398,0.505467,0.550743,0.504148,0.462727,0.459829,0.422992,0.509772,0.553377,0.508442,0.505563,0.491302,0.495632,0.489039,0.499162,0.509256,0.384351,0.491582,0.498799,0.443283,0.14665,0.505998,0.476396,0.441713,0.510864,0.472548,0.475626,0.456787,0.280965,0.518874,0.549786,0.592618,0.471703,0.475373,0.528985,0.526741,0.434502,0.456911,0.491685,0.485708,0.499109,0.4658,0.492202,0.502736,0.472375,0.412582,0.407544,0.494221,0.489164,0.471861,0.47437,0.460959,0.483775,0.501043,0.451273,0.519939,0.508091,0.452396,0.245676,0.0888862,0.595714,0.441607,0.464184,0.29037,0.518533,0.357039,0.437911,0.478792,0.511229,0.595958,0.493729,0.519221,0.523391,0.532277,0.417928,0.475816,0.491772,0.528581,0.475654,0.493478,0.410968,0.520633,0.512556,0.499514,0.498943,0.418418,0.511485,0.446065,0.357794,0.51133,0.209279,0.461075,0.473529,0.465893,0.430571,0.48145,0.546338,0.4401,0.45794,0.483761,0.463332,0.512939,0.502891,0.472128,0.51617,0.333901,0.47877,0.509239,0.510321,0.4077,0.473865,0.445319,0.495594,0.456786,0.518791,0.511876,0.549299,0.498824,0.46347,0.525044,0.47334,0.540368,0.505328,0.409669,0.54626,0.358662,0.46484,0.536226,0.521173,0.519185,0.476368,0.428786,0.432964,0.425856,0.426588,0.457205,0.482571,0.455547,0.48705,0.451839,0.437475,0.542039,0.424395,0.413576,0.51641,0.457871,0.513123,0.48728,0.485663,0.507079,0.526057,0.511003,0.570418,0.514235,0.479556,0.508198,0.498791,0.502174,0.446841,0.447647,0.532451,0.508642,0.496559,0.411333,0.505797,0.420407,0.459041,0.563488,0.469008,0.208642,0.520856,0.519897,0.476584,0.448352,0.451145,0.498658,0.353569,0.401326,0.393847,0.48967,0.522242,0.433495,0.48677,0.497438,0.473391,0.404475,0.490037,0.515052,0.470104,0.434857,0.432513,0.34618,0.479519,0.47566,0.539204,0.455606,0.450167,0.365174,0.527948,0.546035,0.476195,0.549845,0.467285,0.498941,0.480349,0.423689,0.463662,0.103302,0.474756,0.466111,0.474601,0.489604,0.481745,0.500208,0.46845,0.465353,0.481096,0.510841,0.423021,0.279185,0.682107,0.51822,0.492927,0.46524,4.79625}; - //weights = {0.497487,0.502411,0.456505,0.425814,0.497493,0.512262,0.516318,0.44849,0.424749,0.472097,0.494168,0.488127,0.45547,0.476046,0.44338,0.50457,0.55326,0.534006,0.423589,0.498399,0.517197,0.533391,0.518,0.491569,0.491973,0.468363,0.490844,0.387676,0.56501,0.486951,0.498872,0.476382,0.432565,0.492387,0.572339,0.547571,0.481624,0.471914,0.412187,0.457617,0.547966,0.501938,0.517393,0.523375,0.522948,0.486832,0.507451,0.516924,0.424877,0.510275,0.495443,0.472026,0.125719,0.503043,0.506072,0.440315,0.495942,0.477689,0.466947,0.458948,0.346367,0.527349,0.587935,0.58706,0.494051,0.474483,0.539967,0.532128,0.443884,0.462236,0.494746,0.487751,0.488264,0.470903,0.477316,0.498729,0.482376,0.421621,0.439487,0.505218,0.483866,0.471529,0.480059,0.476024,0.496628,0.510684,0.485402,0.521804,0.480137,0.407191,0.231358,0.0521284,0.614009,0.440855,0.47279,0.250036,0.53501,0.413822,0.444445,0.462979,0.518892,0.585769,0.474131,0.508421,0.509128,0.540619,0.412131,0.439915,0.492447,0.522151,0.474511,0.495,0.430954,0.535171,0.518931,0.544447,0.524002,0.421077,0.517055,0.447245,0.251134,0.511714,0.153483,0.490056,0.453425,0.450157,0.442129,0.436315,0.555194,0.46594,0.422647,0.456453,0.472298,0.532641,0.523724,0.471044,0.501304,0.306234,0.485647,0.516084,0.529696,0.318047,0.482182,0.459202,0.524382,0.461817,0.460216,0.518925,0.565913,0.46236,0.397505,0.536967,0.477518,0.526041,0.484764,0.418136,0.546664,0.332771,0.432856,0.474645,0.534784,0.503048,0.460163,0.433259,0.427519,0.291319,0.36069,0.407249,0.48776,0.434639,0.492274,0.471517,0.436101,0.551626,0.41872,0.424817,0.533052,0.457066,0.508638,0.488303,0.501407,0.503762,0.521199,0.500515,0.510584,0.50581,0.466941,0.51722,0.502145,0.447454,0.430834,0.451845,0.541774,0.505495,0.501585,0.434551,0.536647,0.408516,0.47475,0.576825,0.515408,0.278159,0.527432,0.507564,0.461757,0.468113,0.463559,0.511806,0.379718,0.346922,0.395977,0.489966,0.513447,0.450056,0.511192,0.486209,0.481624,0.425786,0.48788,0.514394,0.457541,0.430562,0.438185,0.417461,0.501014,0.49015,0.541213,0.47548,0.471689,0.36902,0.566105,0.573095,0.474797,0.546882,0.492789,0.505544,0.497233,0.418915,0.481781,0.103597,0.474253,0.478368,0.511184,0.503792,0.497224,0.493456,0.450304,0.44323,0.477985,0.508655,0.425664,0.210711,0.541917,0.505914,0.476779,0.417452,2.1771}; - /*weights=vector(257,1.0); - for(double& i : weights) - { - i = (rand() % 10 / 10.0); - //i = 1; - }*/ + weights = {0.469576,0.475909,0.445926,0.476597,0.505775,0.457083,0.486233,0.460788,0.46106,0.471132,0.461589,0.383889,0.470089,0.461857,0.606081,0.469439,0.473654,0.438096,0.492859,0.483114,0.436092,0.466829,0.44598,0.467684,0.486227,0.476685,0.499284,0.548693,0.494316,0.460175,0.466815,0.456755,0.528414,0.448331,0.494126,0.486524,0.477335,0.44679,0.471165,0.453231,0.477976,0.511486,0.489458,0.433211,0.476518,0.49075,0.456346,0.479566,0.404909,0.517421,0.477067,0.498872,0.238922,0.504733,0.447699,0.435917,0.472379,0.450609,0.482663,0.462184,0.447799,0.464343,0.530619,0.753738,0.46916,0.482865,0.460146,0.489529,0.486235,0.457387,0.460575,0.472095,0.506805,0.469016,0.454105,0.458717,0.449325,0.456058,0.495336,0.471266,0.440256,0.467249,0.453049,0.488131,0.470352,0.487353,0.445176,0.460139,0.45247,0.469445,0.244583,0.169326,0.451571,0.44315,0.477018,0.44736,0.466333,0.547419,0.402816,0.448315,0.467074,0.4921,0.487628,0.479554,0.489416,0.476411,0.42611,0.437581,0.475609,0.484149,0.461617,0.507637,0.478952,0.447884,0.466818,0.437146,0.446821,0.491235,0.529646,0.499436,0.471622,0.451675,0.471276,0.452826,0.450762,0.484006,0.464328,0.585631,0.45568,0.452579,0.518405,0.467232,0.446822,0.39135,0.464697,0.493513,0.494239,0.609592,0.440514,0.550717,0.617017,0.47375,0.456314,0.405965,0.459913,0.410683,0.432651,0.528895,0.604878,0.502048,0.52597,0.461418,0.467602,0.451857,0.47494,0.482889,0.462033,0.466892,0.443192,0.47522,0.440551,0.49915,0.440109,0.46256,0.451269,0.459332,0.42362,0.454785,0.429994,0.486273,0.443259,0.487732,0.466453,0.436671,0.488789,0.428538,0.430395,0.650086,0.459794,0.485563,0.476398,0.448556,0.445961,0.477572,0.461427,0.490713,0.457607,0.475426,0.510739,0.492226,0.471198,0.468778,0.536845,0.463664,0.479667,0.460984,0.459756,0.449138,0.400535,0.481603,0.573033,0.379099,0.452276,0.508623,0.372783,0.474606,0.454702,0.582488,0.472624,0.38901,0.49034,0.471059,0.453068,0.45951,0.452311,0.516473,0.487529,0.52764,0.469588,0.514558,0.481468,0.469013,0.460126,0.504444,0.419805,0.426563,0.478199,0.472796,0.493762,0.493559,0.448286,0.446668,0.411609,0.475216,0.464951,0.486518,0.465692,0.373902,0.473649,0.46263,0.482328,0.483113,0.485923,0.448114,0.500998,0.483336,0.469564,0.489501,0.492358,0.489632,0.469056,0.393911,0.532511,0.469307,0.496896,0.48274,6.00684}; } -DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers) +DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers, unsigned n_weights) { net = dnn::readNetFromCaffe(net_proto, net_caffemodel); layers_names = selected_layers; - weights = vector(layers_names.size(), 0); + weights = vector(n_weights, 0); for(double& i : weights) { i = (double)(rand() % 10) / 10.0; } } -vector DeepGaze1::featureMapGenerator(Mat img) +vector DeepGaze1::featureMapGenerator(Mat img, Size input_size) { vector featureMaps; - Mat me(227, 227, CV_64F, Scalar::all(0.0));//hard coded currently, change later - Mat std(227, 227, CV_64F, Scalar::all(0.0)); - Mat temp(227, 227, CV_64F, Scalar::all(0.0)); + Mat me(input_size, CV_64F, Scalar::all(0.0)); + Mat std(input_size, CV_64F, Scalar::all(0.0)); + Mat temp(input_size, CV_64F, Scalar::all(0.0)); - resize(img, img, Size(227, 227), 0, 0, INTER_AREA);//hard coded + resize(img, img, input_size, 0, 0, INTER_AREA);//hard coded Mat inputBlob = blobFromImage(img); //Convert Mat to batch of images net.setBlob(".data", inputBlob); //set the network input net.forward(); //compute output @@ -115,7 +107,7 @@ vector DeepGaze1::featureMapGenerator(Mat img) for(int j = 0; j < blob_set.size[1]; j++) { Mat m, s, blob = Mat(blob_set.size[2], blob_set.size[3], CV_64F, blob_set.ptr(0, j)).clone(); - resize(blob, blob, Size(227, 227)); + resize(blob, blob, input_size, 0, 0, INTER_CUBIC); featureMaps.push_back(blob); } } @@ -134,40 +126,31 @@ vector DeepGaze1::featureMapGenerator(Mat img) featureMaps[i] -= me; divide(featureMaps[i], std, featureMaps[i]); } - /*Mat centerBias(227, 227, CV_64F, Scalar::all(0.0)); - for(int i = 0;i < centerBias.rows;i++) - { - for(int j = 0;j < centerBias.cols;j++) - { - double temp = max(abs(i - 227/2), abs(i - 227/2)) * 1.414; - centerBias.at(i, j) = exp(-0.0001 * temp * temp); - } - }*/ Mat centerBias = (Mat_(15, 15) << 0.136605132339619,0.254911885194451,0.354975848201554,0.432118422919642,0.492788960570534,0.537169372900984,0.559893362856313,0.570408994503682,0.558327108322080,0.529592014101891,0.483151700229565,0.421134751334104,0.339516463333039,0.240333898610746,0.119040524151926,0.255057036816424,0.373463164527964,0.471695245848319,0.548331995771048,0.610621682003216,0.652904303445073,0.678084927709815,0.686289988540627,0.675100404076781,0.648787013529810,0.601363163606808,0.539724655027488,0.457897183544702,0.359051684872921,0.237121060715778,0.354996162889476,0.471574664262948,0.569824563418442,0.647926075225057,0.710453524703313,0.751807537518647,0.777982678740224,0.785604558552769,0.773105643206983,0.747143093637550,0.700960041197720,0.637036644172802,0.555488832006236,0.456278688906414,0.336404833368141,0.432114886533253,0.548519754764192,0.647919735424171,0.726252091271344,0.787633820027685,0.830453686804553,0.855159388723024,0.864261146191168,0.851130919200443,0.823782075450280,0.777941301454146,0.714197202377273,0.632042767206447,0.533375632722201,0.413459898633110,0.492846224526104,0.610458063998438,0.710273041291813,0.787934734560166,0.848818377335713,0.892669644305876,0.915962511030596,0.925983774442787,0.914078884852605,0.886340426175551,0.838921069614458,0.776522338759063,0.694910735314247,0.595717337417090,0.474404562107594,0.537258377108661,0.652654274132924,0.751668431422994,0.830557252057301,0.892264877678679,0.934387776714834,0.960294475640559,0.968153776825753,0.957118891968944,0.930719438034762,0.882668936995775,0.818004698514852,0.736335421611659,0.637250235468980,0.518321616011027,0.559912410908083,0.678060440904210,0.778035916610351,0.855337573494623,0.916090961317328,0.960268532575822,0.983151329506359,0.993265865328518,0.981393158586731,0.953452714649956,0.906806535966130,0.844266579567292,0.762471436321223,0.663436280862256,0.542292468493236,0.570471859736804,0.686367557103361,0.785571470982568,0.863984557875191,0.925787582513478,0.968184312606637,0.993160551514547,1.00071969560062,0.990820131015439,0.963788669203278,0.916062100871062,0.851941275823728,0.770061877665113,0.671049079061439,0.551460475500773,0.558354004396870,0.675218828625687,0.773141022132423,0.851023228938218,0.914111180726610,0.957097877210958,0.981435236380489,0.990830375805955,0.979069435484073,0.951285941586670,0.904001536547754,0.841050003441305,0.759279958742245,0.660299547838899,0.539966072338975,0.529794530767286,0.648426268685882,0.747085236556856,0.823784188854240,0.886061506412046,0.930850736147926,0.953129788839557,0.963752221613668,0.951512839210700,0.924189623933934,0.877773421560175,0.814688659956347,0.733050627339970,0.633967523008819,0.512144357629488,0.483094193799984,0.601317535642541,0.700936072455337,0.778084086878178,0.839052826457435,0.882842688790194,0.906345815545706,0.916276056981117,0.904027650739533,0.877827433807473,0.831763094963022,0.767578814024913,0.685653480474771,0.586759596897176,0.465090771371211,0.421344630481700,0.539705161668206,0.637059989497880,0.714213691485248,0.776688317470029,0.818187784047592,0.844251497483870,0.851844570961231,0.841044566248117,0.814778195034621,0.767546270221294,0.705699445037065,0.623983961385159,0.525082406012993,0.403548799412053,0.339352953813616,0.458020160692771,0.555130309401582,0.632633247554868,0.694581915649390,0.736338072460011,0.762425604772228,0.770108192322197,0.759369952472952,0.732901801094476,0.685633947666787,0.623974569677122,0.542296497992531,0.443313473703102,0.321653790809172,0.240452590442239,0.358845767555164,0.456323501276454,0.533311273531990,0.595861650031113,0.637378281509690,0.663434282045727,0.670883353894946,0.660356369332519,0.633940197197224,0.586949913320820,0.525019901253340,0.443239391952182,0.341581133756428,0.221496442250004,0.118883254021697,0.237092401238019,0.336442576365934,0.413042016689593,0.474758090922195,0.518099556977193,0.541973522382581,0.551465525482662,0.539575142928788,0.512205675560351,0.465197135656097,0.403297133574821,0.321504846482331,0.221359680451730,0.100335071938095); - resize(centerBias, centerBias, Size(227, 227)); + resize(centerBias, centerBias, input_size, 0, 0, INTER_CUBIC); featureMaps.push_back(centerBias); return featureMaps; } bool DeepGaze1::computeSaliencyImpl(InputArray image, OutputArray saliencyMap) { - vector featureMaps = featureMapGenerator(image.getMat()); + vector featureMaps = featureMapGenerator(image.getMat(), Size(227, 227)); saliencyMap.assign(softmax(comb(featureMaps, weights))); for(double i : weights) cout << i << ","; cout << endl; return true; } -Mat DeepGaze1::saliencyMapGenerator(Mat input_image) +Mat DeepGaze1::saliencyMapGenerator(Mat input_image, Size input_size) { //raw saliency map generate - vector featureMaps = featureMapGenerator(input_image); + vector featureMaps = featureMapGenerator(input_image, input_size); return softmax(comb(featureMaps, weights)); } Mat DeepGaze1::comb(vector& featureMaps, vector wei) { - Mat res(227, 227, CV_64F, Scalar::all(0.0)); + Mat res(featureMaps[0].rows, featureMaps[0].cols, CV_64F, Scalar::all(0.0)); for(unsigned i = 0; i < featureMaps.size(); i++) { @@ -175,7 +158,7 @@ Mat DeepGaze1::comb(vector& featureMaps, vector wei) temp *= wei[i]; res += temp; } - GaussianBlur(res, res, Size(35, 35), 0, 0); + GaussianBlur(res, res, Size(35, 35), 0, 0, BORDER_CONSTANT); return res; } @@ -244,7 +227,7 @@ double DeepGaze1::loss(vector saliency_sample, vector wei) { res -= log(saliency_sample[i]) / saliency_sample.size(); } - return res + 0.001 * l1 / l2; + return res + 0.001 * l1 / sqrt(l2); } vector DeepGaze1::mapSampler(Mat saliency, vector randIndex) @@ -272,7 +255,7 @@ vector DeepGaze1::evalGrad(vector& featureMaps, vector& r Mat saliency_new = c.clone(); Mat temp(227, 227, CV_64F, Scalar::all(0.0)); temp += 0.0000000001 * featureMaps[i]; - GaussianBlur(temp, temp, Size(35, 35), 0, 0); + GaussianBlur(temp, temp, Size(35, 35), 0, 0, BORDER_CONSTANT); saliency_new += temp; saliency_new = softmax(saliency_new); vector weights_new(wei); @@ -285,9 +268,9 @@ vector DeepGaze1::evalGrad(vector& featureMaps, vector& r return grad; } -void DeepGaze1::training(vector& images, vector& fixMaps) +void DeepGaze1::training(vector& images, vector& fixMaps, Size input_size) { - vector randIndex = batchIndex(images.size(), images.size()); + vector randIndex = batchIndex(images.size(), min(100, (int)images.size())); vector > fixLoc_list; vector > featureMaps_list; vector fixLoc; @@ -298,13 +281,13 @@ void DeepGaze1::training(vector& images, vector& fixMaps) unsigned n = 0; for(unsigned i : randIndex) { - vector featureMaps = featureMapGenerator(images[i]); + vector featureMaps = featureMapGenerator(images[i], input_size); vector fixLoc = fixationLoc(fixMaps[i]); grad = evalGrad(featureMaps, fixLoc, weights); for(unsigned j = 0; j < grad.size(); j++) { vel[j] = 0.9 * vel[j] + grad[j]; - weights[j] -= 0.1 * vel[j] * exp(-0.01 * n); + weights[j] -= 0.01 * vel[j] * exp(-0.01 * n); } n++; double avgGrad = accumulate(grad.begin(), grad.end(), 0.0) / weights.size(); @@ -315,8 +298,8 @@ void DeepGaze1::training(vector& images, vector& fixMaps) double DeepGaze1::computeAUC(InputArray _saliencyMap, InputArray _fixtionMap) { - Mat saliency = _saliencyMap.getMat(); - Mat fixtion = _fixtionMap.getMat(); + Mat saliency = _saliencyMap.getMat().clone(); + Mat fixtion = _fixtionMap.getMat().clone(); if(saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2) { @@ -324,7 +307,7 @@ double DeepGaze1::computeAUC(InputArray _saliencyMap, InputArray _fixtionMap) return -1; } - resize(fixtion, fixtion, Size(saliency.cols, saliency.rows)); + resize(fixtion, fixtion, Size(saliency.cols, saliency.rows), 0, 0, INTER_CUBIC); double mi = 0, ma = 0; minMaxLoc(saliency, &mi, &ma); saliency -= mi; @@ -368,7 +351,7 @@ double DeepGaze1::computeAUC(InputArray _saliencyMap, InputArray _fixtionMap) void DeepGaze1::saliencyMapVisualize(InputArray _saliencyMap) { - Mat saliency = _saliencyMap.getMat(); + Mat saliency = _saliencyMap.getMat().clone(); double mi = 0, ma = 0; minMaxLoc(saliency, &mi, &ma); saliency -= mi; From 6a3260d28c7012e7ac22ed34f5d82229a033802f Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 24 Jun 2017 22:04:06 -0400 Subject: [PATCH 08/44] remove learning rate hard coding --- .../saliency/saliencySpecializedClasses.hpp | 6 +++--- modules/saliency/src/DeepGaze1.cpp | 18 +++++++++--------- 2 files changed, 12 insertions(+), 12 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 3ae2ffe39a3..e7f8a7d934a 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -180,7 +180,7 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency return computeSaliencyImpl(image, saliencyMap); } Mat saliencyMapGenerator(Mat, Size = Size(227, 227)); - void training(std::vector&, std::vector&, Size = Size(227, 227)); + void training(std::vector&, std::vector&, Size = Size(227, 227), double = 0.9, double = 0.01, double = 0.01); double computeAUC(InputArray _saliencyMap, InputArray _fixtionMap); void saliencyMapVisualize(InputArray _saliencyMap); protected: @@ -188,11 +188,11 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency std::vector featureMapGenerator(Mat, Size); static Mat comb(std::vector&, std::vector); static Mat softmax(Mat); - static std::vector evalGrad(std::vector&, std::vector&, std::vector); + static std::vector evalGrad(std::vector&, std::vector&, std::vector, Size); std::vector batchIndex(unsigned, unsigned); static double loss(std::vector, std::vector); static std::vector mapSampler(Mat, std::vector); - std::vector fixationLoc(Mat); + std::vector fixationLoc(Mat, Size); }; diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index f9531e1a274..e61dfff18f1 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -189,10 +189,10 @@ vector DeepGaze1::batchIndex(unsigned total, unsigned batchSize) -vector DeepGaze1::fixationLoc(Mat img) +vector DeepGaze1::fixationLoc(Mat img, Size input_size) { vector randIndex; - resize(img, img, Size(227, 227), 0, 0, INTER_AREA); + resize(img, img, input_size, 0, 0, INTER_AREA); vector fixation; vector > match; fixation.assign(img.datastart, img.dataend); @@ -240,7 +240,7 @@ vector DeepGaze1::mapSampler(Mat saliency, vector randIndex) return saliency_sample; } -vector DeepGaze1::evalGrad(vector& featureMaps, vector& randIndex, vector wei) +vector DeepGaze1::evalGrad(vector& featureMaps, vector& randIndex, vector wei, Size input_size) { vector grad(featureMaps.size(), 0); @@ -253,7 +253,7 @@ vector DeepGaze1::evalGrad(vector& featureMaps, vector& r for(unsigned i = 0; i < wei.size(); i++) { Mat saliency_new = c.clone(); - Mat temp(227, 227, CV_64F, Scalar::all(0.0)); + Mat temp(input_size, CV_64F, Scalar::all(0.0)); temp += 0.0000000001 * featureMaps[i]; GaussianBlur(temp, temp, Size(35, 35), 0, 0, BORDER_CONSTANT); saliency_new += temp; @@ -268,7 +268,7 @@ vector DeepGaze1::evalGrad(vector& featureMaps, vector& r return grad; } -void DeepGaze1::training(vector& images, vector& fixMaps, Size input_size) +void DeepGaze1::training(vector& images, vector& fixMaps, Size input_size, double momentum, double alpha, double decay) { vector randIndex = batchIndex(images.size(), min(100, (int)images.size())); vector > fixLoc_list; @@ -282,12 +282,12 @@ void DeepGaze1::training(vector& images, vector& fixMaps, Size input_s for(unsigned i : randIndex) { vector featureMaps = featureMapGenerator(images[i], input_size); - vector fixLoc = fixationLoc(fixMaps[i]); - grad = evalGrad(featureMaps, fixLoc, weights); + vector fixLoc = fixationLoc(fixMaps[i], input_size); + grad = evalGrad(featureMaps, fixLoc, weights, input_size); for(unsigned j = 0; j < grad.size(); j++) { - vel[j] = 0.9 * vel[j] + grad[j]; - weights[j] -= 0.01 * vel[j] * exp(-0.01 * n); + vel[j] = momentum * vel[j] + grad[j]; + weights[j] -= alpha * vel[j] * exp(-decay * n); } n++; double avgGrad = accumulate(grad.begin(), grad.end(), 0.0) / weights.size(); From ab9c2f1e45638604d4d724c0c607db4dd5d09989 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 24 Jun 2017 22:10:18 -0400 Subject: [PATCH 09/44] remove extra warning --- modules/saliency/src/DeepGaze1.cpp | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index e61dfff18f1..c71681793b3 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -271,8 +271,6 @@ vector DeepGaze1::evalGrad(vector& featureMaps, vector& r void DeepGaze1::training(vector& images, vector& fixMaps, Size input_size, double momentum, double alpha, double decay) { vector randIndex = batchIndex(images.size(), min(100, (int)images.size())); - vector > fixLoc_list; - vector > featureMaps_list; vector fixLoc; vector featureMaps; vector grad; @@ -281,8 +279,8 @@ void DeepGaze1::training(vector& images, vector& fixMaps, Size input_s unsigned n = 0; for(unsigned i : randIndex) { - vector featureMaps = featureMapGenerator(images[i], input_size); - vector fixLoc = fixationLoc(fixMaps[i], input_size); + featureMaps = featureMapGenerator(images[i], input_size); + fixLoc = fixationLoc(fixMaps[i], input_size); grad = evalGrad(featureMaps, fixLoc, weights, input_size); for(unsigned j = 0; j < grad.size(); j++) { From 3cb0dad3c6adc6d12843e8a7c32512de3a5bfa4c Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 24 Jun 2017 22:51:22 -0400 Subject: [PATCH 10/44] virtual destructor and bugs fixed --- .../include/opencv2/saliency/saliencySpecializedClasses.hpp | 1 + modules/saliency/src/DeepGaze1.cpp | 2 ++ 2 files changed, 3 insertions(+) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index e7f8a7d934a..53ec927cbd8 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -169,6 +169,7 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency public: DeepGaze1(); DeepGaze1(std::string, std::string, std::vector, unsigned); + virtual ~DeepGaze1(); CV_WRAP static Ptr create() { return makePtr(); diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index c71681793b3..81d5f84925b 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -89,6 +89,8 @@ DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector sel } } +DeepGaze1::~DeepGaze1(){} + vector DeepGaze1::featureMapGenerator(Mat img, Size input_size) { vector featureMaps; From ac17ab80f96653e51af28d30667ce239a57437bb Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 24 Jun 2017 23:15:15 -0400 Subject: [PATCH 11/44] modify cmake_list --- modules/saliency/CMakeLists.txt | 2 +- modules/saliency/samples/DeepGaze1Sample.cpp | 2 +- modules/saliency/src/DeepGaze1.cpp | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/modules/saliency/CMakeLists.txt b/modules/saliency/CMakeLists.txt index f9bbffc9177..ff1503554dd 100644 --- a/modules/saliency/CMakeLists.txt +++ b/modules/saliency/CMakeLists.txt @@ -4,6 +4,6 @@ endif() set(the_description "Saliency API") -ocv_define_module(saliency opencv_imgproc opencv_features2d WRAP python) +ocv_define_module(saliency opencv_imgproc opencv_features2d opencv_dnn opencv_highgui WRAP python) ocv_warnings_disable(CMAKE_CXX_FLAGS -Woverloaded-virtual) diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index 84563303117..43d6253087e 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -48,7 +48,7 @@ #include #include #include -#include +#include #include #include #include diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 81d5f84925b..a3ba328dc46 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -48,7 +48,7 @@ #include #include #include -#include +#include "precomp.hpp" #include #include #include From 1190d73ff3ddc0613aae8c52124df7149e6804e3 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 24 Jun 2017 23:19:01 -0400 Subject: [PATCH 12/44] cmake_list remove highgui dependency --- modules/saliency/CMakeLists.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/saliency/CMakeLists.txt b/modules/saliency/CMakeLists.txt index ff1503554dd..38709c7a389 100644 --- a/modules/saliency/CMakeLists.txt +++ b/modules/saliency/CMakeLists.txt @@ -4,6 +4,6 @@ endif() set(the_description "Saliency API") -ocv_define_module(saliency opencv_imgproc opencv_features2d opencv_dnn opencv_highgui WRAP python) +ocv_define_module(saliency opencv_imgproc opencv_features2d opencv_dnn WRAP python) ocv_warnings_disable(CMAKE_CXX_FLAGS -Woverloaded-virtual) From 2353eddcb806237a85beccb89b1fbab5daaaebb8 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 24 Jun 2017 23:21:55 -0400 Subject: [PATCH 13/44] replace long license header with shorter one --- modules/saliency/samples/DeepGaze1Sample.cpp | 49 ++------------------ modules/saliency/src/DeepGaze1.cpp | 49 ++------------------ 2 files changed, 6 insertions(+), 92 deletions(-) diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index 43d6253087e..712f1983182 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -1,49 +1,6 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// - // - // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. - // - // By downloading, copying, installing or using the software you agree to this license. - // If you do not agree to this license, do not download, install, - // copy or use the software. - // - // - // License Agreement - // For Open Source Computer Vision Library - // - // Copyright (C) 2014, OpenCV Foundation, all rights reserved. - // Third party copyrights are property of their respective owners. - // - // Redistribution and use in source and binary forms, with or without modification, - // are permitted provided that the following conditions are met: - // - // * Redistribution's of source code must retain the above copyright notice, - // this list of conditions and the following disclaimer. - // - // * Redistribution's in binary form must reproduce the above copyright notice, - // this list of conditions and the following disclaimer in the documentation - // and/or other materials provided with the distribution. - // - // * The name of the copyright holders may not be used to endorse or promote products - // derived from this software without specific prior written permission. - // - // This software is provided by the copyright holders and contributors "as is" and - // any express or implied warranties, including, but not limited to, the implied - // warranties of merchantability and fitness for a particular purpose are disclaimed. - // In no event shall the Intel Corporation or contributors be liable for any direct, - // indirect, incidental, special, exemplary, or consequential damages - // (including, but not limited to, procurement of substitute goods or services; - // loss of use, data, or profits; or business interruption) however caused - // and on any theory of liability, whether in contract, strict liability, - // or tort (including negligence or otherwise) arising in any way out of - // the use of this software, even if advised of the possibility of such damage. - // - //M*/ -/* - * main.cpp - * - * Created on: Jun 1, 2017 - * Author: qsx - */ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. #include #include diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index a3ba328dc46..f3420815d09 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -1,49 +1,6 @@ -/*M/////////////////////////////////////////////////////////////////////////////////////// - // - // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. - // - // By downloading, copying, installing or using the software you agree to this license. - // If you do not agree to this license, do not download, install, - // copy or use the software. - // - // - // License Agreement - // For Open Source Computer Vision Library - // - // Copyright (C) 2014, OpenCV Foundation, all rights reserved. - // Third party copyrights are property of their respective owners. - // - // Redistribution and use in source and binary forms, with or without modification, - // are permitted provided that the following conditions are met: - // - // * Redistribution's of source code must retain the above copyright notice, - // this list of conditions and the following disclaimer. - // - // * Redistribution's in binary form must reproduce the above copyright notice, - // this list of conditions and the following disclaimer in the documentation - // and/or other materials provided with the distribution. - // - // * The name of the copyright holders may not be used to endorse or promote products - // derived from this software without specific prior written permission. - // - // This software is provided by the copyright holders and contributors "as is" and - // any express or implied warranties, including, but not limited to, the implied - // warranties of merchantability and fitness for a particular purpose are disclaimed. - // In no event shall the Intel Corporation or contributors be liable for any direct, - // indirect, incidental, special, exemplary, or consequential damages - // (including, but not limited to, procurement of substitute goods or services; - // loss of use, data, or profits; or business interruption) however caused - // and on any theory of liability, whether in contract, strict liability, - // or tort (including negligence or otherwise) arising in any way out of - // the use of this software, even if advised of the possibility of such damage. - // - //M*/ -/* - * DeepGaze1.cpp - * - * Created on: Jun 1, 2017 - * Author: qsx - */ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. #include #include From d92236bdbdf3af0145be2b3163d5c58a85e90626 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sun, 25 Jun 2017 09:37:11 -0400 Subject: [PATCH 14/44] make compatible with c++98 --- .../saliency/saliencySpecializedClasses.hpp | 2 +- modules/saliency/src/DeepGaze1.cpp | 62 +++++++++---------- 2 files changed, 32 insertions(+), 32 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 53ec927cbd8..a630463bbf9 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -181,7 +181,7 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency return computeSaliencyImpl(image, saliencyMap); } Mat saliencyMapGenerator(Mat, Size = Size(227, 227)); - void training(std::vector&, std::vector&, Size = Size(227, 227), double = 0.9, double = 0.01, double = 0.01); + void training(std::vector&, std::vector&, unsigned = 100, double = 0.9, double = 0.01, double = 0.01, Size = Size(227, 227)); double computeAUC(InputArray _saliencyMap, InputArray _fixtionMap); void saliencyMapVisualize(InputArray _saliencyMap); protected: diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index f3420815d09..9cb4bb8ff4a 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -31,8 +31,9 @@ namespace saliency DeepGaze1::DeepGaze1() { net = dnn::readNetFromCaffe("deploy.prototxt", "bvlc_alexnet.caffemodel"); - layers_names = vector{"conv5"}; - weights = {0.469576,0.475909,0.445926,0.476597,0.505775,0.457083,0.486233,0.460788,0.46106,0.471132,0.461589,0.383889,0.470089,0.461857,0.606081,0.469439,0.473654,0.438096,0.492859,0.483114,0.436092,0.466829,0.44598,0.467684,0.486227,0.476685,0.499284,0.548693,0.494316,0.460175,0.466815,0.456755,0.528414,0.448331,0.494126,0.486524,0.477335,0.44679,0.471165,0.453231,0.477976,0.511486,0.489458,0.433211,0.476518,0.49075,0.456346,0.479566,0.404909,0.517421,0.477067,0.498872,0.238922,0.504733,0.447699,0.435917,0.472379,0.450609,0.482663,0.462184,0.447799,0.464343,0.530619,0.753738,0.46916,0.482865,0.460146,0.489529,0.486235,0.457387,0.460575,0.472095,0.506805,0.469016,0.454105,0.458717,0.449325,0.456058,0.495336,0.471266,0.440256,0.467249,0.453049,0.488131,0.470352,0.487353,0.445176,0.460139,0.45247,0.469445,0.244583,0.169326,0.451571,0.44315,0.477018,0.44736,0.466333,0.547419,0.402816,0.448315,0.467074,0.4921,0.487628,0.479554,0.489416,0.476411,0.42611,0.437581,0.475609,0.484149,0.461617,0.507637,0.478952,0.447884,0.466818,0.437146,0.446821,0.491235,0.529646,0.499436,0.471622,0.451675,0.471276,0.452826,0.450762,0.484006,0.464328,0.585631,0.45568,0.452579,0.518405,0.467232,0.446822,0.39135,0.464697,0.493513,0.494239,0.609592,0.440514,0.550717,0.617017,0.47375,0.456314,0.405965,0.459913,0.410683,0.432651,0.528895,0.604878,0.502048,0.52597,0.461418,0.467602,0.451857,0.47494,0.482889,0.462033,0.466892,0.443192,0.47522,0.440551,0.49915,0.440109,0.46256,0.451269,0.459332,0.42362,0.454785,0.429994,0.486273,0.443259,0.487732,0.466453,0.436671,0.488789,0.428538,0.430395,0.650086,0.459794,0.485563,0.476398,0.448556,0.445961,0.477572,0.461427,0.490713,0.457607,0.475426,0.510739,0.492226,0.471198,0.468778,0.536845,0.463664,0.479667,0.460984,0.459756,0.449138,0.400535,0.481603,0.573033,0.379099,0.452276,0.508623,0.372783,0.474606,0.454702,0.582488,0.472624,0.38901,0.49034,0.471059,0.453068,0.45951,0.452311,0.516473,0.487529,0.52764,0.469588,0.514558,0.481468,0.469013,0.460126,0.504444,0.419805,0.426563,0.478199,0.472796,0.493762,0.493559,0.448286,0.446668,0.411609,0.475216,0.464951,0.486518,0.465692,0.373902,0.473649,0.46263,0.482328,0.483113,0.485923,0.448114,0.500998,0.483336,0.469564,0.489501,0.492358,0.489632,0.469056,0.393911,0.532511,0.469307,0.496896,0.48274,6.00684}; + layers_names.push_back("conv5"); + double tmp[] = {0.469576,0.475909,0.445926,0.476597,0.505775,0.457083,0.486233,0.460788,0.46106,0.471132,0.461589,0.383889,0.470089,0.461857,0.606081,0.469439,0.473654,0.438096,0.492859,0.483114,0.436092,0.466829,0.44598,0.467684,0.486227,0.476685,0.499284,0.548693,0.494316,0.460175,0.466815,0.456755,0.528414,0.448331,0.494126,0.486524,0.477335,0.44679,0.471165,0.453231,0.477976,0.511486,0.489458,0.433211,0.476518,0.49075,0.456346,0.479566,0.404909,0.517421,0.477067,0.498872,0.238922,0.504733,0.447699,0.435917,0.472379,0.450609,0.482663,0.462184,0.447799,0.464343,0.530619,0.753738,0.46916,0.482865,0.460146,0.489529,0.486235,0.457387,0.460575,0.472095,0.506805,0.469016,0.454105,0.458717,0.449325,0.456058,0.495336,0.471266,0.440256,0.467249,0.453049,0.488131,0.470352,0.487353,0.445176,0.460139,0.45247,0.469445,0.244583,0.169326,0.451571,0.44315,0.477018,0.44736,0.466333,0.547419,0.402816,0.448315,0.467074,0.4921,0.487628,0.479554,0.489416,0.476411,0.42611,0.437581,0.475609,0.484149,0.461617,0.507637,0.478952,0.447884,0.466818,0.437146,0.446821,0.491235,0.529646,0.499436,0.471622,0.451675,0.471276,0.452826,0.450762,0.484006,0.464328,0.585631,0.45568,0.452579,0.518405,0.467232,0.446822,0.39135,0.464697,0.493513,0.494239,0.609592,0.440514,0.550717,0.617017,0.47375,0.456314,0.405965,0.459913,0.410683,0.432651,0.528895,0.604878,0.502048,0.52597,0.461418,0.467602,0.451857,0.47494,0.482889,0.462033,0.466892,0.443192,0.47522,0.440551,0.49915,0.440109,0.46256,0.451269,0.459332,0.42362,0.454785,0.429994,0.486273,0.443259,0.487732,0.466453,0.436671,0.488789,0.428538,0.430395,0.650086,0.459794,0.485563,0.476398,0.448556,0.445961,0.477572,0.461427,0.490713,0.457607,0.475426,0.510739,0.492226,0.471198,0.468778,0.536845,0.463664,0.479667,0.460984,0.459756,0.449138,0.400535,0.481603,0.573033,0.379099,0.452276,0.508623,0.372783,0.474606,0.454702,0.582488,0.472624,0.38901,0.49034,0.471059,0.453068,0.45951,0.452311,0.516473,0.487529,0.52764,0.469588,0.514558,0.481468,0.469013,0.460126,0.504444,0.419805,0.426563,0.478199,0.472796,0.493762,0.493559,0.448286,0.446668,0.411609,0.475216,0.464951,0.486518,0.465692,0.373902,0.473649,0.46263,0.482328,0.483113,0.485923,0.448114,0.500998,0.483336,0.469564,0.489501,0.492358,0.489632,0.469056,0.393911,0.532511,0.469307,0.496896,0.48274,6.00684}; + weights = vector(tmp, tmp + 257); } DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers, unsigned n_weights) @@ -40,9 +41,9 @@ DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector sel net = dnn::readNetFromCaffe(net_proto, net_caffemodel); layers_names = selected_layers; weights = vector(n_weights, 0); - for(double& i : weights) + for(unsigned i = 0;i < weights.size();i++) { - i = (double)(rand() % 10) / 10.0; + weights[i] = (double)(rand() % 10) / 10.0; } } @@ -95,7 +96,7 @@ bool DeepGaze1::computeSaliencyImpl(InputArray image, OutputArray saliencyMap) { vector featureMaps = featureMapGenerator(image.getMat(), Size(227, 227)); saliencyMap.assign(softmax(comb(featureMaps, weights))); - for(double i : weights) cout << i << ","; + for(unsigned i = 0;i < weights.size();i++) cout << weights[i] << ","; cout << endl; return true; } @@ -157,11 +158,12 @@ vector DeepGaze1::fixationLoc(Mat img, Size input_size) fixation.assign(img.datastart, img.dataend); for(unsigned i = 0; i < fixation.size(); i++) { - match.push_back({fixation[i], i}); + match.push_back(pair(fixation[i], i)); } - sort(match.begin(), match.end(), [](pair a, pair b) { - return b.first < a.first; - }); + sort(match.begin(), match.end(), greater >()); + //sort(match.begin(), match.end(), [](pair a, pair b) { + // return b.first < a.first; + //}); for(unsigned i = 0 ; ((i < match.size()) && (match[i].first > 0)) ; i++) { randIndex.push_back(match[i].second); @@ -174,13 +176,13 @@ double DeepGaze1::loss(vector saliency_sample, vector wei) { double res = 0, l1 = 0, l2 = 0; - for(double i : wei) + for(unsigned i = 0;i < wei.size();i++) { - l1 += abs(i); + l1 += abs(wei[i]); } - for(double i : wei) + for(unsigned i = 0;i < wei.size();i++) { - l2 += i * i; + l2 += wei[i] * wei[i]; } for(unsigned i = 0; i < saliency_sample.size(); i++) { @@ -227,29 +229,29 @@ vector DeepGaze1::evalGrad(vector& featureMaps, vector& r return grad; } -void DeepGaze1::training(vector& images, vector& fixMaps, Size input_size, double momentum, double alpha, double decay) +void DeepGaze1::training(vector& images, vector& fixMaps, unsigned batch_size, double momentum, double alpha, double decay, Size input_size) { - vector randIndex = batchIndex(images.size(), min(100, (int)images.size())); + vector randIndex = batchIndex(images.size(), min(batch_size, (unsigned)images.size())); vector fixLoc; vector featureMaps; vector grad; vector vel(weights.size(), 0); unsigned n = 0; - for(unsigned i : randIndex) + for(unsigned i = 0;i < randIndex.size();i++) { - featureMaps = featureMapGenerator(images[i], input_size); - fixLoc = fixationLoc(fixMaps[i], input_size); - grad = evalGrad(featureMaps, fixLoc, weights, input_size); - for(unsigned j = 0; j < grad.size(); j++) - { - vel[j] = momentum * vel[j] + grad[j]; - weights[j] -= alpha * vel[j] * exp(-decay * n); - } - n++; - double avgGrad = accumulate(grad.begin(), grad.end(), 0.0) / weights.size(); - double avgWeight = accumulate(weights.begin(), weights.end(), 0.0) / weights.size(); - cout << n << " " << avgGrad << " " << avgWeight << endl; + featureMaps = featureMapGenerator(images[randIndex[i]], input_size); + fixLoc = fixationLoc(fixMaps[randIndex[i]], input_size); + grad = evalGrad(featureMaps, fixLoc, weights, input_size); + for(unsigned j = 0; j < grad.size(); j++) + { + vel[j] = momentum * vel[j] + grad[j]; + weights[j] -= alpha * vel[j] * exp(-decay * n); + } + n++; + double avgGrad = accumulate(grad.begin(), grad.end(), 0.0) / weights.size(); + double avgWeight = accumulate(weights.begin(), weights.end(), 0.0) / weights.size(); + cout << n << " " << avgGrad << " " << avgWeight << endl; } } @@ -277,9 +279,7 @@ double DeepGaze1::computeAUC(InputArray _saliencyMap, InputArray _fixtionMap) if(fixtion.at(i, j) > 0) threshold_list.push_back(saliency.at(i, j)); } } - sort(threshold_list.begin(), threshold_list.end(), [](double a, double b) { - return b < a; - }); + sort(threshold_list.begin(), threshold_list.end(), greater()); vector tp(1, 0), fp(1, 0); for(unsigned i = 0;i < threshold_list.size();i++) From 2476dacb1d52bb82ac5e4a6f78736ae3d4c18083 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sun, 25 Jun 2017 12:51:33 -0400 Subject: [PATCH 15/44] update all local change before rebase --- modules/saliency/src/DeepGaze1.cpp | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 9cb4bb8ff4a..1d5166224bb 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -5,7 +5,7 @@ #include #include #include -#include "precomp.hpp" +#include #include #include #include @@ -59,8 +59,10 @@ vector DeepGaze1::featureMapGenerator(Mat img, Size input_size) resize(img, img, input_size, 0, 0, INTER_AREA);//hard coded Mat inputBlob = blobFromImage(img); //Convert Mat to batch of images - net.setBlob(".data", inputBlob); //set the network input - net.forward(); //compute output + net.setInput(inputBlob, "data"); + net.forward(); + //net.setBlob(".data", inputBlob); //set the network input + //net.forward(); //compute output for(unsigned i = 0; i < layers_names.size(); i++) { Mat blob_set = net.getBlob(layers_names[i]); From 3e0639fd7c580e2d778ee5c61642ee100765894c Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Mon, 26 Jun 2017 15:00:40 -0400 Subject: [PATCH 16/44] Fixes previous mistaken rebase --- .../saliency/saliencySpecializedClasses.hpp | 61 ++- modules/saliency/samples/DeepGaze1Sample.cpp | 78 +-- modules/saliency/src/DeepGaze1.cpp | 482 +++++++++--------- modules/saliency/src/staticSaliency.cpp | 2 +- 4 files changed, 313 insertions(+), 310 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index a630463bbf9..61a62726707 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -154,46 +154,45 @@ class CV_EXPORTS_W StaticSaliencyFineGrained : public StaticSaliency void getIntensity(Mat srcArg, Mat dstArg, Mat dstOnArg, Mat dstOffArg, bool generateOnOff); }; -/** @brief the Deep Gaze 1 Saliency approach from @cite +/** @brief the Deep Gaze 1 Saliency approach from This method use the convolution layers of the pretrained AlexNet, linear combination, center bias and softmax to generate saliency map */ - class CV_EXPORTS_W DeepGaze1 : public StaticSaliency { private: - dnn::Net net; - std::vector layers_names; - std::vector weights; + dnn::Net net; + std::vector layers_names; + std::vector weights; public: - DeepGaze1(); - DeepGaze1(std::string, std::string, std::vector, unsigned); - virtual ~DeepGaze1(); - CV_WRAP static Ptr create() - { - return makePtr(); - } - bool computeSaliency(InputArray image, OutputArray saliencyMap) - { - if(image.empty()) - return false; - return computeSaliencyImpl(image, saliencyMap); - } - Mat saliencyMapGenerator(Mat, Size = Size(227, 227)); - void training(std::vector&, std::vector&, unsigned = 100, double = 0.9, double = 0.01, double = 0.01, Size = Size(227, 227)); - double computeAUC(InputArray _saliencyMap, InputArray _fixtionMap); - void saliencyMapVisualize(InputArray _saliencyMap); + DeepGaze1(); + DeepGaze1( std::string, std::string, std::vector, unsigned ); + virtual ~DeepGaze1(); + CV_WRAP static Ptr create() + { + return makePtr(); + } + CV_WRAP bool computeSaliency( InputArray image, OutputArray saliencyMap ) + { + if( image.empty() ) + return false; + return computeSaliencyImpl( image, saliencyMap ); + } + Mat saliencyMapGenerator( Mat, Size = Size(227, 227) ); + void training( std::vector&, std::vector&, unsigned = 100, double = 0.9, double = 0.01, double = 0.01, Size = Size(227, 227) ); + double computeAUC( InputArray _saliencyMap, InputArray _fixtionMap ); + void saliencyMapVisualize( InputArray _saliencyMap ); protected: - bool computeSaliencyImpl(InputArray image, OutputArray saliencyMap); - std::vector featureMapGenerator(Mat, Size); - static Mat comb(std::vector&, std::vector); - static Mat softmax(Mat); - static std::vector evalGrad(std::vector&, std::vector&, std::vector, Size); - std::vector batchIndex(unsigned, unsigned); - static double loss(std::vector, std::vector); - static std::vector mapSampler(Mat, std::vector); - std::vector fixationLoc(Mat, Size); + bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); + std::vector featureMapGenerator( Mat, Size ); + static Mat comb( std::vector&, std::vector ); + static Mat softmax( Mat ); + static std::vector evalGrad( std::vector&, std::vector&, std::vector, Size ); + std::vector batchIndex( unsigned, unsigned ); + static double loss( std::vector, std::vector ); + static std::vector mapSampler( Mat, std::vector ); + std::vector fixationLoc( Mat, Size ); }; diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index 712f1983182..fd9ad730e99 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -8,57 +8,59 @@ #include #include #include -#include +//#include #include #include using namespace std; using namespace cv; using namespace cv::dnn; +using namespace cv::saliency; /* Find best class for the blob (i. e. class with maximal probability) */ -int main(int argc, char **argv) +int main() { - DeepGaze1 g = DeepGaze1(); - vector images; - vector fixs; + DeepGaze1 g = DeepGaze1(); + vector images; + vector fixs; //Download mit1003 saliency dataset in the working directory //ALLSTIMULI folder store images //ALLFIXATIONMAPS foler store training eye fixation - DIR *dp; - struct dirent *dirp; - if((dp = opendir("ALLSTIMULI")) == NULL) - { - cout << "Can not open dataset directory" << endl; - } - unsigned n = 0; - while((dirp = readdir(dp)) != NULL) - { - if(dirp->d_type != 8) continue; - if((n++) >= 400) break; - string f_name(dirp->d_name); - images.push_back(imread("ALLSTIMULI/" + f_name)); - fixs.push_back(imread("ALLFIXATIONMAPS/" + f_name.substr(0, f_name.find_first_of('.')) + "_fixPts.jpg", 0)); - } +//************ Code only work in linux platform **** +/* DIR *dp; + struct dirent *dirp; + if ( ( dp = opendir( "ALLSTIMULI" ) ) == NULL ) + { + cout << "Can not open dataset directory" << endl; + } + unsigned n = 0; + while ( ( dirp = readdir( dp ) ) != NULL ) + { + if ( dirp->d_type != 8 ) continue; + if ( (n++) >= 400 ) break; + string f_name( dirp->d_name ); + images.push_back( imread( "ALLSTIMULI/" + f_name ) ); + fixs.push_back( imread( "ALLFIXATIONMAPS/" + f_name.substr( 0, f_name.find_first_of('.') ) + "_fixPts.jpg", 0 ) ); + } - g.training(images, fixs); - ofstream file; - Mat res2; - g.computeSaliency(imread("ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"), res2); - log(res2, res2); - resize(res2, res2, Size(1024, 768)); - cout << "AUC = " << g.computeAUC(res2, imread("ALLSTIMULI/i05june05_static_street_boston_p1010764_fixPts.jpeg", 0)) << endl;; - g.saliencyMapVisualize(res2); - file.open("saliency.csv"); - for (int i = 0;i < res2.rows;i++) - { - for (int j=0;j < res2.cols;j++) - { - file << res2.at(i, j) << " "; - } - file << endl; - } - file.close(); + g.training( images, fixs );*/ + ofstream file; + Mat res2; + g.computeSaliency( imread( "ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"), res2 ); + log( res2, res2 ); + resize( res2, res2, Size( 1024, 768 ) ); + cout << "AUC = " << g.computeAUC( res2, imread( "ALLFIXATIONMAPS/i05june05_static_street_boston_p1010764_fixPts.jpeg", 0 ) ) << endl;; + g.saliencyMapVisualize( res2 ); + file.open( "saliency.csv" ); + for ( int i = 0; i < res2.rows; i++) + { + for ( int j=0; j < res2.cols; j++) + { + file << res2.at( i, j ) << " "; + } + file << endl; + } + file.close(); return 0; } //main diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 1d5166224bb..1b1750c5425 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -5,8 +5,9 @@ #include #include #include -#include +#include "precomp.hpp" #include +#include #include #include #include @@ -30,293 +31,294 @@ namespace saliency DeepGaze1::DeepGaze1() { - net = dnn::readNetFromCaffe("deploy.prototxt", "bvlc_alexnet.caffemodel"); - layers_names.push_back("conv5"); - double tmp[] = {0.469576,0.475909,0.445926,0.476597,0.505775,0.457083,0.486233,0.460788,0.46106,0.471132,0.461589,0.383889,0.470089,0.461857,0.606081,0.469439,0.473654,0.438096,0.492859,0.483114,0.436092,0.466829,0.44598,0.467684,0.486227,0.476685,0.499284,0.548693,0.494316,0.460175,0.466815,0.456755,0.528414,0.448331,0.494126,0.486524,0.477335,0.44679,0.471165,0.453231,0.477976,0.511486,0.489458,0.433211,0.476518,0.49075,0.456346,0.479566,0.404909,0.517421,0.477067,0.498872,0.238922,0.504733,0.447699,0.435917,0.472379,0.450609,0.482663,0.462184,0.447799,0.464343,0.530619,0.753738,0.46916,0.482865,0.460146,0.489529,0.486235,0.457387,0.460575,0.472095,0.506805,0.469016,0.454105,0.458717,0.449325,0.456058,0.495336,0.471266,0.440256,0.467249,0.453049,0.488131,0.470352,0.487353,0.445176,0.460139,0.45247,0.469445,0.244583,0.169326,0.451571,0.44315,0.477018,0.44736,0.466333,0.547419,0.402816,0.448315,0.467074,0.4921,0.487628,0.479554,0.489416,0.476411,0.42611,0.437581,0.475609,0.484149,0.461617,0.507637,0.478952,0.447884,0.466818,0.437146,0.446821,0.491235,0.529646,0.499436,0.471622,0.451675,0.471276,0.452826,0.450762,0.484006,0.464328,0.585631,0.45568,0.452579,0.518405,0.467232,0.446822,0.39135,0.464697,0.493513,0.494239,0.609592,0.440514,0.550717,0.617017,0.47375,0.456314,0.405965,0.459913,0.410683,0.432651,0.528895,0.604878,0.502048,0.52597,0.461418,0.467602,0.451857,0.47494,0.482889,0.462033,0.466892,0.443192,0.47522,0.440551,0.49915,0.440109,0.46256,0.451269,0.459332,0.42362,0.454785,0.429994,0.486273,0.443259,0.487732,0.466453,0.436671,0.488789,0.428538,0.430395,0.650086,0.459794,0.485563,0.476398,0.448556,0.445961,0.477572,0.461427,0.490713,0.457607,0.475426,0.510739,0.492226,0.471198,0.468778,0.536845,0.463664,0.479667,0.460984,0.459756,0.449138,0.400535,0.481603,0.573033,0.379099,0.452276,0.508623,0.372783,0.474606,0.454702,0.582488,0.472624,0.38901,0.49034,0.471059,0.453068,0.45951,0.452311,0.516473,0.487529,0.52764,0.469588,0.514558,0.481468,0.469013,0.460126,0.504444,0.419805,0.426563,0.478199,0.472796,0.493762,0.493559,0.448286,0.446668,0.411609,0.475216,0.464951,0.486518,0.465692,0.373902,0.473649,0.46263,0.482328,0.483113,0.485923,0.448114,0.500998,0.483336,0.469564,0.489501,0.492358,0.489632,0.469056,0.393911,0.532511,0.469307,0.496896,0.48274,6.00684}; - weights = vector(tmp, tmp + 257); + net = dnn::readNetFromCaffe( "deploy.prototxt", "bvlc_alexnet.caffemodel" ); + layers_names.push_back("conv5"); + double tmp[] = {0.471836,0.459718,0.457611,0.480085,0.48823,0.462776,0.483445,0.461641,0.483469,0.47846,0.470172,0.383401,0.459975,0.478768,0.576305,0.469454,0.480448,0.435255,0.493571,0.48153,0.441619,0.45436,0.451791,0.476142,0.475955,0.468466,0.479836,0.530578,0.481301,0.454639,0.464725,0.45218,0.502245,0.44709,0.483469,0.500928,0.469562,0.46483,0.453324,0.461538,0.475741,0.480432,0.485595,0.462417,0.495092,0.471557,0.495046,0.459551,0.43668,0.505385,0.478419,0.492535,0.303292,0.475142,0.459992,0.454734,0.466868,0.450649,0.479587,0.434151,0.471309,0.460742,0.49318,0.524707,0.470968,0.478263,0.469935,0.459639,0.490684,0.465349,0.44842,0.481436,0.488862,0.468849,0.492233,0.467677,0.448416,0.474485,0.47684,0.492617,0.455164,0.46794,0.463009,0.47758,0.46629,0.495621,0.464325,0.473217,0.459664,0.478029,0.438637,0.447406,0.438148,0.455966,0.473499,0.473359,0.466213,0.525776,0.434224,0.464641,0.475869,0.501644,0.485892,0.483617,0.47226,0.482615,0.448091,0.460951,0.470457,0.469719,0.474948,0.516341,0.474467,0.429576,0.460061,0.446831,0.429813,0.479859,0.509008,0.504804,0.477351,0.461487,0.445481,0.44935,0.482019,0.469048,0.473205,0.460742,0.474685,0.461985,0.497119,0.464336,0.469783,0.464748,0.477133,0.484101,0.491574,0.591169,0.47327,0.467959,0.479773,0.465179,0.456533,0.42534,0.457655,0.474379,0.482501,0.491678,0.558077,0.473311,0.483722,0.474757,0.46874,0.459033,0.483051,0.475974,0.449861,0.456586,0.462686,0.46992,0.424458,0.492504,0.450006,0.468069,0.450585,0.442672,0.460277,0.460656,0.449303,0.470552,0.433665,0.47603,0.449626,0.471062,0.481555,0.427269,0.424295,0.588326,0.475818,0.484487,0.496265,0.480074,0.45834,0.469174,0.474869,0.49295,0.458737,0.461799,0.487588,0.488148,0.47734,0.480953,0.478616,0.470873,0.456516,0.461151,0.497269,0.449723,0.414189,0.473214,0.47472,0.478068,0.454312,0.485553,0.43564,0.469596,0.450846,0.488699,0.481056,0.419303,0.479696,0.471458,0.456179,0.465579,0.449656,0.459427,0.475431,0.518732,0.45971,0.51276,0.475805,0.467066,0.455423,0.462425,0.468577,0.429871,0.467098,0.467196,0.48245,0.496047,0.439613,0.446267,0.478326,0.463222,0.466251,0.475164,0.460792,0.407577,0.475157,0.465814,0.480478,0.490252,0.485834,0.455555,0.488025,0.472621,0.482393,0.48254,0.500558,0.466278,0.478975,0.423606,0.482795,0.486593,0.488191,0.483121,5.96006}; + weights = vector( tmp, tmp + 257 ); } -DeepGaze1::DeepGaze1(string net_proto, string net_caffemodel, vector selected_layers, unsigned n_weights) +DeepGaze1::DeepGaze1( string net_proto, string net_caffemodel, vector selected_layers, unsigned n_weights ) { - net = dnn::readNetFromCaffe(net_proto, net_caffemodel); - layers_names = selected_layers; - weights = vector(n_weights, 0); - for(unsigned i = 0;i < weights.size();i++) - { - weights[i] = (double)(rand() % 10) / 10.0; - } + net = dnn::readNetFromCaffe( net_proto, net_caffemodel ); + layers_names = selected_layers; + weights = vector( n_weights, 0 ); + for ( unsigned i = 0; i < weights.size(); i++ ) + { + weights[i] = (double)( rand() % 10 ) / 10.0; + } } DeepGaze1::~DeepGaze1(){} -vector DeepGaze1::featureMapGenerator(Mat img, Size input_size) +vector DeepGaze1::featureMapGenerator( Mat img, Size input_size ) { - vector featureMaps; - Mat me(input_size, CV_64F, Scalar::all(0.0)); - Mat std(input_size, CV_64F, Scalar::all(0.0)); - Mat temp(input_size, CV_64F, Scalar::all(0.0)); - - - resize(img, img, input_size, 0, 0, INTER_AREA);//hard coded - Mat inputBlob = blobFromImage(img); //Convert Mat to batch of images - net.setInput(inputBlob, "data"); - net.forward(); - //net.setBlob(".data", inputBlob); //set the network input - //net.forward(); //compute output - for(unsigned i = 0; i < layers_names.size(); i++) - { - Mat blob_set = net.getBlob(layers_names[i]); - for(int j = 0; j < blob_set.size[1]; j++) - { - Mat m, s, blob = Mat(blob_set.size[2], blob_set.size[3], CV_64F, blob_set.ptr(0, j)).clone(); - resize(blob, blob, input_size, 0, 0, INTER_CUBIC); - featureMaps.push_back(blob); - } - } - for (unsigned i = 0; i < featureMaps.size(); i++) - { - me += (featureMaps[i] / (double)featureMaps.size()); - } - for (unsigned i = 0; i < featureMaps.size(); i++) - { - pow(featureMaps[i] - me, 2, temp); - std += (temp / (double)featureMaps.size()); - } - pow(std, 0.5, std); - for (unsigned i = 0; i < featureMaps.size(); i++) - { - featureMaps[i] -= me; - divide(featureMaps[i], std, featureMaps[i]); - } - Mat centerBias = (Mat_(15, 15) << 0.136605132339619,0.254911885194451,0.354975848201554,0.432118422919642,0.492788960570534,0.537169372900984,0.559893362856313,0.570408994503682,0.558327108322080,0.529592014101891,0.483151700229565,0.421134751334104,0.339516463333039,0.240333898610746,0.119040524151926,0.255057036816424,0.373463164527964,0.471695245848319,0.548331995771048,0.610621682003216,0.652904303445073,0.678084927709815,0.686289988540627,0.675100404076781,0.648787013529810,0.601363163606808,0.539724655027488,0.457897183544702,0.359051684872921,0.237121060715778,0.354996162889476,0.471574664262948,0.569824563418442,0.647926075225057,0.710453524703313,0.751807537518647,0.777982678740224,0.785604558552769,0.773105643206983,0.747143093637550,0.700960041197720,0.637036644172802,0.555488832006236,0.456278688906414,0.336404833368141,0.432114886533253,0.548519754764192,0.647919735424171,0.726252091271344,0.787633820027685,0.830453686804553,0.855159388723024,0.864261146191168,0.851130919200443,0.823782075450280,0.777941301454146,0.714197202377273,0.632042767206447,0.533375632722201,0.413459898633110,0.492846224526104,0.610458063998438,0.710273041291813,0.787934734560166,0.848818377335713,0.892669644305876,0.915962511030596,0.925983774442787,0.914078884852605,0.886340426175551,0.838921069614458,0.776522338759063,0.694910735314247,0.595717337417090,0.474404562107594,0.537258377108661,0.652654274132924,0.751668431422994,0.830557252057301,0.892264877678679,0.934387776714834,0.960294475640559,0.968153776825753,0.957118891968944,0.930719438034762,0.882668936995775,0.818004698514852,0.736335421611659,0.637250235468980,0.518321616011027,0.559912410908083,0.678060440904210,0.778035916610351,0.855337573494623,0.916090961317328,0.960268532575822,0.983151329506359,0.993265865328518,0.981393158586731,0.953452714649956,0.906806535966130,0.844266579567292,0.762471436321223,0.663436280862256,0.542292468493236,0.570471859736804,0.686367557103361,0.785571470982568,0.863984557875191,0.925787582513478,0.968184312606637,0.993160551514547,1.00071969560062,0.990820131015439,0.963788669203278,0.916062100871062,0.851941275823728,0.770061877665113,0.671049079061439,0.551460475500773,0.558354004396870,0.675218828625687,0.773141022132423,0.851023228938218,0.914111180726610,0.957097877210958,0.981435236380489,0.990830375805955,0.979069435484073,0.951285941586670,0.904001536547754,0.841050003441305,0.759279958742245,0.660299547838899,0.539966072338975,0.529794530767286,0.648426268685882,0.747085236556856,0.823784188854240,0.886061506412046,0.930850736147926,0.953129788839557,0.963752221613668,0.951512839210700,0.924189623933934,0.877773421560175,0.814688659956347,0.733050627339970,0.633967523008819,0.512144357629488,0.483094193799984,0.601317535642541,0.700936072455337,0.778084086878178,0.839052826457435,0.882842688790194,0.906345815545706,0.916276056981117,0.904027650739533,0.877827433807473,0.831763094963022,0.767578814024913,0.685653480474771,0.586759596897176,0.465090771371211,0.421344630481700,0.539705161668206,0.637059989497880,0.714213691485248,0.776688317470029,0.818187784047592,0.844251497483870,0.851844570961231,0.841044566248117,0.814778195034621,0.767546270221294,0.705699445037065,0.623983961385159,0.525082406012993,0.403548799412053,0.339352953813616,0.458020160692771,0.555130309401582,0.632633247554868,0.694581915649390,0.736338072460011,0.762425604772228,0.770108192322197,0.759369952472952,0.732901801094476,0.685633947666787,0.623974569677122,0.542296497992531,0.443313473703102,0.321653790809172,0.240452590442239,0.358845767555164,0.456323501276454,0.533311273531990,0.595861650031113,0.637378281509690,0.663434282045727,0.670883353894946,0.660356369332519,0.633940197197224,0.586949913320820,0.525019901253340,0.443239391952182,0.341581133756428,0.221496442250004,0.118883254021697,0.237092401238019,0.336442576365934,0.413042016689593,0.474758090922195,0.518099556977193,0.541973522382581,0.551465525482662,0.539575142928788,0.512205675560351,0.465197135656097,0.403297133574821,0.321504846482331,0.221359680451730,0.100335071938095); - resize(centerBias, centerBias, input_size, 0, 0, INTER_CUBIC); - featureMaps.push_back(centerBias); - return featureMaps; + vector featureMaps; + Mat me(input_size, CV_64F, Scalar::all(0.0)); + Mat std(input_size, CV_64F, Scalar::all(0.0)); + Mat temp(input_size, CV_64F, Scalar::all(0.0)); + + + resize( img, img, input_size, 0, 0, INTER_AREA );//hard coded + Mat inputBlob = blobFromImage( img ); //Convert Mat to batch of images + net.setInput( inputBlob, "data" ); + //net.forward(); + //net.setBlob(".data", inputBlob); //set the network input + //net.forward(); //compute output + for ( unsigned i = 0; i < layers_names.size(); i++ ) + { + //Mat blob_set = net.getBlob(layers_names[i]); + Mat blob_set = net.forward( layers_names[i] ); + for ( int j = 0; j < blob_set.size[1]; j++ ) + { + Mat m, s, blob = Mat( blob_set.size[2], blob_set.size[3], CV_64F, blob_set.ptr(0, j) ).clone(); + resize( blob, blob, input_size, 0, 0, INTER_CUBIC ); + featureMaps.push_back( blob ); + } + } + for ( unsigned i = 0; i < featureMaps.size(); i++ ) + { + me += ( featureMaps[i] / (double)featureMaps.size() ); + } + for ( unsigned i = 0; i < featureMaps.size(); i++ ) + { + pow( featureMaps[i] - me, 2, temp ); + std += (temp / (double)featureMaps.size()); + } + pow( std, 0.5, std ); + for ( unsigned i = 0; i < featureMaps.size(); i++ ) + { + featureMaps[i] -= me; + divide( featureMaps[i], std, featureMaps[i] ); + } + Mat centerBias = ( Mat_(15, 15) << 0.136605132339619,0.254911885194451,0.354975848201554,0.432118422919642,0.492788960570534,0.537169372900984,0.559893362856313,0.570408994503682,0.558327108322080,0.529592014101891,0.483151700229565,0.421134751334104,0.339516463333039,0.240333898610746,0.119040524151926,0.255057036816424,0.373463164527964,0.471695245848319,0.548331995771048,0.610621682003216,0.652904303445073,0.678084927709815,0.686289988540627,0.675100404076781,0.648787013529810,0.601363163606808,0.539724655027488,0.457897183544702,0.359051684872921,0.237121060715778,0.354996162889476,0.471574664262948,0.569824563418442,0.647926075225057,0.710453524703313,0.751807537518647,0.777982678740224,0.785604558552769,0.773105643206983,0.747143093637550,0.700960041197720,0.637036644172802,0.555488832006236,0.456278688906414,0.336404833368141,0.432114886533253,0.548519754764192,0.647919735424171,0.726252091271344,0.787633820027685,0.830453686804553,0.855159388723024,0.864261146191168,0.851130919200443,0.823782075450280,0.777941301454146,0.714197202377273,0.632042767206447,0.533375632722201,0.413459898633110,0.492846224526104,0.610458063998438,0.710273041291813,0.787934734560166,0.848818377335713,0.892669644305876,0.915962511030596,0.925983774442787,0.914078884852605,0.886340426175551,0.838921069614458,0.776522338759063,0.694910735314247,0.595717337417090,0.474404562107594,0.537258377108661,0.652654274132924,0.751668431422994,0.830557252057301,0.892264877678679,0.934387776714834,0.960294475640559,0.968153776825753,0.957118891968944,0.930719438034762,0.882668936995775,0.818004698514852,0.736335421611659,0.637250235468980,0.518321616011027,0.559912410908083,0.678060440904210,0.778035916610351,0.855337573494623,0.916090961317328,0.960268532575822,0.983151329506359,0.993265865328518,0.981393158586731,0.953452714649956,0.906806535966130,0.844266579567292,0.762471436321223,0.663436280862256,0.542292468493236,0.570471859736804,0.686367557103361,0.785571470982568,0.863984557875191,0.925787582513478,0.968184312606637,0.993160551514547,1.00071969560062,0.990820131015439,0.963788669203278,0.916062100871062,0.851941275823728,0.770061877665113,0.671049079061439,0.551460475500773,0.558354004396870,0.675218828625687,0.773141022132423,0.851023228938218,0.914111180726610,0.957097877210958,0.981435236380489,0.990830375805955,0.979069435484073,0.951285941586670,0.904001536547754,0.841050003441305,0.759279958742245,0.660299547838899,0.539966072338975,0.529794530767286,0.648426268685882,0.747085236556856,0.823784188854240,0.886061506412046,0.930850736147926,0.953129788839557,0.963752221613668,0.951512839210700,0.924189623933934,0.877773421560175,0.814688659956347,0.733050627339970,0.633967523008819,0.512144357629488,0.483094193799984,0.601317535642541,0.700936072455337,0.778084086878178,0.839052826457435,0.882842688790194,0.906345815545706,0.916276056981117,0.904027650739533,0.877827433807473,0.831763094963022,0.767578814024913,0.685653480474771,0.586759596897176,0.465090771371211,0.421344630481700,0.539705161668206,0.637059989497880,0.714213691485248,0.776688317470029,0.818187784047592,0.844251497483870,0.851844570961231,0.841044566248117,0.814778195034621,0.767546270221294,0.705699445037065,0.623983961385159,0.525082406012993,0.403548799412053,0.339352953813616,0.458020160692771,0.555130309401582,0.632633247554868,0.694581915649390,0.736338072460011,0.762425604772228,0.770108192322197,0.759369952472952,0.732901801094476,0.685633947666787,0.623974569677122,0.542296497992531,0.443313473703102,0.321653790809172,0.240452590442239,0.358845767555164,0.456323501276454,0.533311273531990,0.595861650031113,0.637378281509690,0.663434282045727,0.670883353894946,0.660356369332519,0.633940197197224,0.586949913320820,0.525019901253340,0.443239391952182,0.341581133756428,0.221496442250004,0.118883254021697,0.237092401238019,0.336442576365934,0.413042016689593,0.474758090922195,0.518099556977193,0.541973522382581,0.551465525482662,0.539575142928788,0.512205675560351,0.465197135656097,0.403297133574821,0.321504846482331,0.221359680451730,0.100335071938095); + resize( centerBias, centerBias, input_size, 0, 0, INTER_CUBIC ); + featureMaps.push_back( centerBias ); + return featureMaps; } -bool DeepGaze1::computeSaliencyImpl(InputArray image, OutputArray saliencyMap) +bool DeepGaze1::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) { - vector featureMaps = featureMapGenerator(image.getMat(), Size(227, 227)); - saliencyMap.assign(softmax(comb(featureMaps, weights))); - for(unsigned i = 0;i < weights.size();i++) cout << weights[i] << ","; - cout << endl; - return true; + vector featureMaps = featureMapGenerator( image.getMat(), Size(227, 227) ); + saliencyMap.assign( softmax( comb( featureMaps, weights ) ) ); + for ( unsigned i = 0; i < weights.size(); i++ ) cout << weights[i] << ","; + cout << endl; + return true; } -Mat DeepGaze1::saliencyMapGenerator(Mat input_image, Size input_size) +Mat DeepGaze1::saliencyMapGenerator( Mat input_image, Size input_size ) { //raw saliency map generate - vector featureMaps = featureMapGenerator(input_image, input_size); - return softmax(comb(featureMaps, weights)); + vector featureMaps = featureMapGenerator( input_image, input_size ); + return softmax( comb( featureMaps, weights ) ); } -Mat DeepGaze1::comb(vector& featureMaps, vector wei) +Mat DeepGaze1::comb( vector& featureMaps, vector wei ) { - Mat res(featureMaps[0].rows, featureMaps[0].cols, CV_64F, Scalar::all(0.0)); - - for(unsigned i = 0; i < featureMaps.size(); i++) - { - Mat temp = featureMaps[i].clone(); - temp *= wei[i]; - res += temp; - } - GaussianBlur(res, res, Size(35, 35), 0, 0, BORDER_CONSTANT); - return res; + Mat res( featureMaps[0].rows, featureMaps[0].cols, CV_64F, Scalar::all(0.0) ); + + for ( unsigned i = 0; i < featureMaps.size(); i++ ) + { + Mat temp = featureMaps[i].clone(); + temp *= wei[i]; + res += temp; + } + GaussianBlur( res, res, Size(35, 35), 0, 0, BORDER_CONSTANT ); + return res; } -Mat DeepGaze1::softmax(Mat res) +Mat DeepGaze1::softmax( Mat res ) { - exp(res, res); - double temp = sum(res).val[0]; - res = res / temp; + exp(res, res); + double temp = sum(res).val[0]; + res = res / temp; - return res; + return res; } -vector DeepGaze1::batchIndex(unsigned total, unsigned batchSize) +vector DeepGaze1::batchIndex( unsigned total, unsigned batchSize ) { - srand(0); - vector allIndex(total, 0); - - for(unsigned i = 0; i < total; i++) - { - allIndex[i] = i; - } - for(int i = batchSize - 1; i >= 0; i--) - { - swap(allIndex[i], allIndex[rand() % total]); - } - return vector(allIndex.begin(), allIndex.begin() + batchSize); + srand(0); + vector allIndex(total, 0); + + for ( unsigned i = 0; i < total; i++ ) + { + allIndex[i] = i; + } + for ( int i = batchSize - 1; i >= 0; i-- ) + { + swap(allIndex[i], allIndex[rand() % total]); + } + return vector( allIndex.begin(), allIndex.begin() + batchSize ); } -vector DeepGaze1::fixationLoc(Mat img, Size input_size) +vector DeepGaze1::fixationLoc( Mat img, Size input_size ) { - vector randIndex; - resize(img, img, input_size, 0, 0, INTER_AREA); - vector fixation; - vector > match; - fixation.assign(img.datastart, img.dataend); - for(unsigned i = 0; i < fixation.size(); i++) - { - match.push_back(pair(fixation[i], i)); - } - sort(match.begin(), match.end(), greater >()); - //sort(match.begin(), match.end(), [](pair a, pair b) { - // return b.first < a.first; - //}); - for(unsigned i = 0 ; ((i < match.size()) && (match[i].first > 0)) ; i++) - { - randIndex.push_back(match[i].second); - } - img.release(); - return randIndex; + vector randIndex; + resize( img, img, input_size, 0, 0, INTER_AREA ); + vector fixation; + vector > match; + fixation.assign(img.datastart, img.dataend); + for ( unsigned i = 0; i < fixation.size(); i++ ) + { + match.push_back( pair(fixation[i], i)); + } + sort( match.begin(), match.end(), greater >() ); + //sort(match.begin(), match.end(), [](pair a, pair b) { + // return b.first < a.first; + //}); + for ( unsigned i = 0 ; ((i < match.size()) && (match[i].first > 0)) ; i++ ) + { + randIndex.push_back( match[i].second ); + } + img.release(); + return randIndex; } -double DeepGaze1::loss(vector saliency_sample, vector wei) +double DeepGaze1::loss( vector saliency_sample, vector wei ) { - double res = 0, l1 = 0, l2 = 0; - - for(unsigned i = 0;i < wei.size();i++) - { - l1 += abs(wei[i]); - } - for(unsigned i = 0;i < wei.size();i++) - { - l2 += wei[i] * wei[i]; - } - for(unsigned i = 0; i < saliency_sample.size(); i++) - { - res -= log(saliency_sample[i]) / saliency_sample.size(); - } - return res + 0.001 * l1 / sqrt(l2); + double res = 0, l1 = 0, l2 = 0; + + for ( unsigned i = 0;i < wei.size();i++ ) + { + l1 += abs(wei[i]); + } + for ( unsigned i = 0;i < wei.size();i++ ) + { + l2 += wei[i] * wei[i]; + } + for ( unsigned i = 0; i < saliency_sample.size(); i++ ) + { + res -= log( saliency_sample[i] ) / saliency_sample.size(); + } + return res + 0.001 * l1 / sqrt(l2); } -vector DeepGaze1::mapSampler(Mat saliency, vector randIndex) +vector DeepGaze1::mapSampler( Mat saliency, vector randIndex ) { - vector saliency_sample; - for(unsigned i = 0 ; i < randIndex.size() ; i++) - { - saliency_sample.push_back(saliency.at(randIndex[i] / saliency.size[1], randIndex[i] % saliency.size[1])); - } - return saliency_sample; + vector saliency_sample; + for ( unsigned i = 0 ; i < randIndex.size() ; i++ ) + { + saliency_sample.push_back( saliency.at( randIndex[i] / saliency.size[1], randIndex[i] % saliency.size[1] ) ); + } + return saliency_sample; } -vector DeepGaze1::evalGrad(vector& featureMaps, vector& randIndex, vector wei, Size input_size) +vector DeepGaze1::evalGrad( vector& featureMaps, vector& randIndex, vector wei, Size input_size ) { - vector grad(featureMaps.size(), 0); - - Mat c = comb(featureMaps, wei); - Mat saliency_old = c.clone(); - saliency_old = softmax(saliency_old); - vector tt_old = mapSampler(saliency_old, randIndex); - double loss_old = 0; - loss_old = loss(tt_old, wei); - for(unsigned i = 0; i < wei.size(); i++) - { - Mat saliency_new = c.clone(); - Mat temp(input_size, CV_64F, Scalar::all(0.0)); - temp += 0.0000000001 * featureMaps[i]; - GaussianBlur(temp, temp, Size(35, 35), 0, 0, BORDER_CONSTANT); - saliency_new += temp; - saliency_new = softmax(saliency_new); - vector weights_new(wei); - weights_new[i] += 0.0000000001; - double loss_new = 0; - vector tt = mapSampler(saliency_new, randIndex); - loss_new = loss(tt, weights_new); - grad[i] = (loss_new - loss_old) / 0.0000000001; - } - return grad; + vector grad( featureMaps.size(), 0 ); + + Mat c = comb( featureMaps, wei ); + Mat saliency_old = c.clone(); + saliency_old = softmax( saliency_old ); + vector tt_old = mapSampler( saliency_old, randIndex ); + double loss_old = 0; + loss_old = loss( tt_old, wei ); + for ( unsigned i = 0; i < wei.size(); i++ ) + { + Mat saliency_new = c.clone(); + Mat temp( input_size, CV_64F, Scalar::all(0.0) ); + temp += 0.0000000001 * featureMaps[i]; + GaussianBlur( temp, temp, Size(35, 35), 0, 0, BORDER_CONSTANT ); + saliency_new += temp; + saliency_new = softmax( saliency_new ); + vector weights_new( wei ); + weights_new[i] += 0.0000000001; + double loss_new = 0; + vector tt = mapSampler( saliency_new, randIndex ); + loss_new = loss( tt, weights_new ); + grad[i] = ( loss_new - loss_old ) / 0.0000000001; + } + return grad; } -void DeepGaze1::training(vector& images, vector& fixMaps, unsigned batch_size, double momentum, double alpha, double decay, Size input_size) +void DeepGaze1::training( vector& images, vector& fixMaps, unsigned batch_size, double momentum, double alpha, double decay, Size input_size ) { - vector randIndex = batchIndex(images.size(), min(batch_size, (unsigned)images.size())); - vector fixLoc; - vector featureMaps; - vector grad; - vector vel(weights.size(), 0); - - unsigned n = 0; - for(unsigned i = 0;i < randIndex.size();i++) - { - featureMaps = featureMapGenerator(images[randIndex[i]], input_size); - fixLoc = fixationLoc(fixMaps[randIndex[i]], input_size); - grad = evalGrad(featureMaps, fixLoc, weights, input_size); - for(unsigned j = 0; j < grad.size(); j++) - { - vel[j] = momentum * vel[j] + grad[j]; - weights[j] -= alpha * vel[j] * exp(-decay * n); - } - n++; - double avgGrad = accumulate(grad.begin(), grad.end(), 0.0) / weights.size(); - double avgWeight = accumulate(weights.begin(), weights.end(), 0.0) / weights.size(); - cout << n << " " << avgGrad << " " << avgWeight << endl; - } + vector randIndex = batchIndex( (unsigned)images.size(), min( batch_size, (unsigned)images.size() ) ); + vector fixLoc; + vector featureMaps; + vector grad; + vector vel(weights.size(), 0); + + unsigned n = 0; + for ( unsigned i = 0; i < randIndex.size(); i++ ) + { + featureMaps = featureMapGenerator( images[randIndex[i]], input_size ); + fixLoc = fixationLoc( fixMaps[randIndex[i]], input_size ); + grad = evalGrad( featureMaps, fixLoc, weights, input_size ); + for ( unsigned j = 0; j < grad.size(); j++ ) + { + vel[j] = momentum * vel[j] + grad[j]; + weights[j] -= alpha * vel[j] * exp(-decay * n); + } + n++; + double avgGrad = accumulate( grad.begin(), grad.end(), 0.0 ) / weights.size(); + double avgWeight = accumulate( weights.begin(), weights.end(), 0.0 ) / weights.size(); + cout << n << " " << avgGrad << " " << avgWeight << endl; + } } -double DeepGaze1::computeAUC(InputArray _saliencyMap, InputArray _fixtionMap) +double DeepGaze1::computeAUC( InputArray _saliencyMap, InputArray _fixtionMap ) { - Mat saliency = _saliencyMap.getMat().clone(); - Mat fixtion = _fixtionMap.getMat().clone(); - - if(saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2) - { - cout << "saliency map and fixtion map must be 1 channel and have same size" << endl; - return -1; - } - - resize(fixtion, fixtion, Size(saliency.cols, saliency.rows), 0, 0, INTER_CUBIC); - double mi = 0, ma = 0; - minMaxLoc(saliency, &mi, &ma); - saliency -= mi; - saliency /= (ma - mi); - vector threshold_list; - for(int i = 0;i < saliency.rows;i++) - { - for(int j = 0;j < saliency.cols;j++) - { - if(fixtion.at(i, j) > 0) threshold_list.push_back(saliency.at(i, j)); - } - } - sort(threshold_list.begin(), threshold_list.end(), greater()); - - vector tp(1, 0), fp(1, 0); - for(unsigned i = 0;i < threshold_list.size();i++) - { - unsigned aboveth = 0; - for(int m = 0;m < saliency.rows;m++) - { - for(int n = 0;n < saliency.cols;n++) - { - if(saliency.at(m, n) >= threshold_list[i]) aboveth++; - } - } - tp.push_back((i + 1.0) / (double)threshold_list.size()); - fp.push_back((aboveth - i - 1.0) / (double)(saliency.rows * saliency.cols - threshold_list.size())); - } - tp.push_back(1); - fp.push_back(1); - double auc = 0; - for(unsigned i = 1;i < tp.size();i++) - { - auc += (tp[i - 1] + tp[i]) * (fp[i] - fp[i - 1]) / 2; - } - - return auc; + Mat saliency = _saliencyMap.getMat().clone(); + Mat fixtion = _fixtionMap.getMat().clone(); + + if ( saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2 ) + { + cout << "saliency map and fixtion map must be 1 channel and have same size" << endl; + return -1; + } + + resize ( fixtion, fixtion, Size(saliency.cols, saliency.rows), 0, 0, INTER_CUBIC ); + double mi = 0, ma = 0; + minMaxLoc( saliency, &mi, &ma ); + saliency -= mi; + saliency /= ( ma - mi ); + vector threshold_list; + for ( int i = 0; i < saliency.rows; i++ ) + { + for ( int j = 0; j < saliency.cols; j++ ) + { + if ( fixtion.at(i, j) > 0 ) threshold_list.push_back( saliency.at(i, j) ); + } + } + sort( threshold_list.begin(), threshold_list.end(), greater() ); + + vector tp(1, 0), fp(1, 0); + for ( unsigned i = 0; i < threshold_list.size(); i++ ) + { + unsigned aboveth = 0; + for ( int m = 0; m < saliency.rows; m++ ) + { + for ( int n = 0; n < saliency.cols; n++ ) + { + if ( saliency.at(m, n) >= threshold_list[i] ) aboveth++; + } + } + tp.push_back( (i + 1.0) / (double)threshold_list.size() ); + fp.push_back( (aboveth - i - 1.0) / (double)(saliency.rows * saliency.cols - threshold_list.size()) ); + } + tp.push_back(1); + fp.push_back(1); + double auc = 0; + for ( unsigned i = 1; i < tp.size(); i++ ) + { + auc += (tp[i - 1] + tp[i]) * (fp[i] - fp[i - 1]) / 2; + } + + return auc; } -void DeepGaze1::saliencyMapVisualize(InputArray _saliencyMap) +void DeepGaze1::saliencyMapVisualize( InputArray _saliencyMap ) { - Mat saliency = _saliencyMap.getMat().clone(); - double mi = 0, ma = 0; - minMaxLoc(saliency, &mi, &ma); - saliency -= mi; - saliency /= (ma - mi); - imshow("saliencyVisual", saliency); - waitKey(0); + Mat saliency = _saliencyMap.getMat().clone(); + double mi = 0, ma = 0; + minMaxLoc( saliency, &mi, &ma ); + saliency -= mi; + saliency /= ( ma - mi ); + imshow( "saliencyVisual", saliency ); + waitKey( 0 ); } } } diff --git a/modules/saliency/src/staticSaliency.cpp b/modules/saliency/src/staticSaliency.cpp index ac6a3516a81..8843a3f893f 100644 --- a/modules/saliency/src/staticSaliency.cpp +++ b/modules/saliency/src/staticSaliency.cpp @@ -53,7 +53,7 @@ namespace saliency * StaticSaliency */ - + bool StaticSaliency::computeBinaryMap( InputArray _saliencyMap, OutputArray _binaryMap ) { Mat saliencyMap = _saliencyMap.getMat(); From c6756c0e1c4a895dd072384bc9cb8dc27780569c Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Mon, 26 Jun 2017 15:04:43 -0400 Subject: [PATCH 17/44] redo first pull request --- .../include/opencv2/saliency/saliencySpecializedClasses.hpp | 2 +- modules/saliency/src/DeepGaze1.cpp | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 61a62726707..34eccdff6b3 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -180,7 +180,7 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency return computeSaliencyImpl( image, saliencyMap ); } Mat saliencyMapGenerator( Mat, Size = Size(227, 227) ); - void training( std::vector&, std::vector&, unsigned = 100, double = 0.9, double = 0.01, double = 0.01, Size = Size(227, 227) ); + void training( std::vector&, std::vector&, int = 1, unsigned = 100, double = 0.9, double = 0.01, double = 0.01, Size = Size(227, 227) ); double computeAUC( InputArray _saliencyMap, InputArray _fixtionMap ); void saliencyMapVisualize( InputArray _saliencyMap ); protected: diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 1b1750c5425..85ab122ad78 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -267,6 +267,7 @@ double DeepGaze1::computeAUC( InputArray _saliencyMap, InputArray _fixtionMap ) if ( saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2 ) { cout << "saliency map and fixtion map must be 1 channel and have same size" << endl; + CV_ return -1; } From cb25e49ff0af18d4e090475d1fda6b22dae58392 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Mon, 26 Jun 2017 16:03:20 -0400 Subject: [PATCH 18/44] add setting iteration number option to training --- modules/saliency/src/DeepGaze1.cpp | 28 ++++++++++++++++------------ 1 file changed, 16 insertions(+), 12 deletions(-) diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 85ab122ad78..cae12823ee1 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -233,7 +233,7 @@ vector DeepGaze1::evalGrad( vector& featureMaps, vector& return grad; } -void DeepGaze1::training( vector& images, vector& fixMaps, unsigned batch_size, double momentum, double alpha, double decay, Size input_size ) +void DeepGaze1::training( vector& images, vector& fixMaps, int iteration, unsigned batch_size, double momentum, double alpha, double decay, Size input_size ) { vector randIndex = batchIndex( (unsigned)images.size(), min( batch_size, (unsigned)images.size() ) ); vector fixLoc; @@ -242,20 +242,24 @@ void DeepGaze1::training( vector& images, vector& fixMaps, unsigned ba vector vel(weights.size(), 0); unsigned n = 0; - for ( unsigned i = 0; i < randIndex.size(); i++ ) + while ( iteration > 0 ) { - featureMaps = featureMapGenerator( images[randIndex[i]], input_size ); - fixLoc = fixationLoc( fixMaps[randIndex[i]], input_size ); - grad = evalGrad( featureMaps, fixLoc, weights, input_size ); - for ( unsigned j = 0; j < grad.size(); j++ ) + for ( unsigned i = 0; i < randIndex.size(); i++ ) { - vel[j] = momentum * vel[j] + grad[j]; - weights[j] -= alpha * vel[j] * exp(-decay * n); + featureMaps = featureMapGenerator( images[randIndex[i]], input_size ); + fixLoc = fixationLoc( fixMaps[randIndex[i]], input_size ); + grad = evalGrad( featureMaps, fixLoc, weights, input_size ); + for ( unsigned j = 0; j < grad.size(); j++ ) + { + vel[j] = momentum * vel[j] + grad[j]; + weights[j] -= alpha * vel[j] * exp(-decay * n); + } + n++; + double avgGrad = accumulate( grad.begin(), grad.end(), 0.0 ) / weights.size(); + double avgWeight = accumulate( weights.begin(), weights.end(), 0.0 ) / weights.size(); + cout << n << " " << avgGrad << " " << avgWeight << endl; } - n++; - double avgGrad = accumulate( grad.begin(), grad.end(), 0.0 ) / weights.size(); - double avgWeight = accumulate( weights.begin(), weights.end(), 0.0 ) / weights.size(); - cout << n << " " << avgGrad << " " << avgWeight << endl; + iteration--; } } From d6a2ea50078b1cf36e81056e54b8592dab900563 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Mon, 26 Jun 2017 16:41:23 -0400 Subject: [PATCH 19/44] fix bugs --- modules/saliency/src/DeepGaze1.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index cae12823ee1..8a2f9b9ef84 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -271,7 +271,7 @@ double DeepGaze1::computeAUC( InputArray _saliencyMap, InputArray _fixtionMap ) if ( saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2 ) { cout << "saliency map and fixtion map must be 1 channel and have same size" << endl; - CV_ + CV_Assert( saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2 ); return -1; } From 14b218f218171c777da8e1322dfbe39058690237 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Tue, 27 Jun 2017 23:09:57 -0400 Subject: [PATCH 20/44] add MIT1003 dataset connector --- .../opencv2/datasets/saliency_mit1003.hpp | 48 +++++++++++ .../samples/saliency_mit1003Sample.cpp | 29 +++++++ modules/datasets/src/saliency_mit1003.cpp | 83 +++++++++++++++++++ modules/saliency/samples/DeepGaze1Sample.cpp | 32 +++---- modules/saliency/src/DeepGaze1.cpp | 5 +- 5 files changed, 176 insertions(+), 21 deletions(-) create mode 100644 modules/datasets/include/opencv2/datasets/saliency_mit1003.hpp create mode 100644 modules/datasets/samples/saliency_mit1003Sample.cpp create mode 100644 modules/datasets/src/saliency_mit1003.cpp diff --git a/modules/datasets/include/opencv2/datasets/saliency_mit1003.hpp b/modules/datasets/include/opencv2/datasets/saliency_mit1003.hpp new file mode 100644 index 00000000000..952a7a2b12b --- /dev/null +++ b/modules/datasets/include/opencv2/datasets/saliency_mit1003.hpp @@ -0,0 +1,48 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#ifndef OPENCV_DATASETS_SALIENCY_MIT1003_HPP +#define OPENCV_DATASETS_SALIENCY_MIT1003_HPP + +#include +#include + +#include "opencv2/datasets/dataset.hpp" + +#include +#include +#include + +namespace cv +{ +namespace datasets +{ + +//! @addtogroup datasets_saliency +//! @{ + +struct SALIENCY_mit1003obj : public Object +{ + int id; + std::string name; + Mat img; + Mat fixMap; + Mat fixPts; +}; + +class CV_EXPORTS SALIENCY_mit1003 : public Dataset +{ +public: + virtual void load(const std::string &path) = 0; + virtual std::vector > getDataset() = 0; + static Ptr create(); +}; + +//! @} + +} +} + +#endif + diff --git a/modules/datasets/samples/saliency_mit1003Sample.cpp b/modules/datasets/samples/saliency_mit1003Sample.cpp new file mode 100644 index 00000000000..165dadf43e2 --- /dev/null +++ b/modules/datasets/samples/saliency_mit1003Sample.cpp @@ -0,0 +1,29 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + + +#include +#include +#include +#include + +using namespace std; +using namespace cv; +using namespace cv::datasets; + +int main(int argc, char** argv) +{ + if (argc < 2) return 0; + + Ptr datasetConnector = SALIENCY_mit1003::create(); + datasetConnector->load(argv[1]); + vector > dataset(datasetConnector->getDataset()); //dataset[0] is original img, dataset[1] is fixMap, dataset[2] is fixPts + //You can use mit1003 dataset do what ever you want + for ( unsigned i = 0; i < dataset[0].size(); i++) + { + imshow("img", dataset[0][i]); + waitKey(0); + } + return 0; +} \ No newline at end of file diff --git a/modules/datasets/src/saliency_mit1003.cpp b/modules/datasets/src/saliency_mit1003.cpp new file mode 100644 index 00000000000..ee416a1502d --- /dev/null +++ b/modules/datasets/src/saliency_mit1003.cpp @@ -0,0 +1,83 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#include "opencv2/datasets/saliency_mit1003.hpp" +#include "opencv2/datasets/util.hpp" + +namespace cv +{ +namespace datasets +{ + +using namespace std; + +class SALIENCY_mit1003Imp : public SALIENCY_mit1003 +{ +public: + SALIENCY_mit1003Imp() {} + virtual ~SALIENCY_mit1003Imp() {} + + virtual void load(const string &path); + virtual vector > getDataset(); + +private: + void loadDataset(const string &path); +}; + +void SALIENCY_mit1003Imp::load(const string &path) +{ + loadDataset(path); +} + +void SALIENCY_mit1003Imp::loadDataset(const string &path) +{ + train.push_back( vector< Ptr >() ); + test.push_back( vector< Ptr >() ); + validation.push_back( vector< Ptr >() ); + + string imgPath( path + "/ALLSTIMULI/" ); + string fixPath( path + "/ALLFIXATIONMAPS/" ); + + vector imgNames; + + getDirList( imgPath, imgNames ); + for ( unsigned i = 0; i < imgNames.size(); i++ ) + { + Ptr curr( new SALIENCY_mit1003obj ); + curr->name = imgNames[i].substr( 0, imgNames[i].find_first_of('.') ); + curr->id = i; + curr->img = imread( imgPath + curr->name + ".jpeg" ); + curr->fixMap = imread( fixPath + curr->name + "_fixMap.jpg", 0 ); + curr->fixPts = imread( fixPath + curr->name + "_fixPts.jpg", 0 ); + if ( curr->img.empty() || curr->fixMap.empty() || curr->fixPts.empty() ) continue; + train.back().push_back(curr); + test.back().push_back(curr); + validation.back().push_back(curr); + } + +} + +Ptr SALIENCY_mit1003::create() +{ + return Ptr(new SALIENCY_mit1003Imp); +} + +vector > SALIENCY_mit1003Imp::getDataset() +{ + vector > res = vector >( 3, vector() ); + for ( unsigned i = 0; i < train.size() ;i++ ) + { + for ( unsigned j = 0; j < train[i].size() ;j++ ) + { + Ptr curr(static_cast(train[i][j].get())); + res[0].push_back( curr->img ); + res[1].push_back( curr->fixMap ); + res[2].push_back( curr->fixPts ); + } + } + return res; +} + +} +} diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index fd9ad730e99..5da8ced4a7f 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -6,9 +6,9 @@ #include #include #include +#include #include #include -//#include #include #include @@ -16,6 +16,7 @@ using namespace std; using namespace cv; using namespace cv::dnn; using namespace cv::saliency; +using namespace cv::datasets; /* Find best class for the blob (i. e. class with maximal probability) */ int main() @@ -28,29 +29,20 @@ int main() //ALLSTIMULI folder store images //ALLFIXATIONMAPS foler store training eye fixation //************ Code only work in linux platform **** -/* DIR *dp; - struct dirent *dirp; - if ( ( dp = opendir( "ALLSTIMULI" ) ) == NULL ) - { - cout << "Can not open dataset directory" << endl; - } - unsigned n = 0; - while ( ( dirp = readdir( dp ) ) != NULL ) - { - if ( dirp->d_type != 8 ) continue; - if ( (n++) >= 400 ) break; - string f_name( dirp->d_name ); - images.push_back( imread( "ALLSTIMULI/" + f_name ) ); - fixs.push_back( imread( "ALLFIXATIONMAPS/" + f_name.substr( 0, f_name.find_first_of('.') ) + "_fixPts.jpg", 0 ) ); - } + string dataset_path; + + cin >> dataset_path; + Ptr datasetConnector = SALIENCY_mit1003::create(); + datasetConnector->load( dataset_path ); + vector > dataset( datasetConnector->getDataset() ); + + //g.training( dataset[0], dataset[1] ); - g.training( images, fixs );*/ ofstream file; Mat res2; - g.computeSaliency( imread( "ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"), res2 ); - log( res2, res2 ); + g.computeSaliency( dataset[0][0], res2 ); resize( res2, res2, Size( 1024, 768 ) ); - cout << "AUC = " << g.computeAUC( res2, imread( "ALLFIXATIONMAPS/i05june05_static_street_boston_p1010764_fixPts.jpeg", 0 ) ) << endl;; + cout << "AUC = " << g.computeAUC( res2, dataset[1][0] ) << endl; g.saliencyMapVisualize( res2 ); file.open( "saliency.csv" ); for ( int i = 0; i < res2.rows; i++) diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 8a2f9b9ef84..08106e41b5e 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -98,6 +98,7 @@ vector DeepGaze1::featureMapGenerator( Mat img, Size input_size ) bool DeepGaze1::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) { + CV_Assert( !(image.getMat().empty()) ); vector featureMaps = featureMapGenerator( image.getMat(), Size(227, 227) ); saliencyMap.assign( softmax( comb( featureMaps, weights ) ) ); for ( unsigned i = 0; i < weights.size(); i++ ) cout << weights[i] << ","; @@ -108,6 +109,7 @@ bool DeepGaze1::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) Mat DeepGaze1::saliencyMapGenerator( Mat input_image, Size input_size ) { //raw saliency map generate + CV_Assert( !(input_image.empty()) ); vector featureMaps = featureMapGenerator( input_image, input_size ); return softmax( comb( featureMaps, weights ) ); } @@ -155,6 +157,7 @@ vector DeepGaze1::batchIndex( unsigned total, unsigned batchSize ) vector DeepGaze1::fixationLoc( Mat img, Size input_size ) { + CV_Assert( !(img.empty()) ); vector randIndex; resize( img, img, input_size, 0, 0, INTER_AREA ); vector fixation; @@ -271,7 +274,7 @@ double DeepGaze1::computeAUC( InputArray _saliencyMap, InputArray _fixtionMap ) if ( saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2 ) { cout << "saliency map and fixtion map must be 1 channel and have same size" << endl; - CV_Assert( saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2 ); + CV_Assert( !( saliency.empty() || fixtion.empty() || saliency.dims > 2 || fixtion.dims > 2 ) ); return -1; } From ee9f7648324206f10b2911905e4d24a6a78fd7ad Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Tue, 27 Jun 2017 23:16:18 -0400 Subject: [PATCH 21/44] fix datasets saliency sample bug --- modules/datasets/samples/saliency_mit1003Sample.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/datasets/samples/saliency_mit1003Sample.cpp b/modules/datasets/samples/saliency_mit1003Sample.cpp index 165dadf43e2..d169db8532b 100644 --- a/modules/datasets/samples/saliency_mit1003Sample.cpp +++ b/modules/datasets/samples/saliency_mit1003Sample.cpp @@ -4,7 +4,7 @@ #include -#include +#include "opencv2/datasets/saliency_mit1003.hpp" #include #include From 717645d5e08d86c547cf8724002ffdb71c446057 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Tue, 27 Jun 2017 23:20:07 -0400 Subject: [PATCH 22/44] fix datasets saliency sample bug --- modules/saliency/samples/DeepGaze1Sample.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index 5da8ced4a7f..959e5c79c86 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -6,7 +6,7 @@ #include #include #include -#include +#include "opencv2/datasets/saliency_mit1003.hpp" #include #include #include From 7d03b3a246deaedd9a28a17af1c72b93bdebeab6 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Tue, 27 Jun 2017 23:28:13 -0400 Subject: [PATCH 23/44] fix datasets saliency sample bug --- modules/saliency/samples/DeepGaze1Sample.cpp | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index 959e5c79c86..ec740643069 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -6,7 +6,7 @@ #include #include #include -#include "opencv2/datasets/saliency_mit1003.hpp" +//#include #include #include #include @@ -16,7 +16,7 @@ using namespace std; using namespace cv; using namespace cv::dnn; using namespace cv::saliency; -using namespace cv::datasets; +//using namespace cv::datasets; /* Find best class for the blob (i. e. class with maximal probability) */ int main() @@ -29,20 +29,21 @@ int main() //ALLSTIMULI folder store images //ALLFIXATIONMAPS foler store training eye fixation //************ Code only work in linux platform **** - string dataset_path; + +/* string dataset_path; cin >> dataset_path; Ptr datasetConnector = SALIENCY_mit1003::create(); datasetConnector->load( dataset_path ); vector > dataset( datasetConnector->getDataset() ); - //g.training( dataset[0], dataset[1] ); - + g.training( dataset[0], dataset[1] ); +*/ ofstream file; Mat res2; - g.computeSaliency( dataset[0][0], res2 ); + g.computeSaliency( imread( "ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"), res2 ); resize( res2, res2, Size( 1024, 768 ) ); - cout << "AUC = " << g.computeAUC( res2, dataset[1][0] ) << endl; + cout << "AUC = " << g.computeAUC( res2, imread( "ALLFIXATIONMAPS/i05june05_static_street_boston_p1010764_fixMap.jpg", 0 ) ) << endl;; g.saliencyMapVisualize( res2 ); file.open( "saliency.csv" ); for ( int i = 0; i < res2.rows; i++) From c756d5a40108c56e96f0ffd48386daefff0962e7 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Tue, 27 Jun 2017 23:31:25 -0400 Subject: [PATCH 24/44] fix datasets saliency sample bug --- modules/datasets/include/opencv2/datasets/saliency_mit1003.hpp | 1 - 1 file changed, 1 deletion(-) diff --git a/modules/datasets/include/opencv2/datasets/saliency_mit1003.hpp b/modules/datasets/include/opencv2/datasets/saliency_mit1003.hpp index 952a7a2b12b..60a73b6e051 100644 --- a/modules/datasets/include/opencv2/datasets/saliency_mit1003.hpp +++ b/modules/datasets/include/opencv2/datasets/saliency_mit1003.hpp @@ -45,4 +45,3 @@ class CV_EXPORTS SALIENCY_mit1003 : public Dataset } #endif - From e3e02b8aec0089802a504dbdde9329ab0199df2d Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Thu, 29 Jun 2017 15:14:21 -0400 Subject: [PATCH 25/44] add commandparser and more options in deepgaze1 sample --- modules/datasets/samples/track_vot.cpp | 2 +- modules/saliency/CMakeLists.txt | 2 +- .../saliency/saliencySpecializedClasses.hpp | 3 +- modules/saliency/samples/DeepGaze1Sample.cpp | 62 ++++++++++++++----- modules/saliency/src/DeepGaze1.cpp | 11 +++- 5 files changed, 58 insertions(+), 22 deletions(-) diff --git a/modules/datasets/samples/track_vot.cpp b/modules/datasets/samples/track_vot.cpp index 4b5937604a6..20270e1052b 100644 --- a/modules/datasets/samples/track_vot.cpp +++ b/modules/datasets/samples/track_vot.cpp @@ -96,4 +96,4 @@ int main(int argc, char *argv[]) getchar(); return 0; -} \ No newline at end of file +} diff --git a/modules/saliency/CMakeLists.txt b/modules/saliency/CMakeLists.txt index 38709c7a389..30ca6467fdc 100644 --- a/modules/saliency/CMakeLists.txt +++ b/modules/saliency/CMakeLists.txt @@ -4,6 +4,6 @@ endif() set(the_description "Saliency API") -ocv_define_module(saliency opencv_imgproc opencv_features2d opencv_dnn WRAP python) +ocv_define_module(saliency opencv_imgproc opencv_datasets opencv_features2d opencv_dnn WRAP python) ocv_warnings_disable(CMAKE_CXX_FLAGS -Woverloaded-virtual) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 34eccdff6b3..bad3e461948 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -166,8 +166,9 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency std::vector weights; public: - DeepGaze1(); + DeepGaze1( std::string = "deploy.prototxt", std::string = "bvlc_alexnet.caffemodel" ); DeepGaze1( std::string, std::string, std::vector, unsigned ); + DeepGaze1( std::string, std::string, std::vector, std::vector ); virtual ~DeepGaze1(); CV_WRAP static Ptr create() { diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index ec740643069..d4cb6c38789 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -3,10 +3,11 @@ // of this distribution and at http://opencv.org/license.html. #include +#include #include #include #include -//#include +#include #include #include #include @@ -16,34 +17,61 @@ using namespace std; using namespace cv; using namespace cv::dnn; using namespace cv::saliency; -//using namespace cv::datasets; -/* Find best class for the blob (i. e. class with maximal probability) */ +using namespace cv::datasets; -int main() + +int main(int argc, char* argv[]) { - DeepGaze1 g = DeepGaze1(); - vector images; - vector fixs; + const char *keys = + "{ help h usage ? | | show this message }" + "{ train |0 | set training on }" + "{ default |1 | use default deep net(AlexNet) and default weights }" + "{ img_path | | path to folder with img }" + "{ fix_path | | path to folder with fixation img for compute AUC }" + "{ model_path |bvlc_alexnet.caffemodel | path to your caffe model }" + "{ proto_path |deploy.prototxt | path to your deep net caffe prototxt }" + "{ dataset_path d |./ | path to Dataset for training }"; + + CommandLineParser parser(argc, argv, keys); + if (parser.has("help")) + { + parser.printMessage(); + return 0; + } + string img_path = parser.get("img_path"); + string model_path = parser.get("model_path"); + string proto_path = parser.get("proto_path"); + string dataset_path = parser.get("dataset_path"); + string fix_path = parser.get("fix_path"); + + DeepGaze1 g; + if ( parser.get( "default" ) ) + { + g = DeepGaze1( proto_path, model_path ); + } + else + { + g = DeepGaze1( proto_path, model_path, vector(1, "conv5"), 257 ); + } //Download mit1003 saliency dataset in the working directory //ALLSTIMULI folder store images //ALLFIXATIONMAPS foler store training eye fixation -//************ Code only work in linux platform **** -/* string dataset_path; + if ( parser.get( "train" ) ) + { + Ptr datasetConnector = SALIENCY_mit1003::create(); + datasetConnector->load( dataset_path ); + vector > dataset( datasetConnector->getDataset() ); - cin >> dataset_path; - Ptr datasetConnector = SALIENCY_mit1003::create(); - datasetConnector->load( dataset_path ); - vector > dataset( datasetConnector->getDataset() ); + g.training( dataset[0], dataset[1], 1, 200, 0.9, 0.000001, 0.01); + } - g.training( dataset[0], dataset[1] ); -*/ ofstream file; Mat res2; - g.computeSaliency( imread( "ALLSTIMULI/i05june05_static_street_boston_p1010764.jpeg"), res2 ); + g.computeSaliency( imread( img_path ), res2 ); resize( res2, res2, Size( 1024, 768 ) ); - cout << "AUC = " << g.computeAUC( res2, imread( "ALLFIXATIONMAPS/i05june05_static_street_boston_p1010764_fixMap.jpg", 0 ) ) << endl;; + cout << "AUC = " << g.computeAUC( res2, imread( fix_path, 0 ) ) << endl;; g.saliencyMapVisualize( res2 ); file.open( "saliency.csv" ); for ( int i = 0; i < res2.rows; i++) diff --git a/modules/saliency/src/DeepGaze1.cpp b/modules/saliency/src/DeepGaze1.cpp index 08106e41b5e..7b25d3b9456 100644 --- a/modules/saliency/src/DeepGaze1.cpp +++ b/modules/saliency/src/DeepGaze1.cpp @@ -29,9 +29,9 @@ namespace cv namespace saliency { -DeepGaze1::DeepGaze1() +DeepGaze1::DeepGaze1( string net_proto, string net_caffemodel ) { - net = dnn::readNetFromCaffe( "deploy.prototxt", "bvlc_alexnet.caffemodel" ); + net = dnn::readNetFromCaffe( net_proto, net_caffemodel ); layers_names.push_back("conv5"); double tmp[] = {0.471836,0.459718,0.457611,0.480085,0.48823,0.462776,0.483445,0.461641,0.483469,0.47846,0.470172,0.383401,0.459975,0.478768,0.576305,0.469454,0.480448,0.435255,0.493571,0.48153,0.441619,0.45436,0.451791,0.476142,0.475955,0.468466,0.479836,0.530578,0.481301,0.454639,0.464725,0.45218,0.502245,0.44709,0.483469,0.500928,0.469562,0.46483,0.453324,0.461538,0.475741,0.480432,0.485595,0.462417,0.495092,0.471557,0.495046,0.459551,0.43668,0.505385,0.478419,0.492535,0.303292,0.475142,0.459992,0.454734,0.466868,0.450649,0.479587,0.434151,0.471309,0.460742,0.49318,0.524707,0.470968,0.478263,0.469935,0.459639,0.490684,0.465349,0.44842,0.481436,0.488862,0.468849,0.492233,0.467677,0.448416,0.474485,0.47684,0.492617,0.455164,0.46794,0.463009,0.47758,0.46629,0.495621,0.464325,0.473217,0.459664,0.478029,0.438637,0.447406,0.438148,0.455966,0.473499,0.473359,0.466213,0.525776,0.434224,0.464641,0.475869,0.501644,0.485892,0.483617,0.47226,0.482615,0.448091,0.460951,0.470457,0.469719,0.474948,0.516341,0.474467,0.429576,0.460061,0.446831,0.429813,0.479859,0.509008,0.504804,0.477351,0.461487,0.445481,0.44935,0.482019,0.469048,0.473205,0.460742,0.474685,0.461985,0.497119,0.464336,0.469783,0.464748,0.477133,0.484101,0.491574,0.591169,0.47327,0.467959,0.479773,0.465179,0.456533,0.42534,0.457655,0.474379,0.482501,0.491678,0.558077,0.473311,0.483722,0.474757,0.46874,0.459033,0.483051,0.475974,0.449861,0.456586,0.462686,0.46992,0.424458,0.492504,0.450006,0.468069,0.450585,0.442672,0.460277,0.460656,0.449303,0.470552,0.433665,0.47603,0.449626,0.471062,0.481555,0.427269,0.424295,0.588326,0.475818,0.484487,0.496265,0.480074,0.45834,0.469174,0.474869,0.49295,0.458737,0.461799,0.487588,0.488148,0.47734,0.480953,0.478616,0.470873,0.456516,0.461151,0.497269,0.449723,0.414189,0.473214,0.47472,0.478068,0.454312,0.485553,0.43564,0.469596,0.450846,0.488699,0.481056,0.419303,0.479696,0.471458,0.456179,0.465579,0.449656,0.459427,0.475431,0.518732,0.45971,0.51276,0.475805,0.467066,0.455423,0.462425,0.468577,0.429871,0.467098,0.467196,0.48245,0.496047,0.439613,0.446267,0.478326,0.463222,0.466251,0.475164,0.460792,0.407577,0.475157,0.465814,0.480478,0.490252,0.485834,0.455555,0.488025,0.472621,0.482393,0.48254,0.500558,0.466278,0.478975,0.423606,0.482795,0.486593,0.488191,0.483121,5.96006}; weights = vector( tmp, tmp + 257 ); @@ -48,6 +48,13 @@ DeepGaze1::DeepGaze1( string net_proto, string net_caffemodel, vector se } } +DeepGaze1::DeepGaze1( string net_proto, string net_caffemodel, vector selected_layers, vector i_weights ) +{ + net = dnn::readNetFromCaffe( net_proto, net_caffemodel ); + layers_names = selected_layers; + weights = i_weights; +} + DeepGaze1::~DeepGaze1(){} vector DeepGaze1::featureMapGenerator( Mat img, Size input_size ) From 2cfb0acaef017916e3fbf9391641adc3c087406e Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Thu, 29 Jun 2017 15:29:42 -0400 Subject: [PATCH 26/44] fix indentation tab --- modules/saliency/samples/DeepGaze1Sample.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index d4cb6c38789..48884c21512 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -29,7 +29,7 @@ int main(int argc, char* argv[]) "{ img_path | | path to folder with img }" "{ fix_path | | path to folder with fixation img for compute AUC }" "{ model_path |bvlc_alexnet.caffemodel | path to your caffe model }" - "{ proto_path |deploy.prototxt | path to your deep net caffe prototxt }" + "{ proto_path |deploy.prototxt | path to your deep net caffe prototxt }" "{ dataset_path d |./ | path to Dataset for training }"; CommandLineParser parser(argc, argv, keys); From f344de456e3d9dc121910bbbc9afdd0de09444e8 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 8 Jul 2017 23:20:01 -0400 Subject: [PATCH 27/44] first push for sp --- .../saliency/saliencySpecializedClasses.hpp | 43 ++++++ modules/saliency/src/DiscriminantSaliency.cpp | 132 ++++++++++++++++++ 2 files changed, 175 insertions(+) create mode 100644 modules/saliency/src/DiscriminantSaliency.cpp diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index bad3e461948..5b1adcdb6c8 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -302,6 +302,49 @@ class CV_EXPORTS_W MotionSaliencyBinWangApr2014 : public MotionSaliency }; +/** @brief the Deep Gaze 1 Saliency approach from + +This method use the convolution layers of the pretrained AlexNet, linear combination, center bias and softmax to generate saliency map +*/ +class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency +{ +private: + Size imgProcessingSize; + unsigned hiddenSpaceDimension; + unsigned centerSize; + unsigned windowSize; + unsigned patchSize; + unsigned temporalSize; +public: + struct DT + { + Mat A; + Mat C; + Mat Q; + Mat R; + Mat S; + Mat MU; + double VAR; + }; + DiscriminantSaliency(); + virtual ~DiscriminantSaliency(); + CV_WRAP static Ptr create() + { + return makePtr(); + } + CV_WRAP bool computeSaliency( InputArray image, OutputArray saliencyMap ) + { + if( image.empty() ) + return false; + return computeSaliencyImpl( image, saliencyMap ); + } + void dynamicTextureEstimator( const Mat, DT& ); +protected: + bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); + std::vector saliencyMapGenerator( const std::vector ); + double KLdivDT( const Mat, const DT&, const DT& ); +}; + /************************************ Specific Objectness Specialized Classes ************************************/ /** diff --git a/modules/saliency/src/DiscriminantSaliency.cpp b/modules/saliency/src/DiscriminantSaliency.cpp new file mode 100644 index 00000000000..517699f2cb9 --- /dev/null +++ b/modules/saliency/src/DiscriminantSaliency.cpp @@ -0,0 +1,132 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#include +#include +#include "precomp.hpp" +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + + +using namespace std; +using namespace cv; +using namespace cv::saliency; + +namespace cv +{ +namespace saliency +{ +DiscriminantSaliency::DiscriminantSaliency() +{ + imgProcessingSize = Size(127, 127); + hiddenSpaceDimension = 10; + centerSize = 16; + windowSize = 96; + patchSize = 8; + temporalSize = 11; + CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height ); +} + +DiscriminantSaliency::~DiscriminantSaliency(){} + +bool DiscriminantSaliency::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) +{ + return true; +} + +vector DiscriminantSaliency::saliencyMapGenerator( const std::vector img_sq) +{ + + return img_sq; +} + +double DiscriminantSaliency::KLdivDT( const Mat img_sq, DT& para_c, DT& para_w ) +{ + Mat MU_c = para_c.MU.clone();//1 + Mat MU_w = para_w.MU.clone();//1 + Mat S_c = para_c.S.clone();//1 + Mat S_w = para_w.S.clone();//1 + Mat Beta = ((para_w.S.inv()) + Mat::ones(para_w.S.size(), CV_64F) / (para_w.VAR)).inv();//1 + Mat Omega = -1 * para_w.Q.inv() * para_w.A;//const + Mat Theta = (para_w.S.inv()) + (para_w.A.t()) * (para_w.Q.inv()) * (para_w.A);//const + Mat Vc = para_w.C.t() * para_c.C * MU_c - MU_w;//1 + + Mat U_w = para_w.A * para_w.S;//2 + Mat H = Theta + Mat::ones(Theta.size(), CV_64F) / (para_w.VAR) - Omega.t() * Beta * Omega;//2 + Mat G = -1 * Beta * Omega;//2 + MU_c *= para_c.A;//2 + MU_w *= para_w.A;//2 + S_c = para_c.A * S_c * para_c.A.t() + para_c.Q; + S_w = para_w.A * S_w * para_w.A.t() + para_w.Q; + /*Beta = + + + for ( unsigned i = 1; i < img_sq.size[1]; i++) + { + + } + Mat Zc + + Mat Gama*/ + return 0; +} + +void DiscriminantSaliency::dynamicTextureEstimator( const Mat img_sq, DT& para ) +{ + + unsigned tau = img_sq.size[1]; //row represents pixel location and column represents temporal location + Mat me( img_sq.size[0], 1, CV_64F, Scalar::all(0.0) ); + Mat temp( img_sq.size[0], img_sq.size[1], CV_64F, Scalar::all(0.0) ); + Mat X, V, B, W, Y; + + for ( unsigned i = 0; i < tau; i++ ) + { + me += img_sq.col(i) / tau; + } + temp += me * Mat::ones(1, tau, CV_64F) * (-1); + temp += img_sq; + Y = temp.clone(); + + SVD s = SVD(temp, SVD::MODIFY_A); + para.C = s.u.colRange(0, hiddenSpaceDimension); + para.C = para.C.clone(); + X = Mat::diag(s.w.rowRange(0, hiddenSpaceDimension)) * s.vt.rowRange(0, hiddenSpaceDimension); + para.A = (X.colRange(1, tau) * (X.colRange(0, tau - 1)).inv()); + para.A = para.A.clone(); + + V = (X.colRange(1, tau) - para.A * X.colRange(0, tau - 1)); + V = V.clone(); + SVD sv = SVD(V, SVD::MODIFY_A); + B = sv.u * Mat::diag(sv.w) / sqrt(tau - 1); + para.Q = (B * B.t()); + para.Q = para.Q.clone(); + + W = (Y - para.C * X); + W = W.clone(); + SVD sw = SVD(W, SVD::MODIFY_A); + B = sw.u * Mat::diag(sw.w) / sqrt(tau - 1); + para.R = (B * B.t()); + para.R = para.R.clone(); + para.VAR = (trace(para.R) / para.R.size[0])[0]; + + para.MU = Mat( hiddenSpaceDimension, 1, CV_64F, Scalar::all(0.0) ); + for (unsigned i = 0; i < tau; i++ ) + { + para.MU += X.col(i) / tau; + } + para.S = (X - para.MU * Mat::ones(1, tau, CV_64F)) * ((X - para.MU * Mat::ones(1, tau, CV_64F)).t()) / (tau - 1); + para.S = para.S.clone(); +} + +} +} \ No newline at end of file From 2737b561f9c6462aee6b7b82846db809419b0fce Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Fri, 14 Jul 2017 23:46:17 -0400 Subject: [PATCH 28/44] working on algorithm sp --- .../saliency/saliencySpecializedClasses.hpp | 6 +- modules/saliency/src/DiscriminantSaliency.cpp | 176 ++++++++++++++++-- 2 files changed, 167 insertions(+), 15 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 5b1adcdb6c8..b9581244619 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -315,6 +315,7 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency unsigned windowSize; unsigned patchSize; unsigned temporalSize; + unsigned patchNumber; public: struct DT { @@ -339,10 +340,11 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency return computeSaliencyImpl( image, saliencyMap ); } void dynamicTextureEstimator( const Mat, DT& ); + void patchGenerator( const std::vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ); + std::vector saliencyMapGenerator( const std::vector ); protected: bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); - std::vector saliencyMapGenerator( const std::vector ); - double KLdivDT( const Mat, const DT&, const DT& ); + double KLdivDT( const DT&, const DT& ); }; /************************************ Specific Objectness Specialized Classes ************************************/ diff --git a/modules/saliency/src/DiscriminantSaliency.cpp b/modules/saliency/src/DiscriminantSaliency.cpp index 517699f2cb9..1f13de652b9 100644 --- a/modules/saliency/src/DiscriminantSaliency.cpp +++ b/modules/saliency/src/DiscriminantSaliency.cpp @@ -34,6 +34,8 @@ DiscriminantSaliency::DiscriminantSaliency() windowSize = 96; patchSize = 8; temporalSize = 11; + patchNumber = 16; + CV_Assert( centerSize > patchSize && pow(centerSize - patchSize, 2) >= patchNumber ); CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height ); } @@ -46,39 +48,187 @@ bool DiscriminantSaliency::computeSaliencyImpl( InputArray image, OutputArray sa vector DiscriminantSaliency::saliencyMapGenerator( const std::vector img_sq) { + CV_Assert( img_sq.size() >= temporalSize ); + vector saliency_sq; + for ( unsigned i = temporalSize - 1; i < img_sq.size(); i++ ) + { + saliency_sq.push_back(Mat(imgProcessingSize, CV_64F, Scalar::all(0.0))); + for ( unsigned r = (centerSize - 1) / 2; r < imgProcessingSize.height - (centerSize - (centerSize - 1) / 2); r++) + { + for ( unsigned c = (centerSize - 1) / 2; c < imgProcessingSize.width - (centerSize - (centerSize - 1) / 2); c++) + { + Mat center, surround, all; + DT para_c0, para_c1, para_w; + patchGenerator(img_sq, i, r, c, center, surround, all); + dynamicTextureEstimator( surround, para_c0 ); + dynamicTextureEstimator( center, para_c1 ); + dynamicTextureEstimator( all, para_w ); + saliency_sq[0].at(r, c) = 0.5 * KLdivDT( para_c0, para_w ) + 0.5 * KLdivDT( para_c1, para_w ); + } + } + } + return saliency_sq; +} + +void DiscriminantSaliency::patchGenerator( const vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ) +{ + unsigned r1 = max(r - (windowSize - 1) / 2, (unsigned)0), c1 = max(c - (windowSize - 1) / 2, (unsigned)0); + unsigned r2 = min(r1 + windowSize, (unsigned)imgProcessingSize.height), c2 = min(c1 + windowSize, (unsigned)imgProcessingSize.width); + all = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); + surround = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); + center = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); + + for ( int i = 0; i < all.size[0]; i++ ) + { + srand(0); + unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; + for ( int j = 0; j < all.size[1]; j++ ) + { + all.at(i, j) = img_sq[j + 1 + index - temporalSize].at(rt, ct); + } + } + + for ( int i = 0; i < center.size[0]; i++ ) + { + srand(0); + unsigned rt = rand() % centerSize + r - (centerSize - 1) / 2, ct = rand() % centerSize + c - (centerSize - 1) / 2; + for ( int j = 0; j < center.size[1]; j++ ) + { + center.at(i, j) = img_sq[j + 1 + index - temporalSize].at(rt, ct); + } + } + + for ( int i = 0; i < surround.size[0]; i++ ) + { + srand(0); + unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; + while ((abs(rt - r) < (centerSize / 2)) && (abs(ct - c) < (centerSize / 2))) + { + rt = rand() % (r2 - r1) + r1; + ct = rand() % (c2 - c1) + c1; + } + for ( int j = 0; j < surround.size[1]; j++ ) + { + surround.at(i, j) = img_sq[j + 1 + index - temporalSize].at(rt, ct); + } + } - return img_sq; } -double DiscriminantSaliency::KLdivDT( const Mat img_sq, DT& para_c, DT& para_w ) +double DiscriminantSaliency::KLdivDT( const DT& para_c, const DT& para_w ) { + Mat temp1, temp2, Eig; Mat MU_c = para_c.MU.clone();//1 Mat MU_w = para_w.MU.clone();//1 Mat S_c = para_c.S.clone();//1 Mat S_w = para_w.S.clone();//1 - Mat Beta = ((para_w.S.inv()) + Mat::ones(para_w.S.size(), CV_64F) / (para_w.VAR)).inv();//1 + Mat Beta = ((para_w.S.inv()) + Mat::eye(para_w.S.size(), CV_64F) / (para_w.VAR)).inv();//1 + Mat Beta_c = ((para_c.S.inv()) + Mat::eye(para_c.S.size(), CV_64F) / (para_c.VAR)).inv();//1 Mat Omega = -1 * para_w.Q.inv() * para_w.A;//const + Mat Omega_c = -1 * para_c.Q.inv() * para_c.A; Mat Theta = (para_w.S.inv()) + (para_w.A.t()) * (para_w.Q.inv()) * (para_w.A);//const + Mat Theta_c = (para_c.S.inv()) + (para_c.A.t()) * (para_c.Q.inv()) * (para_c.A); + Mat Tc = para_w.C.t() * para_c.C;//const Mat Vc = para_w.C.t() * para_c.C * MU_c - MU_w;//1 + double Omegac = trace(para_c.S).val[0] / para_w.VAR + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(Beta).val[0]; + Mat Psic = 1 / pow(para_w.VAR, 2) * Tc * para_c.S * Tc.t(); + Mat U_c = para_c.A * para_c.S;//2 Mat U_w = para_w.A * para_w.S;//2 - Mat H = Theta + Mat::ones(Theta.size(), CV_64F) / (para_w.VAR) - Omega.t() * Beta * Omega;//2 Mat G = -1 * Beta * Omega;//2 + Mat G_c = -1 * Beta_c * Omega_c; + Mat H = Theta + Mat::eye(Theta.size(), CV_64F) / (para_w.VAR) - Omega.t() * Beta * Omega;//2 + Mat H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / (para_c.VAR) - Omega_c.t() * Beta_c * Omega_c; + + S_w = para_w.A * S_w * para_w.A.t() + para_w.Q;//2 MU_c *= para_c.A;//2 MU_w *= para_w.A;//2 - S_c = para_c.A * S_c * para_c.A.t() + para_c.Q; - S_w = para_w.A * S_w * para_w.A.t() + para_w.Q; - /*Beta = + Mat Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w;//2 + + eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); + Eig /= para_w.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + double det_w = imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; + eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); + Eig /= para_c.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + double det_c = imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; - for ( unsigned i = 1; i < img_sq.size[1]; i++) + Mat Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR;//2 + temp1 = (1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc);//2 + + double update_term = pow(norm(Zc), 2) / para_w.VAR - temp1.at(0, 0); + Mat Xic = 1 / pow(para_w.VAR, 2) * para_c.A * para_c.S * Tc.t(); + + S_c = para_c.A * S_c * para_c.A.t() + para_c.Q;//2 + + Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv() * G.t() * G).val[0]; + + hconcat(Psic, Xic.t() * Tc.t(), temp1); + hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); + vconcat(temp1, temp2, Psic);//Psic 2 + + hconcat(H.inv(), H.inv() * G.t(), temp1); + hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); + vconcat(temp1, temp2, Beta);//Beta 2 + + hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); + hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); + vconcat(temp1, temp2, Beta_c); + + vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc);//2 + + for ( unsigned i = 2; i < temporalSize; i++) { + hconcat(para_c.A * U_c, para_c.A * S_c, U_c); + hconcat(para_w.A * U_w, para_w.A * S_w, U_w); + hconcat(-1 * H.inv() * Omega, -1 * G * H.inv() * Omega, G); + hconcat(-1 * H_c.inv() * Omega_c, -1 * G_c * H_c.inv() * Omega_c, G_c); + H = Theta + Mat::eye(Theta.size(), CV_64F) / para_w.VAR - Omega.t() * H.inv() * Omega; + H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / para_c.VAR - Omega_c.t() * H_c.inv() * Omega_c; + S_w = para_w.A * S_w * para_w.A.t() + para_w.Q; + MU_c *= para_c.A; + MU_w *= para_w.A; + Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w; + + eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); + Eig /= para_w.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + det_w += imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; + + eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); + Eig /= para_c.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + det_c += imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; + + Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR; + temp1 = pow(norm(Zc), 2) / para_w.VAR - 1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc; + update_term += temp1.at(0, 0); + hconcat(1/pow(para_w.VAR, 2) * para_c.A * Xic, 1/pow(para_w.VAR, 2) * para_c.A * S_c * Tc.t(), Xic); + S_c = para_c.A * S_c * para_c.A.t() + para_c.Q; + Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv() * G.t() * G).val[0]; + + hconcat(Psic, Xic.t() * Tc.t(), temp1); + hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); + vconcat(temp1, temp2, Psic); + + hconcat(H.inv(), H.inv() * G.t(), temp1); + hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); + vconcat(temp1, temp2, Beta); + + hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); + hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); + vconcat(temp1, temp2, Beta_c); + + vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc); } - Mat Zc - - Mat Gama*/ - return 0; + return det_w - det_c + update_term + Omegac - trace(Beta * Psic).val[0] - imgProcessingSize.width * imgProcessingSize.height * temporalSize; } void DiscriminantSaliency::dynamicTextureEstimator( const Mat img_sq, DT& para ) @@ -117,7 +267,7 @@ void DiscriminantSaliency::dynamicTextureEstimator( const Mat img_sq, DT& para ) B = sw.u * Mat::diag(sw.w) / sqrt(tau - 1); para.R = (B * B.t()); para.R = para.R.clone(); - para.VAR = (trace(para.R) / para.R.size[0])[0]; + para.VAR = (trace(para.R).val[0] / para.R.size[0]); para.MU = Mat( hiddenSpaceDimension, 1, CV_64F, Scalar::all(0.0) ); for (unsigned i = 0; i < tau; i++ ) From 7e81b719ae3a8f95e731205087c330ad2a5f6460 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Tue, 18 Jul 2017 03:00:50 -0400 Subject: [PATCH 29/44] roughly finish sp algorithm --- .../saliency/saliencySpecializedClasses.hpp | 3 +- modules/saliency/src/DiscriminantSaliency.cpp | 519 ++++++++++-------- 2 files changed, 279 insertions(+), 243 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index b9581244619..d356b616c36 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -341,7 +341,8 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency } void dynamicTextureEstimator( const Mat, DT& ); void patchGenerator( const std::vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ); - std::vector saliencyMapGenerator( const std::vector ); + std::vector saliencyMapGenerator( const std::vector& ); + void saliencyMapVisualize( InputArray _saliencyMap ); protected: bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); double KLdivDT( const DT&, const DT& ); diff --git a/modules/saliency/src/DiscriminantSaliency.cpp b/modules/saliency/src/DiscriminantSaliency.cpp index 1f13de652b9..b94c5d88930 100644 --- a/modules/saliency/src/DiscriminantSaliency.cpp +++ b/modules/saliency/src/DiscriminantSaliency.cpp @@ -4,6 +4,7 @@ #include #include +#include #include "precomp.hpp" #include #include @@ -26,257 +27,291 @@ namespace cv { namespace saliency { -DiscriminantSaliency::DiscriminantSaliency() -{ - imgProcessingSize = Size(127, 127); - hiddenSpaceDimension = 10; - centerSize = 16; - windowSize = 96; - patchSize = 8; - temporalSize = 11; - patchNumber = 16; - CV_Assert( centerSize > patchSize && pow(centerSize - patchSize, 2) >= patchNumber ); - CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height ); -} + DiscriminantSaliency::DiscriminantSaliency() + { + imgProcessingSize = Size(127, 127); + hiddenSpaceDimension = 10; + centerSize = 8; + windowSize = 96; + patchSize = 8; + temporalSize = 11; + patchNumber = 5; + CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height ); + } -DiscriminantSaliency::~DiscriminantSaliency(){} + DiscriminantSaliency::~DiscriminantSaliency(){} -bool DiscriminantSaliency::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) -{ - return true; -} + bool DiscriminantSaliency::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) + { + vector img_sq, saliency_sq; + image.getMatVector(img_sq); + saliencyMap.getMatVector(saliency_sq); + cout << saliency_sq.size() << endl; + CV_Assert( !(img_sq.empty()) || !(img_sq[0].empty()) ); + return true; + } -vector DiscriminantSaliency::saliencyMapGenerator( const std::vector img_sq) -{ - CV_Assert( img_sq.size() >= temporalSize ); - vector saliency_sq; - for ( unsigned i = temporalSize - 1; i < img_sq.size(); i++ ) - { - saliency_sq.push_back(Mat(imgProcessingSize, CV_64F, Scalar::all(0.0))); - for ( unsigned r = (centerSize - 1) / 2; r < imgProcessingSize.height - (centerSize - (centerSize - 1) / 2); r++) - { - for ( unsigned c = (centerSize - 1) / 2; c < imgProcessingSize.width - (centerSize - (centerSize - 1) / 2); c++) - { - Mat center, surround, all; - DT para_c0, para_c1, para_w; - patchGenerator(img_sq, i, r, c, center, surround, all); - dynamicTextureEstimator( surround, para_c0 ); - dynamicTextureEstimator( center, para_c1 ); - dynamicTextureEstimator( all, para_w ); - saliency_sq[0].at(r, c) = 0.5 * KLdivDT( para_c0, para_w ) + 0.5 * KLdivDT( para_c1, para_w ); - } - } - } - return saliency_sq; -} + vector DiscriminantSaliency::saliencyMapGenerator( const std::vector& img_sq ) + { + CV_Assert( img_sq.size() >= temporalSize ); + vector saliency_sq; + for ( unsigned i = temporalSize - 1; i < img_sq.size(); i++ ) + { + saliency_sq.push_back(Mat(imgProcessingSize, CV_64F, Scalar::all(0.0))); + for ( unsigned r = (centerSize - 1) / 2; r < imgProcessingSize.height - (centerSize - (centerSize - 1) / 2); r++) + { + for ( unsigned c = (centerSize - 1) / 2; c < imgProcessingSize.width - (centerSize - (centerSize - 1) / 2); c++) + { + Mat center, surround, all; + DT para_c0, para_c1, para_w; + patchGenerator(img_sq, i, r, c, center, surround, all); + //dynamicTextureEstimator( surround, para_c0 ); + dynamicTextureEstimator( center, para_c1 ); + dynamicTextureEstimator( all, para_w ); + double kl1 = KLdivDT( para_c1, para_w );//, kl0 = KLdivDT( para_c0, para_w ); + saliency_sq[0].at(r, c) = kl1; + } + } + } + return saliency_sq; + } -void DiscriminantSaliency::patchGenerator( const vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ) -{ - unsigned r1 = max(r - (windowSize - 1) / 2, (unsigned)0), c1 = max(c - (windowSize - 1) / 2, (unsigned)0); - unsigned r2 = min(r1 + windowSize, (unsigned)imgProcessingSize.height), c2 = min(c1 + windowSize, (unsigned)imgProcessingSize.width); - all = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); - surround = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); - center = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); - - for ( int i = 0; i < all.size[0]; i++ ) - { - srand(0); - unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; - for ( int j = 0; j < all.size[1]; j++ ) - { - all.at(i, j) = img_sq[j + 1 + index - temporalSize].at(rt, ct); - } - } - - for ( int i = 0; i < center.size[0]; i++ ) - { - srand(0); - unsigned rt = rand() % centerSize + r - (centerSize - 1) / 2, ct = rand() % centerSize + c - (centerSize - 1) / 2; - for ( int j = 0; j < center.size[1]; j++ ) - { - center.at(i, j) = img_sq[j + 1 + index - temporalSize].at(rt, ct); - } - } - - for ( int i = 0; i < surround.size[0]; i++ ) - { - srand(0); - unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; - while ((abs(rt - r) < (centerSize / 2)) && (abs(ct - c) < (centerSize / 2))) - { - rt = rand() % (r2 - r1) + r1; - ct = rand() % (c2 - c1) + c1; - } - for ( int j = 0; j < surround.size[1]; j++ ) - { - surround.at(i, j) = img_sq[j + 1 + index - temporalSize].at(rt, ct); - } - } - -} + void DiscriminantSaliency::patchGenerator( const vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ) + { + unsigned r1 = max(r - (windowSize - 1) / 2, (unsigned)0), c1 = max(c - (windowSize - 1) / 2, (unsigned)0); + unsigned r2 = min(r1 + windowSize, (unsigned)imgProcessingSize.height), c2 = min(c1 + windowSize, (unsigned)imgProcessingSize.width); + all = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); + surround = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); + center = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); + srand(0); + for ( int i = 0; i < all.size[0]; i++ ) + { -double DiscriminantSaliency::KLdivDT( const DT& para_c, const DT& para_w ) -{ - Mat temp1, temp2, Eig; - Mat MU_c = para_c.MU.clone();//1 - Mat MU_w = para_w.MU.clone();//1 - Mat S_c = para_c.S.clone();//1 - Mat S_w = para_w.S.clone();//1 - Mat Beta = ((para_w.S.inv()) + Mat::eye(para_w.S.size(), CV_64F) / (para_w.VAR)).inv();//1 - Mat Beta_c = ((para_c.S.inv()) + Mat::eye(para_c.S.size(), CV_64F) / (para_c.VAR)).inv();//1 - Mat Omega = -1 * para_w.Q.inv() * para_w.A;//const - Mat Omega_c = -1 * para_c.Q.inv() * para_c.A; - Mat Theta = (para_w.S.inv()) + (para_w.A.t()) * (para_w.Q.inv()) * (para_w.A);//const - Mat Theta_c = (para_c.S.inv()) + (para_c.A.t()) * (para_c.Q.inv()) * (para_c.A); - Mat Tc = para_w.C.t() * para_c.C;//const - Mat Vc = para_w.C.t() * para_c.C * MU_c - MU_w;//1 - double Omegac = trace(para_c.S).val[0] / para_w.VAR + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(Beta).val[0]; - Mat Psic = 1 / pow(para_w.VAR, 2) * Tc * para_c.S * Tc.t(); - - Mat U_c = para_c.A * para_c.S;//2 - Mat U_w = para_w.A * para_w.S;//2 - Mat G = -1 * Beta * Omega;//2 - Mat G_c = -1 * Beta_c * Omega_c; - Mat H = Theta + Mat::eye(Theta.size(), CV_64F) / (para_w.VAR) - Omega.t() * Beta * Omega;//2 - Mat H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / (para_c.VAR) - Omega_c.t() * Beta_c * Omega_c; - - S_w = para_w.A * S_w * para_w.A.t() + para_w.Q;//2 - MU_c *= para_c.A;//2 - MU_w *= para_w.A;//2 - Mat Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w;//2 - - eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); - Eig /= para_w.VAR; - Eig += Mat::ones(Eig.size(), CV_64F); - log(Eig, Eig); - double det_w = imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; - - eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); - Eig /= para_c.VAR; - Eig += Mat::ones(Eig.size(), CV_64F); - log(Eig, Eig); - double det_c = imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; - - Mat Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR;//2 - temp1 = (1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc);//2 - - double update_term = pow(norm(Zc), 2) / para_w.VAR - temp1.at(0, 0); - Mat Xic = 1 / pow(para_w.VAR, 2) * para_c.A * para_c.S * Tc.t(); - - S_c = para_c.A * S_c * para_c.A.t() + para_c.Q;//2 - - Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv() * G.t() * G).val[0]; - - hconcat(Psic, Xic.t() * Tc.t(), temp1); - hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); - vconcat(temp1, temp2, Psic);//Psic 2 - - hconcat(H.inv(), H.inv() * G.t(), temp1); - hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); - vconcat(temp1, temp2, Beta);//Beta 2 - - hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); - hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); - vconcat(temp1, temp2, Beta_c); - - vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc);//2 - - for ( unsigned i = 2; i < temporalSize; i++) - { - hconcat(para_c.A * U_c, para_c.A * S_c, U_c); - hconcat(para_w.A * U_w, para_w.A * S_w, U_w); - hconcat(-1 * H.inv() * Omega, -1 * G * H.inv() * Omega, G); - hconcat(-1 * H_c.inv() * Omega_c, -1 * G_c * H_c.inv() * Omega_c, G_c); - H = Theta + Mat::eye(Theta.size(), CV_64F) / para_w.VAR - Omega.t() * H.inv() * Omega; - H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / para_c.VAR - Omega_c.t() * H_c.inv() * Omega_c; - - S_w = para_w.A * S_w * para_w.A.t() + para_w.Q; - MU_c *= para_c.A; - MU_w *= para_w.A; - Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w; - - eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); - Eig /= para_w.VAR; - Eig += Mat::ones(Eig.size(), CV_64F); - log(Eig, Eig); - det_w += imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; - - eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); - Eig /= para_c.VAR; - Eig += Mat::ones(Eig.size(), CV_64F); - log(Eig, Eig); - det_c += imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; - - Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR; - temp1 = pow(norm(Zc), 2) / para_w.VAR - 1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc; - update_term += temp1.at(0, 0); - hconcat(1/pow(para_w.VAR, 2) * para_c.A * Xic, 1/pow(para_w.VAR, 2) * para_c.A * S_c * Tc.t(), Xic); - S_c = para_c.A * S_c * para_c.A.t() + para_c.Q; - Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv() * G.t() * G).val[0]; - - hconcat(Psic, Xic.t() * Tc.t(), temp1); - hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); - vconcat(temp1, temp2, Psic); - - hconcat(H.inv(), H.inv() * G.t(), temp1); - hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); - vconcat(temp1, temp2, Beta); - - hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); - hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); - vconcat(temp1, temp2, Beta_c); - - vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc); - } - return det_w - det_c + update_term + Omegac - trace(Beta * Psic).val[0] - imgProcessingSize.width * imgProcessingSize.height * temporalSize; -} + unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; + for ( int j = 0; j < all.size[1]; j++ ) + { + all.at(i, j) = (double)img_sq[j + 1 + index - temporalSize].at(rt, ct); + } + } + srand(0); + for ( int i = 0; i < center.size[0]; i++ ) + { + unsigned rt = rand() % centerSize + r - (centerSize - 1) / 2, ct = rand() % centerSize + c - (centerSize - 1) / 2; + for ( int j = 0; j < center.size[1]; j++ ) + { + center.at(i, j) = (double)img_sq[j + 1 + index - temporalSize].at(rt, ct); + } + } + srand(0); + for ( int i = 0; i < surround.size[0]; i++ ) + { + unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; + while ((abs(rt - r) < (centerSize / 2)) && (abs(ct - c) < (centerSize / 2))) + { + rt = rand() % (r2 - r1) + r1; + ct = rand() % (c2 - c1) + c1; + } + for ( int j = 0; j < surround.size[1]; j++ ) + { + surround.at(i, j) = (double)img_sq[j + 1 + index - temporalSize].at(rt, ct); + } + } -void DiscriminantSaliency::dynamicTextureEstimator( const Mat img_sq, DT& para ) -{ - - unsigned tau = img_sq.size[1]; //row represents pixel location and column represents temporal location - Mat me( img_sq.size[0], 1, CV_64F, Scalar::all(0.0) ); - Mat temp( img_sq.size[0], img_sq.size[1], CV_64F, Scalar::all(0.0) ); - Mat X, V, B, W, Y; - - for ( unsigned i = 0; i < tau; i++ ) + } + + double DiscriminantSaliency::KLdivDT( const DT& para_c, const DT& para_w ) + { + Mat temp1, temp2, Eig; + Mat MU_c = para_c.MU.clone();//1 + Mat MU_w = para_w.MU.clone();//1 + Mat S_c = para_c.S.clone();//1 + Mat S_w = para_w.S.clone();//1 + Mat Beta = ((para_w.S.inv()) + Mat::eye(para_w.S.size(), CV_64F) / (para_w.VAR)).inv();//1 + Mat Beta_c = ((para_c.S.inv()) + Mat::eye(para_c.S.size(), CV_64F) / (para_c.VAR)).inv();//1 + Mat Omega = -1 * para_w.Q.inv() * para_w.A;//const + Mat Omega_c = -1 * para_c.Q.inv() * para_c.A; + Mat Theta = (para_w.S.inv()) + (para_w.A.t()) * (para_w.Q.inv()) * (para_w.A);//const + Mat Theta_c = (para_c.S.inv()) + (para_c.A.t()) * (para_c.Q.inv()) * (para_c.A); + Mat Tc = para_w.C.t() * para_c.C;//const + Mat Vc = para_w.C.t() * para_c.C * MU_c - MU_w;//1 + double Omegac = trace(para_c.S).val[0] / para_w.VAR + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(Beta).val[0]; + Mat Psic = 1 / pow(para_w.VAR, 2) * Tc * para_c.S * Tc.t(); + + Mat U_c = para_c.A * para_c.S;//2 + Mat U_w = para_w.A * para_w.S;//2 + Mat G = -1 * Beta * Omega;//2 + Mat G_c = -1 * Beta_c * Omega_c; + Mat H = Theta + Mat::eye(Theta.size(), CV_64F) / (para_w.VAR) - Omega.t() * Beta * Omega;//2 + Mat H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / (para_c.VAR) - Omega_c.t() * Beta_c * Omega_c; + S_w = para_w.A * S_w * para_w.A.t() + para_w.Q;//2 + MU_c = para_c.A * MU_c;//2 + MU_w = para_w.A * MU_w;//2 + Mat Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w;//2 + + PCA pt_pca((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), cv::Mat(), 1, 0); + Eig = pt_pca.eigenvalues; + //eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); + Eig /= para_w.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + double det_w = imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; + + pt_pca = PCA((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta_c.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), cv::Mat(), 1, 0); + Eig = pt_pca.eigenvalues; + //eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); + Eig /= para_c.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + double det_c = imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; + + Mat Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR;//2 + temp1 = (1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc);//2 + + double update_term = pow(norm(Zc), 2) / para_w.VAR - temp1.at(0, 0); + Mat Xic = 1 / pow(para_w.VAR, 2) * para_c.A * para_c.S * Tc.t(); + + S_c = para_c.A * S_c * para_c.A.t() + para_c.Q;//2 + + Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv() * G.t() * G).val[0]; + + hconcat(Psic, Xic.t() * Tc.t(), temp1); + hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); + vconcat(temp1, temp2, Psic);//Psic 2 + + hconcat(H.inv(), H.inv() * G.t(), temp1); + hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); + vconcat(temp1, temp2, Beta);//Beta 2 + + hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); + hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); + vconcat(temp1, temp2, Beta_c); + + vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc);//2 + + for ( unsigned i = 2; i < temporalSize; i++) + { + hconcat(para_c.A * U_c, para_c.A * S_c, U_c); + hconcat(para_w.A * U_w, para_w.A * S_w, U_w); + vconcat(-1 * H.inv() * Omega, -1 * G * H.inv() * Omega, G); + vconcat(-1 * H_c.inv() * Omega_c, -1 * G_c * H_c.inv() * Omega_c, G_c); + H = Theta + Mat::eye(Theta.size(), CV_64F) / para_w.VAR - Omega.t() * H.inv() * Omega; + H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / para_c.VAR - Omega_c.t() * H_c.inv() * Omega_c; + + S_w = para_w.A * S_w * para_w.A.t() + para_w.Q; + MU_c = para_c.A * MU_c; + MU_w = para_w.A * MU_w; + Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w; + + pt_pca = PCA((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), cv::Mat(), 1, 0); + //eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); + Eig = pt_pca.eigenvalues; + Eig /= para_w.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + det_w += imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; + + pt_pca = PCA((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta_c.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), cv::Mat(), 1, 0); + //eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); + Eig = pt_pca.eigenvalues; + Eig /= para_c.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + det_c += imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; + + Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR; + temp1 = pow(norm(Zc), 2) / para_w.VAR - 1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc; + update_term += temp1.at(0, 0); + hconcat(1/pow(para_w.VAR, 2) * para_c.A * Xic, 1/pow(para_w.VAR, 2) * para_c.A * S_c * Tc.t(), Xic); + S_c = para_c.A * S_c * para_c.A.t() + para_c.Q; + Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR; + Omegac -= para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace((H.inv()) * (G.t()) * G).val[0]; + + hconcat(Psic, Xic.t() * Tc.t(), temp1); + hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); + vconcat(temp1, temp2, Psic); + + hconcat(H.inv(), H.inv() * G.t(), temp1); + hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); + vconcat(temp1, temp2, Beta); + + hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); + hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); + vconcat(temp1, temp2, Beta_c); + + vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc); + } + return det_w - det_c + update_term + Omegac - trace(Beta * Psic).val[0] - imgProcessingSize.width * imgProcessingSize.height * temporalSize; + } + + void DiscriminantSaliency::dynamicTextureEstimator( const Mat img_sq, DT& para) { - me += img_sq.col(i) / tau; + + unsigned tau = img_sq.size[1]; //row represents pixel location and column represents temporal location + Mat me( img_sq.size[0], 1, CV_64F, Scalar::all(0.0) ); + Mat temp( img_sq.size[0], img_sq.size[1], CV_64F, Scalar::all(0.0) ); + Mat X, V, B, W, Y; + + for ( unsigned i = 0; i < tau; i++ ) + { + me += img_sq.col(i) / tau; + } + temp += me * Mat::ones(1, temp.size[1], CV_64F) * (-1); + temp += img_sq; + Y = temp.clone(); + temp = temp.colRange(0, tau); + + SVD s = SVD(temp, SVD::MODIFY_A); + para.C = s.u.colRange(0, hiddenSpaceDimension); + para.C = para.C.clone(); + X = Mat::diag(s.w.rowRange(0, hiddenSpaceDimension)) * s.vt.rowRange(0, hiddenSpaceDimension); + para.A = (X.colRange(1, tau) * (X.colRange(0, tau - 1)).inv(DECOMP_SVD)); + para.A = para.A.clone(); + + V = (X.colRange(1, tau) - para.A * X.colRange(0, tau - 1)); + V = V.clone(); + SVD sv = SVD(V, SVD::MODIFY_A); + B = sv.u * Mat::diag(sv.w) / sqrt(tau - 1); + para.Q = (B * B.t()); + para.Q = para.Q.clone(); + + + /*Mat rnd = Mat(B.size[1], 1, CV_64F, Scalar::all(0.0)); + cv::Mat mean = cv::Mat::zeros(1,1,CV_64FC1); + cv::Mat sigma= cv::Mat::ones(1,1,CV_64FC1); + cv::randn(rnd, mean, sigma); + Mat Xt = X.col(tau - 1); + W = (Y.col(tau) - para.C * (para.A * Xt + B * rnd)); + + Mat mea, std; + meanStdDev(W, me, std); + W -= me; + //para.VAR = pow(std.at(0, 0), 2); + SVD sw = SVD(W, SVD::MODIFY_A); + B = sw.u * Mat::diag(sw.w) / sqrt(tau - 1); + para.R = (B * B.t()); + para.R = para.R.clone(); + para.VAR = (trace(para.R).val[0] / para.R.size[0]);*/ + para.VAR = 1; + + para.MU = Mat( hiddenSpaceDimension, 1, CV_64F, Scalar::all(0.0) ); + for (unsigned i = 0; i < tau; i++ ) + { + para.MU += X.col(i) / tau; + } + para.S = (X - para.MU * Mat::ones(1, tau, CV_64F)) * ((X - para.MU * Mat::ones(1, tau, CV_64F)).t()) / (tau - 1); + para.S = para.S.clone(); } - temp += me * Mat::ones(1, tau, CV_64F) * (-1); - temp += img_sq; - Y = temp.clone(); - - SVD s = SVD(temp, SVD::MODIFY_A); - para.C = s.u.colRange(0, hiddenSpaceDimension); - para.C = para.C.clone(); - X = Mat::diag(s.w.rowRange(0, hiddenSpaceDimension)) * s.vt.rowRange(0, hiddenSpaceDimension); - para.A = (X.colRange(1, tau) * (X.colRange(0, tau - 1)).inv()); - para.A = para.A.clone(); - - V = (X.colRange(1, tau) - para.A * X.colRange(0, tau - 1)); - V = V.clone(); - SVD sv = SVD(V, SVD::MODIFY_A); - B = sv.u * Mat::diag(sv.w) / sqrt(tau - 1); - para.Q = (B * B.t()); - para.Q = para.Q.clone(); - - W = (Y - para.C * X); - W = W.clone(); - SVD sw = SVD(W, SVD::MODIFY_A); - B = sw.u * Mat::diag(sw.w) / sqrt(tau - 1); - para.R = (B * B.t()); - para.R = para.R.clone(); - para.VAR = (trace(para.R).val[0] / para.R.size[0]); - - para.MU = Mat( hiddenSpaceDimension, 1, CV_64F, Scalar::all(0.0) ); - for (unsigned i = 0; i < tau; i++ ) + + void DiscriminantSaliency::saliencyMapVisualize( InputArray _saliencyMap ) { - para.MU += X.col(i) / tau; + Mat saliency = _saliencyMap.getMat().clone(); + double mi = 0, ma = 0; + minMaxLoc( saliency, &mi, &ma ); + saliency -= mi; + saliency /= ( ma - mi ); + imshow( "saliencyVisual", saliency ); + waitKey( 0 ); } - para.S = (X - para.MU * Mat::ones(1, tau, CV_64F)) * ((X - para.MU * Mat::ones(1, tau, CV_64F)).t()) / (tau - 1); - para.S = para.S.clone(); -} } -} \ No newline at end of file +} From f8e2748683241cafb8f05d292eea6aa7e7a1db0b Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Tue, 18 Jul 2017 23:15:56 -0400 Subject: [PATCH 30/44] refine sp algorithm module --- .../saliency/saliencySpecializedClasses.hpp | 3 +- modules/saliency/src/DiscriminantSaliency.cpp | 545 +++++++++--------- 2 files changed, 284 insertions(+), 264 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index d356b616c36..ed3feff8c0b 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -315,7 +315,7 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency unsigned windowSize; unsigned patchSize; unsigned temporalSize; - unsigned patchNumber; + unsigned stride; public: struct DT { @@ -328,6 +328,7 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency double VAR; }; DiscriminantSaliency(); + DiscriminantSaliency(unsigned = 1, Size = Size(127, 127), unsigned = 10, unsigned = 8, unsigned = 96, unsigned = 400, unsigned = 11); virtual ~DiscriminantSaliency(); CV_WRAP static Ptr create() { diff --git a/modules/saliency/src/DiscriminantSaliency.cpp b/modules/saliency/src/DiscriminantSaliency.cpp index b94c5d88930..3d2160d4f3d 100644 --- a/modules/saliency/src/DiscriminantSaliency.cpp +++ b/modules/saliency/src/DiscriminantSaliency.cpp @@ -27,291 +27,310 @@ namespace cv { namespace saliency { - DiscriminantSaliency::DiscriminantSaliency() - { - imgProcessingSize = Size(127, 127); - hiddenSpaceDimension = 10; - centerSize = 8; - windowSize = 96; - patchSize = 8; - temporalSize = 11; - patchNumber = 5; - CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height ); - } +DiscriminantSaliency::DiscriminantSaliency() +{ + imgProcessingSize = Size(127, 127); + hiddenSpaceDimension = 10; + centerSize = 8; + windowSize = 96; + patchSize = 400; + temporalSize = 11; + stride = 1; + CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height ); +} - DiscriminantSaliency::~DiscriminantSaliency(){} +DiscriminantSaliency::DiscriminantSaliency(unsigned _stride, Size _imgProcessingSize, unsigned _hidden, unsigned _center, unsigned _window, unsigned _patch, unsigned _temporal) +{ + imgProcessingSize = _imgProcessingSize; + hiddenSpaceDimension = _hidden; + centerSize = _center; + windowSize = _window; + patchSize = _patch; + temporalSize = _temporal; + stride = _stride; + CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height ); +} - bool DiscriminantSaliency::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) - { - vector img_sq, saliency_sq; - image.getMatVector(img_sq); - saliencyMap.getMatVector(saliency_sq); - cout << saliency_sq.size() << endl; - CV_Assert( !(img_sq.empty()) || !(img_sq[0].empty()) ); - return true; - } +DiscriminantSaliency::~DiscriminantSaliency(){} + +bool DiscriminantSaliency::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) +{ + vector img_sq, saliency_sq; + image.getMatVector(img_sq); + saliencyMap.getMatVector(saliency_sq); + cout << saliency_sq.size() << endl; + CV_Assert( !(img_sq.empty()) || !(img_sq[0].empty()) ); + return true; +} - vector DiscriminantSaliency::saliencyMapGenerator( const std::vector& img_sq ) +vector DiscriminantSaliency::saliencyMapGenerator( const std::vector& img_sq ) +{ + CV_Assert( img_sq.size() >= temporalSize ); + vector saliency_sq; + for ( unsigned i = temporalSize - 1; i < img_sq.size(); i++ ) { - CV_Assert( img_sq.size() >= temporalSize ); - vector saliency_sq; - for ( unsigned i = temporalSize - 1; i < img_sq.size(); i++ ) + saliency_sq.push_back(Mat(imgProcessingSize, CV_64F, Scalar::all(0.0))); + for ( unsigned r = (centerSize - 1) / 2; r < imgProcessingSize.height - (centerSize - (centerSize - 1) / 2); r+= (2 * stride + 1) ) + { + for ( unsigned c = (centerSize - 1) / 2; c < imgProcessingSize.width - (centerSize - (centerSize - 1) / 2); c+= (2 * stride + 1) ) { - saliency_sq.push_back(Mat(imgProcessingSize, CV_64F, Scalar::all(0.0))); - for ( unsigned r = (centerSize - 1) / 2; r < imgProcessingSize.height - (centerSize - (centerSize - 1) / 2); r++) + Mat center, surround, all; + DT para_c0, para_c1, para_w; + patchGenerator(img_sq, i, r, c, center, surround, all); + //dynamicTextureEstimator( surround, para_c0 ); + dynamicTextureEstimator( center, para_c1 ); + dynamicTextureEstimator( all, para_w ); + double kl1 = KLdivDT( para_c1, para_w );//, kl0 = KLdivDT( para_c0, para_w ); + + for ( unsigned rn = r - stride; rn <= r + stride; rn++) + { + for ( unsigned cn = c - stride; cn <= c + stride; cn++) { - for ( unsigned c = (centerSize - 1) / 2; c < imgProcessingSize.width - (centerSize - (centerSize - 1) / 2); c++) - { - Mat center, surround, all; - DT para_c0, para_c1, para_w; - patchGenerator(img_sq, i, r, c, center, surround, all); - //dynamicTextureEstimator( surround, para_c0 ); - dynamicTextureEstimator( center, para_c1 ); - dynamicTextureEstimator( all, para_w ); - double kl1 = KLdivDT( para_c1, para_w );//, kl0 = KLdivDT( para_c0, para_w ); - saliency_sq[0].at(r, c) = kl1; - } + saliency_sq.back().at(rn, cn) = max(saliency_sq.back().at(rn, cn), kl1); } - } - return saliency_sq; + } + //saliency_sq.back().at(r, c) = kl1; + //cout << r << " " << c << endl; + } + } } + return saliency_sq; +} - void DiscriminantSaliency::patchGenerator( const vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ) +void DiscriminantSaliency::patchGenerator( const vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ) +{ + unsigned r1 = max(r - (windowSize - 1) / 2, (unsigned)0), c1 = max(c - (windowSize - 1) / 2, (unsigned)0); + unsigned r2 = min(r1 + windowSize, (unsigned)imgProcessingSize.height), c2 = min(c1 + windowSize, (unsigned)imgProcessingSize.width); + all = Mat(patchSize, temporalSize, CV_64F, Scalar::all(0.0)); + surround = Mat(patchSize, temporalSize, CV_64F, Scalar::all(0.0)); + center = Mat(patchSize, temporalSize, CV_64F, Scalar::all(0.0)); + srand(0); + for ( int i = 0; i < all.size[0]; i++ ) { - unsigned r1 = max(r - (windowSize - 1) / 2, (unsigned)0), c1 = max(c - (windowSize - 1) / 2, (unsigned)0); - unsigned r2 = min(r1 + windowSize, (unsigned)imgProcessingSize.height), c2 = min(c1 + windowSize, (unsigned)imgProcessingSize.width); - all = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); - surround = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); - center = Mat(patchSize * patchSize * patchNumber, temporalSize, CV_64F, Scalar::all(0.0)); - srand(0); - for ( int i = 0; i < all.size[0]; i++ ) - { - - unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; - for ( int j = 0; j < all.size[1]; j++ ) - { - all.at(i, j) = (double)img_sq[j + 1 + index - temporalSize].at(rt, ct); - } - } - srand(0); - for ( int i = 0; i < center.size[0]; i++ ) - { - unsigned rt = rand() % centerSize + r - (centerSize - 1) / 2, ct = rand() % centerSize + c - (centerSize - 1) / 2; - for ( int j = 0; j < center.size[1]; j++ ) - { - center.at(i, j) = (double)img_sq[j + 1 + index - temporalSize].at(rt, ct); - } - } - srand(0); - for ( int i = 0; i < surround.size[0]; i++ ) - { - unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; - while ((abs(rt - r) < (centerSize / 2)) && (abs(ct - c) < (centerSize / 2))) - { - rt = rand() % (r2 - r1) + r1; - ct = rand() % (c2 - c1) + c1; - } - for ( int j = 0; j < surround.size[1]; j++ ) - { - surround.at(i, j) = (double)img_sq[j + 1 + index - temporalSize].at(rt, ct); - } - } - + unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; + for ( int j = 0; j < all.size[1]; j++ ) + { + all.at(i, j) = (double)img_sq[j + 1 + index - temporalSize].at(rt, ct); + } } - - double DiscriminantSaliency::KLdivDT( const DT& para_c, const DT& para_w ) + srand(0); + for ( int i = 0; i < center.size[0]; i++ ) { - Mat temp1, temp2, Eig; - Mat MU_c = para_c.MU.clone();//1 - Mat MU_w = para_w.MU.clone();//1 - Mat S_c = para_c.S.clone();//1 - Mat S_w = para_w.S.clone();//1 - Mat Beta = ((para_w.S.inv()) + Mat::eye(para_w.S.size(), CV_64F) / (para_w.VAR)).inv();//1 - Mat Beta_c = ((para_c.S.inv()) + Mat::eye(para_c.S.size(), CV_64F) / (para_c.VAR)).inv();//1 - Mat Omega = -1 * para_w.Q.inv() * para_w.A;//const - Mat Omega_c = -1 * para_c.Q.inv() * para_c.A; - Mat Theta = (para_w.S.inv()) + (para_w.A.t()) * (para_w.Q.inv()) * (para_w.A);//const - Mat Theta_c = (para_c.S.inv()) + (para_c.A.t()) * (para_c.Q.inv()) * (para_c.A); - Mat Tc = para_w.C.t() * para_c.C;//const - Mat Vc = para_w.C.t() * para_c.C * MU_c - MU_w;//1 - double Omegac = trace(para_c.S).val[0] / para_w.VAR + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(Beta).val[0]; - Mat Psic = 1 / pow(para_w.VAR, 2) * Tc * para_c.S * Tc.t(); - - Mat U_c = para_c.A * para_c.S;//2 - Mat U_w = para_w.A * para_w.S;//2 - Mat G = -1 * Beta * Omega;//2 - Mat G_c = -1 * Beta_c * Omega_c; - Mat H = Theta + Mat::eye(Theta.size(), CV_64F) / (para_w.VAR) - Omega.t() * Beta * Omega;//2 - Mat H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / (para_c.VAR) - Omega_c.t() * Beta_c * Omega_c; - S_w = para_w.A * S_w * para_w.A.t() + para_w.Q;//2 - MU_c = para_c.A * MU_c;//2 - MU_w = para_w.A * MU_w;//2 - Mat Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w;//2 - - PCA pt_pca((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), cv::Mat(), 1, 0); - Eig = pt_pca.eigenvalues; - //eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); - Eig /= para_w.VAR; - Eig += Mat::ones(Eig.size(), CV_64F); - log(Eig, Eig); - double det_w = imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; - - pt_pca = PCA((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta_c.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), cv::Mat(), 1, 0); - Eig = pt_pca.eigenvalues; - //eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); - Eig /= para_c.VAR; - Eig += Mat::ones(Eig.size(), CV_64F); - log(Eig, Eig); - double det_c = imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; - - Mat Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR;//2 - temp1 = (1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc);//2 - - double update_term = pow(norm(Zc), 2) / para_w.VAR - temp1.at(0, 0); - Mat Xic = 1 / pow(para_w.VAR, 2) * para_c.A * para_c.S * Tc.t(); - - S_c = para_c.A * S_c * para_c.A.t() + para_c.Q;//2 - - Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv() * G.t() * G).val[0]; - - hconcat(Psic, Xic.t() * Tc.t(), temp1); - hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); - vconcat(temp1, temp2, Psic);//Psic 2 - - hconcat(H.inv(), H.inv() * G.t(), temp1); - hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); - vconcat(temp1, temp2, Beta);//Beta 2 - - hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); - hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); - vconcat(temp1, temp2, Beta_c); - - vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc);//2 - - for ( unsigned i = 2; i < temporalSize; i++) - { - hconcat(para_c.A * U_c, para_c.A * S_c, U_c); - hconcat(para_w.A * U_w, para_w.A * S_w, U_w); - vconcat(-1 * H.inv() * Omega, -1 * G * H.inv() * Omega, G); - vconcat(-1 * H_c.inv() * Omega_c, -1 * G_c * H_c.inv() * Omega_c, G_c); - H = Theta + Mat::eye(Theta.size(), CV_64F) / para_w.VAR - Omega.t() * H.inv() * Omega; - H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / para_c.VAR - Omega_c.t() * H_c.inv() * Omega_c; - - S_w = para_w.A * S_w * para_w.A.t() + para_w.Q; - MU_c = para_c.A * MU_c; - MU_w = para_w.A * MU_w; - Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w; - - pt_pca = PCA((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), cv::Mat(), 1, 0); - //eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); - Eig = pt_pca.eigenvalues; - Eig /= para_w.VAR; - Eig += Mat::ones(Eig.size(), CV_64F); - log(Eig, Eig); - det_w += imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; - - pt_pca = PCA((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta_c.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), cv::Mat(), 1, 0); - //eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); - Eig = pt_pca.eigenvalues; - Eig /= para_c.VAR; - Eig += Mat::ones(Eig.size(), CV_64F); - log(Eig, Eig); - det_c += imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; - - Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR; - temp1 = pow(norm(Zc), 2) / para_w.VAR - 1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc; - update_term += temp1.at(0, 0); - hconcat(1/pow(para_w.VAR, 2) * para_c.A * Xic, 1/pow(para_w.VAR, 2) * para_c.A * S_c * Tc.t(), Xic); - S_c = para_c.A * S_c * para_c.A.t() + para_c.Q; - Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR; - Omegac -= para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace((H.inv()) * (G.t()) * G).val[0]; - - hconcat(Psic, Xic.t() * Tc.t(), temp1); - hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); - vconcat(temp1, temp2, Psic); - - hconcat(H.inv(), H.inv() * G.t(), temp1); - hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); - vconcat(temp1, temp2, Beta); - - hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); - hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); - vconcat(temp1, temp2, Beta_c); - - vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc); - } - return det_w - det_c + update_term + Omegac - trace(Beta * Psic).val[0] - imgProcessingSize.width * imgProcessingSize.height * temporalSize; + unsigned rt = rand() % centerSize + r - (centerSize - 1) / 2, ct = rand() % centerSize + c - (centerSize - 1) / 2; + for ( int j = 0; j < center.size[1]; j++ ) + { + center.at(i, j) = (double)img_sq[j + 1 + index - temporalSize].at(rt, ct); + } } - - void DiscriminantSaliency::dynamicTextureEstimator( const Mat img_sq, DT& para) + srand(0); + for ( int i = 0; i < surround.size[0]; i++ ) { - - unsigned tau = img_sq.size[1]; //row represents pixel location and column represents temporal location - Mat me( img_sq.size[0], 1, CV_64F, Scalar::all(0.0) ); - Mat temp( img_sq.size[0], img_sq.size[1], CV_64F, Scalar::all(0.0) ); - Mat X, V, B, W, Y; - - for ( unsigned i = 0; i < tau; i++ ) + unsigned rt = rand() % (r2 - r1) + r1, ct = rand() % (c2 - c1) + c1; + while ((abs(rt - r) < (centerSize / 2)) && (abs(ct - c) < (centerSize / 2))) { - me += img_sq.col(i) / tau; + rt = rand() % (r2 - r1) + r1; + ct = rand() % (c2 - c1) + c1; } - temp += me * Mat::ones(1, temp.size[1], CV_64F) * (-1); - temp += img_sq; - Y = temp.clone(); - temp = temp.colRange(0, tau); - - SVD s = SVD(temp, SVD::MODIFY_A); - para.C = s.u.colRange(0, hiddenSpaceDimension); - para.C = para.C.clone(); - X = Mat::diag(s.w.rowRange(0, hiddenSpaceDimension)) * s.vt.rowRange(0, hiddenSpaceDimension); - para.A = (X.colRange(1, tau) * (X.colRange(0, tau - 1)).inv(DECOMP_SVD)); - para.A = para.A.clone(); - - V = (X.colRange(1, tau) - para.A * X.colRange(0, tau - 1)); - V = V.clone(); - SVD sv = SVD(V, SVD::MODIFY_A); - B = sv.u * Mat::diag(sv.w) / sqrt(tau - 1); - para.Q = (B * B.t()); - para.Q = para.Q.clone(); - - - /*Mat rnd = Mat(B.size[1], 1, CV_64F, Scalar::all(0.0)); - cv::Mat mean = cv::Mat::zeros(1,1,CV_64FC1); - cv::Mat sigma= cv::Mat::ones(1,1,CV_64FC1); - cv::randn(rnd, mean, sigma); - Mat Xt = X.col(tau - 1); - W = (Y.col(tau) - para.C * (para.A * Xt + B * rnd)); - - Mat mea, std; - meanStdDev(W, me, std); - W -= me; - //para.VAR = pow(std.at(0, 0), 2); - SVD sw = SVD(W, SVD::MODIFY_A); - B = sw.u * Mat::diag(sw.w) / sqrt(tau - 1); - para.R = (B * B.t()); - para.R = para.R.clone(); - para.VAR = (trace(para.R).val[0] / para.R.size[0]);*/ - para.VAR = 1; - - para.MU = Mat( hiddenSpaceDimension, 1, CV_64F, Scalar::all(0.0) ); - for (unsigned i = 0; i < tau; i++ ) + for ( int j = 0; j < surround.size[1]; j++ ) { - para.MU += X.col(i) / tau; + surround.at(i, j) = (double)img_sq[j + 1 + index - temporalSize].at(rt, ct); } - para.S = (X - para.MU * Mat::ones(1, tau, CV_64F)) * ((X - para.MU * Mat::ones(1, tau, CV_64F)).t()) / (tau - 1); - para.S = para.S.clone(); } +} + +double DiscriminantSaliency::KLdivDT( const DT& para_c, const DT& para_w ) +{ + Mat temp1, temp2, Eig; + Mat MU_c = para_c.MU.clone();//1 + Mat MU_w = para_w.MU.clone();//1 + Mat S_c = para_c.S.clone();//1 + Mat S_w = para_w.S.clone();//1 + Mat Beta = ((para_w.S.inv()) + Mat::eye(para_w.S.size(), CV_64F) / (para_w.VAR)).inv();//1 + Mat Beta_c = ((para_c.S.inv()) + Mat::eye(para_c.S.size(), CV_64F) / (para_c.VAR)).inv();//1 + Mat Omega = -1 * para_w.Q.inv() * para_w.A;//const + Mat Omega_c = -1 * para_c.Q.inv() * para_c.A; + Mat Theta = (para_w.S.inv()) + (para_w.A.t()) * (para_w.Q.inv()) * (para_w.A);//const + Mat Theta_c = (para_c.S.inv()) + (para_c.A.t()) * (para_c.Q.inv()) * (para_c.A); + Mat Tc = para_w.C.t() * para_c.C;//const + Mat Vc = para_w.C.t() * para_c.C * MU_c - MU_w;//1 + double Omegac = trace(para_c.S).val[0] / para_w.VAR + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(Beta).val[0]; + Mat Psic = 1 / pow(para_w.VAR, 2) * Tc * para_c.S * Tc.t(); + + Mat U_c = para_c.A * para_c.S;//2 + Mat U_w = para_w.A * para_w.S;//2 + Mat G = -1 * Beta * Omega;//2 + Mat G_c = -1 * Beta_c * Omega_c; + Mat H = Theta + Mat::eye(Theta.size(), CV_64F) / (para_w.VAR) - Omega.t() * Beta * Omega;//2 + Mat H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / (para_c.VAR) - Omega_c.t() * Beta_c * Omega_c; + S_w = para_w.A * S_w * para_w.A.t() + para_w.Q;//2 + MU_c = para_c.A * MU_c;//2 + MU_w = para_w.A * MU_w;//2 + Mat Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w;//2 + + PCA pt_pca((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), cv::Mat(), 1, 0); + Eig = pt_pca.eigenvalues; + //eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); + Eig /= para_w.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + double det_w = imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; + + pt_pca = PCA((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta_c.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), cv::Mat(), 1, 0); + Eig = pt_pca.eigenvalues; + //eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); + Eig /= para_c.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + double det_c = imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; + + Mat Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR;//2 + temp1 = (1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc);//2 + + double update_term = pow(norm(Zc), 2) / para_w.VAR - temp1.at(0, 0); + Mat Xic = 1 / pow(para_w.VAR, 2) * para_c.A * para_c.S * Tc.t(); + + S_c = para_c.A * S_c * para_c.A.t() + para_c.Q;//2 + + Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv() * G.t() * G).val[0]; + + hconcat(Psic, Xic.t() * Tc.t(), temp1); + hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); + vconcat(temp1, temp2, Psic);//Psic 2 + + hconcat(H.inv(), H.inv() * G.t(), temp1); + hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); + vconcat(temp1, temp2, Beta);//Beta 2 + + hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); + hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); + vconcat(temp1, temp2, Beta_c); + + vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc);//2 + + for ( unsigned i = 2; i < temporalSize; i++) + { + hconcat(para_c.A * U_c, para_c.A * S_c, U_c); + hconcat(para_w.A * U_w, para_w.A * S_w, U_w); + vconcat(-1 * H.inv() * Omega, -1 * G * H.inv() * Omega, G); + vconcat(-1 * H_c.inv() * Omega_c, -1 * G_c * H_c.inv() * Omega_c, G_c); + H = Theta + Mat::eye(Theta.size(), CV_64F) / para_w.VAR - Omega.t() * H.inv() * Omega; + H_c = Theta_c + Mat::eye(Theta_c.size(), CV_64F) / para_c.VAR - Omega_c.t() * H_c.inv() * Omega_c; + + S_w = para_w.A * S_w * para_w.A.t() + para_w.Q; + MU_c = para_c.A * MU_c; + MU_w = para_w.A * MU_w; + Zc = 1 / para_w.VAR * para_w.C * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * Vc - para_c.C * MU_c + para_w.C * MU_w; + + pt_pca = PCA((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), cv::Mat(), 1, 0); + //eigen((S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()), Eig); + Eig = pt_pca.eigenvalues; + Eig /= para_w.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + det_w += imgProcessingSize.width * imgProcessingSize.height * log(para_w.VAR) + sum(Eig).val[0]; + + pt_pca = PCA((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta_c.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), cv::Mat(), 1, 0); + //eigen((S_c - 1 / para_c.VAR * U_c * (Mat::eye(Beta.size(), CV_64F) - Beta_c / para_c.VAR) * U_c.t()), Eig); + Eig = pt_pca.eigenvalues; + Eig /= para_c.VAR; + Eig += Mat::ones(Eig.size(), CV_64F); + log(Eig, Eig); + det_c += imgProcessingSize.width * imgProcessingSize.height * log(para_c.VAR) + sum(Eig).val[0]; + + Gama = (S_w - 1 / para_w.VAR * U_w * (Mat::eye(Beta.size(), CV_64F) - Beta / para_w.VAR) * U_w.t()).inv() + Mat::eye(S_w.size(), CV_64F) / para_w.VAR; + temp1 = pow(norm(Zc), 2) / para_w.VAR - 1 / para_w.VAR / para_w.VAR * Zc.t() * para_w.C * Gama.inv() * para_w.C.t() * Zc; + update_term += temp1.at(0, 0); + hconcat(1/pow(para_w.VAR, 2) * para_c.A * Xic, 1/pow(para_w.VAR, 2) * para_c.A * S_c * Tc.t(), Xic); + S_c = para_c.A * S_c * para_c.A.t() + para_c.Q; + Omegac += 1 / para_w.VAR * trace(S_c).val[0] + imgProcessingSize.width * imgProcessingSize.height * para_c.VAR / para_w.VAR; + Omegac -= para_c.VAR / pow(para_w.VAR, 2) * trace(H.inv()).val[0] - para_c.VAR / pow(para_w.VAR, 2) * trace((H.inv()) * (G.t()) * G).val[0]; + + hconcat(Psic, Xic.t() * Tc.t(), temp1); + hconcat(Tc * Xic, 1 / pow(para_w.VAR, 2) * Tc * S_c * Tc.t(), temp2); + vconcat(temp1, temp2, Psic); + + hconcat(H.inv(), H.inv() * G.t(), temp1); + hconcat(G * H.inv(), Beta + G * H.inv() * G.t(), temp2); + vconcat(temp1, temp2, Beta); + + hconcat(H_c.inv(), H_c.inv() * G_c.t(), temp1); + hconcat(G_c * H_c.inv(), Beta_c + G_c * H_c.inv() * G_c.t(), temp2); + vconcat(temp1, temp2, Beta_c); + + vconcat(Vc, para_w.C.t() * para_c.C * MU_c - MU_w, Vc); + } + return det_w - det_c + update_term + Omegac - trace(Beta * Psic).val[0] - imgProcessingSize.width * imgProcessingSize.height * temporalSize; +} + +void DiscriminantSaliency::dynamicTextureEstimator( const Mat img_sq, DT& para) +{ + + unsigned tau = img_sq.size[1]; //row represents pixel location and column represents temporal location + Mat me( img_sq.size[0], 1, CV_64F, Scalar::all(0.0) ); + Mat temp( img_sq.size[0], img_sq.size[1], CV_64F, Scalar::all(0.0) ); + Mat X, V, B, W, Y; - void DiscriminantSaliency::saliencyMapVisualize( InputArray _saliencyMap ) + for ( unsigned i = 0; i < tau; i++ ) { - Mat saliency = _saliencyMap.getMat().clone(); - double mi = 0, ma = 0; - minMaxLoc( saliency, &mi, &ma ); - saliency -= mi; - saliency /= ( ma - mi ); - imshow( "saliencyVisual", saliency ); - waitKey( 0 ); + me += img_sq.col(i) / tau; } + temp += me * Mat::ones(1, temp.size[1], CV_64F) * (-1); + temp += img_sq; + Y = temp.clone(); + temp = temp.colRange(0, tau); + + SVD s = SVD(temp, SVD::MODIFY_A); + para.C = s.u.colRange(0, hiddenSpaceDimension); + para.C = para.C.clone(); + X = Mat::diag(s.w.rowRange(0, hiddenSpaceDimension)) * s.vt.rowRange(0, hiddenSpaceDimension); + para.A = (X.colRange(1, tau) * (X.colRange(0, tau - 1)).inv(DECOMP_SVD)); + para.A = para.A.clone(); + + V = (X.colRange(1, tau) - para.A * X.colRange(0, tau - 1)); + V = V.clone(); + SVD sv = SVD(V, SVD::MODIFY_A); + B = sv.u * Mat::diag(sv.w) / sqrt(tau - 1); + para.Q = (B * B.t()); + para.Q = para.Q.clone(); + + + /*Mat rnd = Mat(B.size[1], 1, CV_64F, Scalar::all(0.0)); + cv::Mat mean = cv::Mat::zeros(1,1,CV_64FC1); + cv::Mat sigma= cv::Mat::ones(1,1,CV_64FC1); + cv::randn(rnd, mean, sigma); + Mat Xt = X.col(tau - 1); + W = (Y.col(tau) - para.C * (para.A * Xt + B * rnd)); + + Mat mea, std; + meanStdDev(W, me, std); + W -= me; + //para.VAR = pow(std.at(0, 0), 2); + SVD sw = SVD(W, SVD::MODIFY_A); + B = sw.u * Mat::diag(sw.w) / sqrt(tau - 1); + para.R = (B * B.t()); + para.R = para.R.clone(); + para.VAR = (trace(para.R).val[0] / para.R.size[0]);*/ + para.VAR = 1; + + para.MU = Mat( hiddenSpaceDimension, 1, CV_64F, Scalar::all(0.0) ); + for (unsigned i = 0; i < tau; i++ ) + { + para.MU += X.col(i) / tau; + } + para.S = (X - para.MU * Mat::ones(1, tau, CV_64F)) * ((X - para.MU * Mat::ones(1, tau, CV_64F)).t()) / (tau - 1); + para.S = para.S.clone(); +} + +void DiscriminantSaliency::saliencyMapVisualize( InputArray _saliencyMap ) +{ + Mat saliency = _saliencyMap.getMat().clone(); + double mi = 0, ma = 0; + minMaxLoc( saliency, &mi, &ma ); + saliency -= mi; + saliency /= ( ma - mi ); + imshow( "saliencyVisual", saliency ); + waitKey( 0 ); +} } } From 86e0b2f7bf44a70952caf5968f62090e4cddf914 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Wed, 19 Jul 2017 02:18:08 -0400 Subject: [PATCH 31/44] add sample of sp module --- .../saliency/saliencySpecializedClasses.hpp | 4 +- .../samples/DiscriminantSaliencySample.cpp | 63 +++++++++++++++++++ modules/saliency/src/DiscriminantSaliency.cpp | 10 ++- 3 files changed, 72 insertions(+), 5 deletions(-) create mode 100644 modules/saliency/samples/DiscriminantSaliencySample.cpp diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index ed3feff8c0b..dbaa3fc98f5 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -327,7 +327,7 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency Mat MU; double VAR; }; - DiscriminantSaliency(); +// DiscriminantSaliency(); DiscriminantSaliency(unsigned = 1, Size = Size(127, 127), unsigned = 10, unsigned = 8, unsigned = 96, unsigned = 400, unsigned = 11); virtual ~DiscriminantSaliency(); CV_WRAP static Ptr create() @@ -342,7 +342,7 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency } void dynamicTextureEstimator( const Mat, DT& ); void patchGenerator( const std::vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ); - std::vector saliencyMapGenerator( const std::vector& ); + std::vector saliencyMapGenerator( std::vector ); void saliencyMapVisualize( InputArray _saliencyMap ); protected: bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); diff --git a/modules/saliency/samples/DiscriminantSaliencySample.cpp b/modules/saliency/samples/DiscriminantSaliencySample.cpp new file mode 100644 index 00000000000..e8e40de4d20 --- /dev/null +++ b/modules/saliency/samples/DiscriminantSaliencySample.cpp @@ -0,0 +1,63 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + + +#include +#include +#include +#include +#include +#include +#include +#include + +using namespace std; +using namespace cv; +using namespace saliency; + + +int main(int argc, char* argv[]) +{ + const char *keys = + "{ help h usage ? | | show this message }" + "{ start_frame |0 | start frame index }" + "{ length |12 | # of frames video contain }" + "{ default |1 | use default deep net(AlexNet) and default weights }" + "{ video_name |skiing| the name of video in UCSD background subtraction }" + "{ img_folder_path|JPEGS| path to folder with frames }" + "{ res_level | 3 | resolution level of output saliency map. Suggested Range [0, 4]. The higher the level is, the fast the processing is, the lower the resolution is }"; + + CommandLineParser parser(argc, argv, keys); + if (parser.has("help")) + { + parser.printMessage(); + return 0; + } + vector img_sq; + DiscriminantSaliency t; + if ( parser.get( "default" ) ) + { + t = DiscriminantSaliency(); + } + else + { + t = DiscriminantSaliency(parser.get( "res_level" )); + } + for ( unsigned i = 1; i < parser.get( "length" ); i++ ) + { + char index[256] = {0}; + sprintf(index, "%d", i + parser.get( "start_frame" )); + Mat temp = imread(parser.get("img_folder_path") + "/" + parser.get("video_name") + "/frame_" + index + ".jpg", 0); + //Mat temp = imread(string("JPEGS/traffic/frame_") + index + ".jpg", 0); + //resize(temp, temp, Size(127, 127)); + img_sq.push_back(temp); + } + vector saliency_sq = t.saliencyMapGenerator(img_sq); + for ( unsigned i = 0; i < saliency_sq.size(); i++ ) + { + resize(saliency_sq[i], saliency_sq[i], Size(1024, 768)); + t.saliencyMapVisualize(saliency_sq[i]); + } + return 0; +} //main diff --git a/modules/saliency/src/DiscriminantSaliency.cpp b/modules/saliency/src/DiscriminantSaliency.cpp index 3d2160d4f3d..6a6d1018bd0 100644 --- a/modules/saliency/src/DiscriminantSaliency.cpp +++ b/modules/saliency/src/DiscriminantSaliency.cpp @@ -27,7 +27,7 @@ namespace cv { namespace saliency { -DiscriminantSaliency::DiscriminantSaliency() +/*DiscriminantSaliency::DiscriminantSaliency() { imgProcessingSize = Size(127, 127); hiddenSpaceDimension = 10; @@ -37,7 +37,7 @@ DiscriminantSaliency::DiscriminantSaliency() temporalSize = 11; stride = 1; CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height ); -} +}*/ DiscriminantSaliency::DiscriminantSaliency(unsigned _stride, Size _imgProcessingSize, unsigned _hidden, unsigned _center, unsigned _window, unsigned _patch, unsigned _temporal) { @@ -63,9 +63,13 @@ bool DiscriminantSaliency::computeSaliencyImpl( InputArray image, OutputArray sa return true; } -vector DiscriminantSaliency::saliencyMapGenerator( const std::vector& img_sq ) +vector DiscriminantSaliency::saliencyMapGenerator( std::vector img_sq ) { CV_Assert( img_sq.size() >= temporalSize ); + for ( unsigned i = 0; i < img_sq.size(); i++ ) + { + resize(img_sq[i], img_sq[i], imgProcessingSize); + } vector saliency_sq; for ( unsigned i = temporalSize - 1; i < img_sq.size(); i++ ) { From 55326e43395ae94ae53416d1ca0676d8b8d88377 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Thu, 20 Jul 2017 02:16:57 -0400 Subject: [PATCH 32/44] fix patchGenerator overflow bug --- .../saliency/saliencySpecializedClasses.hpp | 2 +- .../samples/DiscriminantSaliencySample.cpp | 3 ++- modules/saliency/src/DiscriminantSaliency.cpp | 18 +++++++++--------- 3 files changed, 12 insertions(+), 11 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index dbaa3fc98f5..c62399bbdb7 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -342,7 +342,7 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency } void dynamicTextureEstimator( const Mat, DT& ); void patchGenerator( const std::vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ); - std::vector saliencyMapGenerator( std::vector ); + std::vector saliencyMapGenerator( std::vector, std::vector& ); void saliencyMapVisualize( InputArray _saliencyMap ); protected: bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); diff --git a/modules/saliency/samples/DiscriminantSaliencySample.cpp b/modules/saliency/samples/DiscriminantSaliencySample.cpp index e8e40de4d20..67dc9457d46 100644 --- a/modules/saliency/samples/DiscriminantSaliencySample.cpp +++ b/modules/saliency/samples/DiscriminantSaliencySample.cpp @@ -53,7 +53,8 @@ int main(int argc, char* argv[]) //resize(temp, temp, Size(127, 127)); img_sq.push_back(temp); } - vector saliency_sq = t.saliencyMapGenerator(img_sq); + vector saliency_sq; + t.computeSaliency(img_sq, saliency_sq); for ( unsigned i = 0; i < saliency_sq.size(); i++ ) { resize(saliency_sq[i], saliency_sq[i], Size(1024, 768)); diff --git a/modules/saliency/src/DiscriminantSaliency.cpp b/modules/saliency/src/DiscriminantSaliency.cpp index 6a6d1018bd0..867009d0196 100644 --- a/modules/saliency/src/DiscriminantSaliency.cpp +++ b/modules/saliency/src/DiscriminantSaliency.cpp @@ -48,35 +48,35 @@ DiscriminantSaliency::DiscriminantSaliency(unsigned _stride, Size _imgProcessing patchSize = _patch; temporalSize = _temporal; stride = _stride; - CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height ); + CV_Assert( hiddenSpaceDimension <= temporalSize && temporalSize <= (unsigned)imgProcessingSize.width * imgProcessingSize.height && stride <= (centerSize - 1) / 2 ); } DiscriminantSaliency::~DiscriminantSaliency(){} bool DiscriminantSaliency::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) { - vector img_sq, saliency_sq; + vector img_sq; image.getMatVector(img_sq); - saliencyMap.getMatVector(saliency_sq); - cout << saliency_sq.size() << endl; + vector& saliency_sq = *( std::vector* ) saliencyMap.getObj(); CV_Assert( !(img_sq.empty()) || !(img_sq[0].empty()) ); + saliencyMapGenerator(img_sq, saliency_sq); return true; } -vector DiscriminantSaliency::saliencyMapGenerator( std::vector img_sq ) +vector DiscriminantSaliency::saliencyMapGenerator( vector img_sq, vector& saliency_sq ) { CV_Assert( img_sq.size() >= temporalSize ); for ( unsigned i = 0; i < img_sq.size(); i++ ) { resize(img_sq[i], img_sq[i], imgProcessingSize); } - vector saliency_sq; + //vector saliency_sq; for ( unsigned i = temporalSize - 1; i < img_sq.size(); i++ ) { saliency_sq.push_back(Mat(imgProcessingSize, CV_64F, Scalar::all(0.0))); - for ( unsigned r = (centerSize - 1) / 2; r < imgProcessingSize.height - (centerSize - (centerSize - 1) / 2); r+= (2 * stride + 1) ) + for ( unsigned r = (centerSize - 1) / 2; r < imgProcessingSize.height - (centerSize - (centerSize - 1) / 2 - 1); r+= (2 * stride + 1) ) { - for ( unsigned c = (centerSize - 1) / 2; c < imgProcessingSize.width - (centerSize - (centerSize - 1) / 2); c+= (2 * stride + 1) ) + for ( unsigned c = (centerSize - 1) / 2; c < imgProcessingSize.width - (centerSize - (centerSize - 1) / 2 - 1); c+= (2 * stride + 1) ) { Mat center, surround, all; DT para_c0, para_c1, para_w; @@ -103,7 +103,7 @@ vector DiscriminantSaliency::saliencyMapGenerator( std::vector img_sq void DiscriminantSaliency::patchGenerator( const vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ) { - unsigned r1 = max(r - (windowSize - 1) / 2, (unsigned)0), c1 = max(c - (windowSize - 1) / 2, (unsigned)0); + unsigned r1 = max((int)r - ((int)windowSize - 1) / 2, 0), c1 = max((int)c - ((int)windowSize - 1) / 2, 0); unsigned r2 = min(r1 + windowSize, (unsigned)imgProcessingSize.height), c2 = min(c1 + windowSize, (unsigned)imgProcessingSize.width); all = Mat(patchSize, temporalSize, CV_64F, Scalar::all(0.0)); surround = Mat(patchSize, temporalSize, CV_64F, Scalar::all(0.0)); From 92f07ad08d5b7169ffe476383125f306340edc46 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Wed, 9 Aug 2017 03:28:28 -0400 Subject: [PATCH 33/44] roughly finish BD algorithm --- modules/saliency/CMakeLists.txt | 2 +- .../saliency/saliencySpecializedClasses.hpp | 34 +++ modules/saliency/src/BackgroundContrast.cpp | 248 ++++++++++++++++++ 3 files changed, 283 insertions(+), 1 deletion(-) create mode 100644 modules/saliency/src/BackgroundContrast.cpp diff --git a/modules/saliency/CMakeLists.txt b/modules/saliency/CMakeLists.txt index 30ca6467fdc..3728a04478b 100644 --- a/modules/saliency/CMakeLists.txt +++ b/modules/saliency/CMakeLists.txt @@ -4,6 +4,6 @@ endif() set(the_description "Saliency API") -ocv_define_module(saliency opencv_imgproc opencv_datasets opencv_features2d opencv_dnn WRAP python) +ocv_define_module(saliency opencv_imgproc opencv_datasets opencv_features2d opencv_dnn opencv_ximgproc WRAP python) ocv_warnings_disable(CMAKE_CXX_FLAGS -Woverloaded-virtual) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index c62399bbdb7..0f79e2f83e6 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -196,6 +196,40 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency std::vector fixationLoc( Mat, Size ); }; +/** @brief the Deep Gaze 1 Saliency approach from + +This method use the convolution layers of the pretrained AlexNet, linear combination, center bias and softmax to generate saliency map +*/ +class CV_EXPORTS_W BackgroundContrast : public StaticSaliency +{ +//private: + +public: + BackgroundContrast(); + virtual ~BackgroundContrast(); + CV_WRAP static Ptr create() + { + return makePtr(); + } + CV_WRAP bool computeSaliency( InputArray image, OutputArray saliencyMap ) + { + if( image.empty() ) + return false; + return computeSaliencyImpl( image, saliencyMap ); + } + Mat saliencyMapGenerator( const Mat ); + void saliencyMapVisualize( InputArray _saliencyMap ); +protected: + bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); + void superpixelSplit( const Mat, Mat&, Mat& ); + std::vector getBndPatchIds( const Mat, int = 8); + void getColorPosDis( const Mat, const Mat, Mat&, Mat&, int ); + void boundaryConnectivity( const Mat, const Mat, Mat&, std::vector, double = 3.0, double = 7.0 ); + void getWeightedContrast( const Mat, const Mat, const Mat, Mat& ); +}; + + + /************************************ Specific Motion Saliency Specialized Classes ************************************/ diff --git a/modules/saliency/src/BackgroundContrast.cpp b/modules/saliency/src/BackgroundContrast.cpp new file mode 100644 index 00000000000..0671924466e --- /dev/null +++ b/modules/saliency/src/BackgroundContrast.cpp @@ -0,0 +1,248 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + +#include +#include +#include +#include +#include +#include +#include "precomp.hpp" +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + + +using namespace std; +using namespace cv; +using namespace cv::saliency; +using namespace cv::ximgproc; + +namespace cv +{ +namespace saliency +{ + +BackgroundContrast::BackgroundContrast() +{ + +} +BackgroundContrast::~BackgroundContrast(){}; + +Mat BackgroundContrast::saliencyMapGenerator( const Mat img ) +{ + Mat idxImg, adjcMatrix, colDistM, posDistM, bdProb, wCtr, saliency; + superpixelSplit(img, idxImg, adjcMatrix); + vector bdIds = getBndPatchIds(idxImg); + for (unsigned i = 0; i < bdIds.size(); i++) + { + for (unsigned j = 0; j < bdIds.size(); j++) + { + adjcMatrix.at(i, j) = 1; + } + } + getColorPosDis(img, idxImg, colDistM, posDistM, adjcMatrix.size[0]); + boundaryConnectivity(adjcMatrix, colDistM, bdProb, bdIds); + getWeightedContrast(colDistM, posDistM, bdProb, wCtr); + saliency = Mat(img.size[0], img.size[1], CV_64F, Scalar::all(0.0)); + for (int i = 0; i < img.size[0]; i++) + { + for (int j = 0; j < img.size[1]; j++) + { + saliency.at(i, j) = wCtr.at(idxImg.at(i, j), 0); + } + } + return saliency; +} + +bool BackgroundContrast::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) +{ + return true; +} + +void BackgroundContrast::superpixelSplit( const Mat img, Mat& idxImg, Mat& adjcMatrix) +{ + Ptr seeds; + seeds = createSuperpixelSEEDS( img.size().width, img.size().height, img.channels(), min(img.size().width * img.size().height / 600, 300), 4, 2, 5, false); + seeds->iterate( img, 4 ); + Mat mask; + adjcMatrix = Mat::eye( seeds->getNumberOfSuperpixels(), seeds->getNumberOfSuperpixels(), CV_8U ); + seeds->getLabels(idxImg); + seeds->getLabelContourMask(mask, true); + for ( int i = 0; i < mask.size[0]; i++ ) + { + for (int j = 0; j < mask.size[1]; j++ ) + { + if (mask.at(i, j) != 0) + { + if ( idxImg.at(i, j) != idxImg.at(max(i - 1, 0), j) ) + { + adjcMatrix.at(idxImg.at(i, j), idxImg.at(i - 1, j)) = 2; + adjcMatrix.at(idxImg.at(i - 1, j), idxImg.at(i, j)) = 2; + } + if ( idxImg.at(i, j) != idxImg.at(min(i + 1, mask.size[0] - 1), j) ) + { + adjcMatrix.at(idxImg.at(i, j), idxImg.at(i + 1, j)) = 2; + adjcMatrix.at(idxImg.at(i + 1, j), idxImg.at(i, j)) = 2; + } + if ( idxImg.at(i, j) != idxImg.at(i, max(j - 1, 0)) ) + { + adjcMatrix.at(idxImg.at(i, j), idxImg.at(i, j - 1)) = 2; + adjcMatrix.at(idxImg.at(i, j - 1), idxImg.at(i, j)) = 2; + } + if ( idxImg.at(i, j) != idxImg.at(i, min(j + 1, mask.size[1] - 1)) ) + { + adjcMatrix.at(idxImg.at(i, j), idxImg.at(i, j + 1)) = 2; + adjcMatrix.at(idxImg.at(i, j + 1), idxImg.at(i, j)) = 2; + } + } + } + } +} + +vector BackgroundContrast::getBndPatchIds( const Mat idxImg, int thickness ) +{ + set BndPatchIds; + CV_Assert(idxImg.size[0] > 2 * thickness && idxImg.size[1] > 2 * thickness); + for ( int i = 0; i < idxImg.size[0]; i++) + { + for (int j = 0; j < idxImg.size[1]; j++) + { + if ( ((i >= 0 && i < thickness) || (i >= idxImg.size[0] - thickness && i < idxImg.size[0])) || ((j >= 0 && j < thickness) || (j >= idxImg.size[1] - thickness && j < idxImg.size[1]))) + { + BndPatchIds.insert(idxImg.at(i, j)); + } + } + } + vector res(BndPatchIds.begin(), BndPatchIds.end()); + return res; +} + +void BackgroundContrast::getColorPosDis( const Mat img, const Mat idxImg, Mat& colDistM, Mat& posDistM, int nOfSP ) +{ + vector szOfSP = vector(nOfSP, 0); + Mat meanCol = Mat(nOfSP, img.channels(), CV_64F, Scalar::all(0.0)); + Mat meanPos = Mat(nOfSP, 2, CV_64F, Scalar::all(0.0)); + colDistM = Mat(nOfSP, nOfSP, CV_64F, Scalar::all(0.0)); + posDistM = Mat(nOfSP, nOfSP, CV_64F, Scalar::all(0.0)); + for (int i = 0; i < img.size[0]; i++ ) + { + for (int j = 0; j < img.size[1]; j++ ) + { + szOfSP[idxImg.at(i, j)] += 1; + for (int k = 0; k < img.channels(); k++) + { + meanCol.at(idxImg.at(i, j), k) += (double)img.at(i, j)[k]; + } + meanPos.at(idxImg.at(i, j), 0) += (double)i; + meanPos.at(idxImg.at(i, j), 1) += (double)j; + } + } + for (int i = 0; i < nOfSP; i++) + { + meanCol.row(i) /= szOfSP[i]; + meanPos.row(i) /= szOfSP[i]; + } + meanPos.col(0) /= img.size[0]; + meanPos.col(1) /= img.size[1]; + + for ( int i = 0; i < meanCol.size[1]; i++) + { + Mat temp = ( repeat(meanCol.col(i), 1, nOfSP) - repeat(meanCol.col(i).t(), nOfSP, 1) ); + pow(temp, 2, temp); + colDistM += temp; + } + sqrt(colDistM, colDistM); + + for ( int i = 0; i < meanPos.size[1]; i++) + { + Mat temp = ( repeat(meanPos.col(i), 1, nOfSP) - repeat(meanPos.col(i).t(), nOfSP, 1) ); + pow(temp, 2, temp); + posDistM += temp; + } + sqrt(posDistM, posDistM); +} + +void BackgroundContrast::boundaryConnectivity(const Mat adjcMatrix, const Mat colDistM, Mat& bdProb, vector bdIds, double clipVal, double geoSigma) +{ + Mat geoDistMatrix = Mat(adjcMatrix.size[0], adjcMatrix.size[1], CV_64F, Scalar::all(0.0)); + double ma = 0; + minMaxLoc( colDistM, NULL, &ma ); + for ( int i = 0; i < adjcMatrix.size[0]; i++ ) + { + for (int j = 0; j < adjcMatrix.size[1]; j++ ) + { + if ( adjcMatrix.at(i, j) == 0 ) + { + geoDistMatrix.at(i, j) = ma * adjcMatrix.size[0]; //fake inf + } + else + { + geoDistMatrix.at(i, j) = colDistM.at(i, j); + } + } + } + for ( int k = 0; k < adjcMatrix.size[0]; k++ ) + { + for ( int i = 0; i < adjcMatrix.size[0]; i++ ) + { + for (int j = 0; j < adjcMatrix.size[1]; j++ ) + { + geoDistMatrix.at(i, j) = min(geoDistMatrix.at(i, j), geoDistMatrix.at(i, k) + geoDistMatrix.at(k, j)); + geoDistMatrix.at(j, i) = geoDistMatrix.at(i, j); + } + } + } + pow(geoDistMatrix, 2, geoDistMatrix); + geoDistMatrix /= (-1 * 2 * geoSigma * geoSigma); + exp(geoDistMatrix, geoDistMatrix); + bdProb = Mat(adjcMatrix.size[0], 1, CV_64F, Scalar::all(0.0)); + for ( int i = 0; i < adjcMatrix.size[0]; i++ ) + { + for ( unsigned j = 0; j < bdIds.size(); j++ ) + { + bdProb.at(i, 0) += geoDistMatrix.at(i, bdIds[j]); + } + bdProb.at(i, 0) /= sqrt(sum(geoDistMatrix.row(i)).val[0]); + } + + pow(bdProb, 2, bdProb); + bdProb /= (-1 * 2); + exp(bdProb, bdProb); + bdProb = 1 - bdProb; +} + +void BackgroundContrast::getWeightedContrast( const Mat colDistM, const Mat posDistM, const Mat bgProb, Mat& wCtr ) +{ + wCtr = posDistM.clone(); + pow(wCtr, 2, wCtr); + wCtr /= (-1 * 2 * 0.16); + exp(wCtr, wCtr); + multiply(colDistM, wCtr, wCtr); + wCtr *= bgProb; +} + + +void BackgroundContrast::saliencyMapVisualize( InputArray _saliencyMap ) +{ + Mat saliency = _saliencyMap.getMat().clone(); + double mi = 0, ma = 0; + minMaxLoc( saliency, &mi, &ma ); + saliency -= mi; + saliency /= ( ma - mi ); + imshow( "saliencyVisual", saliency ); + waitKey( 0 ); +} + +} +} From 6f5d0195c9e257dd3c0dce1bae53e8314cadae83 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Fri, 11 Aug 2017 02:00:51 -0400 Subject: [PATCH 34/44] change meanCol from bgr to cielab color space --- .../saliency/saliencySpecializedClasses.hpp | 4 +- modules/saliency/src/BackgroundContrast.cpp | 73 +++++++++++++++---- 2 files changed, 60 insertions(+), 17 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 0f79e2f83e6..faf678ba911 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -218,7 +218,7 @@ class CV_EXPORTS_W BackgroundContrast : public StaticSaliency return computeSaliencyImpl( image, saliencyMap ); } Mat saliencyMapGenerator( const Mat ); - void saliencyMapVisualize( InputArray _saliencyMap ); + Mat saliencyMapVisualize( InputArray _saliencyMap, int = 0 ); protected: bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); void superpixelSplit( const Mat, Mat&, Mat& ); @@ -226,6 +226,8 @@ class CV_EXPORTS_W BackgroundContrast : public StaticSaliency void getColorPosDis( const Mat, const Mat, Mat&, Mat&, int ); void boundaryConnectivity( const Mat, const Mat, Mat&, std::vector, double = 3.0, double = 7.0 ); void getWeightedContrast( const Mat, const Mat, const Mat, Mat& ); + void dist2WeightMatrix( Mat&, Mat&, double ); + void rgb2lab( Mat&, Mat& ); }; diff --git a/modules/saliency/src/BackgroundContrast.cpp b/modules/saliency/src/BackgroundContrast.cpp index 0671924466e..25ae91737aa 100644 --- a/modules/saliency/src/BackgroundContrast.cpp +++ b/modules/saliency/src/BackgroundContrast.cpp @@ -48,7 +48,8 @@ Mat BackgroundContrast::saliencyMapGenerator( const Mat img ) { for (unsigned j = 0; j < bdIds.size(); j++) { - adjcMatrix.at(i, j) = 1; + adjcMatrix.at(bdIds[i], bdIds[j]) = 1; + adjcMatrix.at(bdIds[j], bdIds[i]) = 1; } } getColorPosDis(img, idxImg, colDistM, posDistM, adjcMatrix.size[0]); @@ -63,6 +64,7 @@ Mat BackgroundContrast::saliencyMapGenerator( const Mat img ) } } return saliency; + return img; } bool BackgroundContrast::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) @@ -73,7 +75,7 @@ bool BackgroundContrast::computeSaliencyImpl( InputArray image, OutputArray sali void BackgroundContrast::superpixelSplit( const Mat img, Mat& idxImg, Mat& adjcMatrix) { Ptr seeds; - seeds = createSuperpixelSEEDS( img.size().width, img.size().height, img.channels(), min(img.size().width * img.size().height / 600, 300), 4, 2, 5, false); + seeds = createSuperpixelSEEDS( img.size().width, img.size().height, img.channels(), min(img.size().width * img.size().height / 600, 3000), 4, 2, 5, false); seeds->iterate( img, 4 ); Mat mask; adjcMatrix = Mat::eye( seeds->getNumberOfSuperpixels(), seeds->getNumberOfSuperpixels(), CV_8U ); @@ -155,7 +157,7 @@ void BackgroundContrast::getColorPosDis( const Mat img, const Mat idxImg, Mat& c } meanPos.col(0) /= img.size[0]; meanPos.col(1) /= img.size[1]; - + rgb2lab(meanCol, meanCol); for ( int i = 0; i < meanCol.size[1]; i++) { Mat temp = ( repeat(meanCol.col(i), 1, nOfSP) - repeat(meanCol.col(i).t(), nOfSP, 1) ); @@ -188,7 +190,7 @@ void BackgroundContrast::boundaryConnectivity(const Mat adjcMatrix, const Mat co } else { - geoDistMatrix.at(i, j) = colDistM.at(i, j); + geoDistMatrix.at(i, j) = max(0.0, colDistM.at(i, j) - clipVal); } } } @@ -203,9 +205,7 @@ void BackgroundContrast::boundaryConnectivity(const Mat adjcMatrix, const Mat co } } } - pow(geoDistMatrix, 2, geoDistMatrix); - geoDistMatrix /= (-1 * 2 * geoSigma * geoSigma); - exp(geoDistMatrix, geoDistMatrix); + dist2WeightMatrix(geoDistMatrix, geoDistMatrix, geoSigma); bdProb = Mat(adjcMatrix.size[0], 1, CV_64F, Scalar::all(0.0)); for ( int i = 0; i < adjcMatrix.size[0]; i++ ) { @@ -215,33 +215,74 @@ void BackgroundContrast::boundaryConnectivity(const Mat adjcMatrix, const Mat co } bdProb.at(i, 0) /= sqrt(sum(geoDistMatrix.row(i)).val[0]); } - - pow(bdProb, 2, bdProb); - bdProb /= (-1 * 2); - exp(bdProb, bdProb); + dist2WeightMatrix(bdProb, bdProb, 1); bdProb = 1 - bdProb; } void BackgroundContrast::getWeightedContrast( const Mat colDistM, const Mat posDistM, const Mat bgProb, Mat& wCtr ) { wCtr = posDistM.clone(); - pow(wCtr, 2, wCtr); - wCtr /= (-1 * 2 * 0.16); - exp(wCtr, wCtr); + dist2WeightMatrix(wCtr,wCtr, 0.4); multiply(colDistM, wCtr, wCtr); wCtr *= bgProb; } +void BackgroundContrast::dist2WeightMatrix( Mat& input, Mat& output, double sigma ) +{ + Mat temp = input.clone(); + output = input.clone(); + for ( int i = 0; i < output.size[0]; i++ ) + { + for ( int j = 0; j < output.size[1]; j++ ) + { + //if (temp.at(i, j) > 3 * sigma) output.at(i, j) = 0; + //else + //{ + output.at(i, j) = exp(-1 * temp.at(i, j) * temp.at(i, j) / 2 / sigma / sigma); + //} + } + } +} + +void BackgroundContrast::rgb2lab( Mat& inputMeanCol, Mat& outputMeanCol ) +{ + Mat temp = Mat(inputMeanCol.size[0], 1, CV_32FC3, Scalar::all(0)); + for ( int i = 0; i < inputMeanCol.size[0]; i++ ) + { + temp.at(i, 0)[0] = inputMeanCol.at(i, 0) / 255; + temp.at(i, 0)[1] = inputMeanCol.at(i, 1) / 255; + temp.at(i, 0)[2] = inputMeanCol.at(i, 2) / 255; + } + cvtColor(temp, temp, COLOR_BGR2Lab); + outputMeanCol = inputMeanCol.clone(); + for ( int i = 0; i < outputMeanCol.size[0]; i++ ) + { + outputMeanCol.at(i, 0) = temp.at(i, 0)[0]; + outputMeanCol.at(i, 1) = temp.at(i, 0)[1]; + outputMeanCol.at(i, 2) = temp.at(i, 0)[2]; + } +} -void BackgroundContrast::saliencyMapVisualize( InputArray _saliencyMap ) +Mat BackgroundContrast::saliencyMapVisualize( InputArray _saliencyMap, int option ) { Mat saliency = _saliencyMap.getMat().clone(); + double mi = 0, ma = 0; minMaxLoc( saliency, &mi, &ma ); saliency -= mi; - saliency /= ( ma - mi ); + saliency /= ( ma - mi + 0.000001 ); + + if (option != 0 ) + { + saliency *= 255; + saliency.convertTo(saliency, CV_8U); + if (option == 1) threshold(saliency, saliency, 0, 255, THRESH_BINARY | THRESH_OTSU); + else if (option == 2) threshold(saliency, saliency, 0, 255, THRESH_TOZERO | THRESH_OTSU); + //threshold(saliency, saliency, 0, 255, THRESH_TOZERO | THRESH_OTSU); + } imshow( "saliencyVisual", saliency ); waitKey( 0 ); + return saliency; } } From 123e03b47bf7d06d53127f5217005c708e26c555 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 12 Aug 2017 03:04:21 -0400 Subject: [PATCH 35/44] implement aggregated saliency optimization framework --- .../saliency/saliencySpecializedClasses.hpp | 3 +- modules/saliency/src/BackgroundContrast.cpp | 86 +++++++++++++++++-- 2 files changed, 83 insertions(+), 6 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index faf678ba911..405adbf3b75 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -217,7 +217,8 @@ class CV_EXPORTS_W BackgroundContrast : public StaticSaliency return false; return computeSaliencyImpl( image, saliencyMap ); } - Mat saliencyMapGenerator( const Mat ); + Mat saliencyMapGenerator( const Mat, const Mat = Mat(), int = 0 ); + void saliencyOptimize( const Mat, const Mat, const Mat, const Mat, Mat&, double = 14, double = 5 ); Mat saliencyMapVisualize( InputArray _saliencyMap, int = 0 ); protected: bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); diff --git a/modules/saliency/src/BackgroundContrast.cpp b/modules/saliency/src/BackgroundContrast.cpp index 25ae91737aa..89420f6f166 100644 --- a/modules/saliency/src/BackgroundContrast.cpp +++ b/modules/saliency/src/BackgroundContrast.cpp @@ -39,7 +39,7 @@ BackgroundContrast::BackgroundContrast() } BackgroundContrast::~BackgroundContrast(){}; -Mat BackgroundContrast::saliencyMapGenerator( const Mat img ) +Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, int option ) { Mat idxImg, adjcMatrix, colDistM, posDistM, bdProb, wCtr, saliency; superpixelSplit(img, idxImg, adjcMatrix); @@ -54,7 +54,31 @@ Mat BackgroundContrast::saliencyMapGenerator( const Mat img ) } getColorPosDis(img, idxImg, colDistM, posDistM, adjcMatrix.size[0]); boundaryConnectivity(adjcMatrix, colDistM, bdProb, bdIds); - getWeightedContrast(colDistM, posDistM, bdProb, wCtr); + + if ( option == 0 ) + { + getWeightedContrast(colDistM, posDistM, bdProb, wCtr); + + } + else + { + Mat temp = fgImg.clone(); + resize(temp, temp, img.size()); + vector szOfSP = vector(adjcMatrix.size[0], 0); + for ( int i = 0; i < img.size[0]; i++ ) + { + for ( int j = 0; j < img.size[1]; j++ ) + { + szOfSP[idxImg.at(i, j)]++; + wCtr.at(idxImg.at(i, j), 0) += temp.at(i, j); + } + } + for ( unsigned i = 0; i < szOfSP.size(); i++ ) + { + wCtr.at(i, 0) /= szOfSP[i]; + } + } + saliencyOptimize(adjcMatrix, colDistM, bdProb, wCtr, wCtr); saliency = Mat(img.size[0], img.size[1], CV_64F, Scalar::all(0.0)); for (int i = 0; i < img.size[0]; i++) { @@ -64,7 +88,59 @@ Mat BackgroundContrast::saliencyMapGenerator( const Mat img ) } } return saliency; - return img; +} + +void BackgroundContrast::saliencyOptimize( const Mat adjcMatrix, const Mat colDistM, const Mat bgWeight, const Mat fgWeight, Mat& saliencyOptimized, double neiSigma, double bgLambda ) +{ + + Mat smoothWeight = colDistM.clone(); + Mat smoothDeri = Mat(smoothWeight.size[0], smoothWeight.size[1], CV_64F, Scalar::all(0.0)); + Mat bgWeightDig = Mat(smoothWeight.size[0], smoothWeight.size[1], CV_64F, Scalar::all(0.0)); + Mat fgWeightDig = Mat(smoothWeight.size[0], smoothWeight.size[1], CV_64F, Scalar::all(0.0)); + Mat temp; + + double mi = 0, ma = 0; + minMaxLoc( fgWeight, &mi, &ma ); + Mat fg = fgWeight.clone(); + fg -= mi; + fg /= ( ma - mi + 0.000001 ); + fg *= 255; + fg.convertTo(fg, CV_8U); + threshold(fg, fg, 0, 255, THRESH_TOZERO | THRESH_OTSU); + fg.convertTo(fg, CV_64F); + fg /= 255; // clean fore ground cue + + minMaxLoc( smoothWeight, NULL, &ma ); + for ( int i = 0; i < smoothWeight.size[0]; i++ ) + { + for ( int j = 0; j < smoothWeight.size[1]; j++ ) + { + if ( adjcMatrix.at(i, j) == 0 ) + { + smoothWeight.at(i, j) = ma * adjcMatrix.size[0]; + } + } + } + + dist2WeightMatrix(smoothWeight, smoothWeight, neiSigma); + adjcMatrix.convertTo(temp, CV_64F); + smoothWeight += temp * 0.1;//add small coefficients for regularization term + reduce(smoothWeight, temp, 0, REDUCE_SUM); + for ( int i = 0; i < smoothDeri.size[0]; i++ ) + { + smoothDeri.at(i, i) = temp.at(0, i); + } + for ( int i = 0; i < bgWeightDig.size[0]; i++ ) + { + bgWeightDig.at(i, i) = bgWeight.at(i, 0) * bgLambda; + } + for ( int i = 0; i < fgWeightDig.size[0]; i++ ) + { + fgWeightDig.at(i, i) = fg.at(i, 0); + } + //temp = (smoothDeri - smoothWeight + bgWeightDig + fgWeightDig); + //saliencyOptimized = temp.inv() * fgWeight; + solve((smoothDeri - smoothWeight + bgWeightDig + fgWeightDig), fg, saliencyOptimized, DECOMP_NORMAL); } bool BackgroundContrast::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) @@ -75,7 +151,7 @@ bool BackgroundContrast::computeSaliencyImpl( InputArray image, OutputArray sali void BackgroundContrast::superpixelSplit( const Mat img, Mat& idxImg, Mat& adjcMatrix) { Ptr seeds; - seeds = createSuperpixelSEEDS( img.size().width, img.size().height, img.channels(), min(img.size().width * img.size().height / 600, 3000), 4, 2, 5, false); + seeds = createSuperpixelSEEDS( img.size().width, img.size().height, img.channels(), min(img.size().width * img.size().height / 600, 600), 4, 2, 5, false); seeds->iterate( img, 4 ); Mat mask; adjcMatrix = Mat::eye( seeds->getNumberOfSuperpixels(), seeds->getNumberOfSuperpixels(), CV_8U ); @@ -194,7 +270,7 @@ void BackgroundContrast::boundaryConnectivity(const Mat adjcMatrix, const Mat co } } } - for ( int k = 0; k < adjcMatrix.size[0]; k++ ) + for ( int k = 0; k < adjcMatrix.size[0]; k++ ) // floyd algorithm, you can replace it with johnson algorithm but it's too long { for ( int i = 0; i < adjcMatrix.size[0]; i++ ) { From a40edad270144bbf38a319eedb4718cf9351231f Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sun, 13 Aug 2017 00:10:25 -0400 Subject: [PATCH 36/44] finish bd module --- .../saliency/saliencySpecializedClasses.hpp | 9 ++-- .../samples/BackgroundContrastSample.cpp | 50 +++++++++++++++++++ modules/saliency/src/BackgroundContrast.cpp | 14 +++--- 3 files changed, 63 insertions(+), 10 deletions(-) create mode 100644 modules/saliency/samples/BackgroundContrastSample.cpp diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 405adbf3b75..310417140e8 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -202,10 +202,13 @@ This method use the convolution layers of the pretrained AlexNet, linear combina */ class CV_EXPORTS_W BackgroundContrast : public StaticSaliency { -//private: - +private: + int limitOfSP; + int nOfLevel; + int usePrior; + int histBin; public: - BackgroundContrast(); + BackgroundContrast( int = 600, int = 4, int = 2, int = 5 ); virtual ~BackgroundContrast(); CV_WRAP static Ptr create() { diff --git a/modules/saliency/samples/BackgroundContrastSample.cpp b/modules/saliency/samples/BackgroundContrastSample.cpp new file mode 100644 index 00000000000..97724ba2938 --- /dev/null +++ b/modules/saliency/samples/BackgroundContrastSample.cpp @@ -0,0 +1,50 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level directory +// of this distribution and at http://opencv.org/license.html. + + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +using namespace std; +using namespace cv; +using namespace saliency; + + +int main(int argc, char* argv[]) +{ + const char *keys = + "{ help h usage ? | | show this message }" + "{ img_path | | path to img }" + "{ foregroundImg_path| | path to saliency img generated by other method }" + "{ optimization |0 | 0 for aggregated optimized with no outside saliency, 1 for optimizaed with outside saliency }"; + + CommandLineParser parser(argc, argv, keys); + if (parser.has("help")) + { + parser.printMessage(); + return 0; + } + string img_path = parser.get("img_path"); + string foregroundImg_path = parser.get("foregroundImg_path"); + + Mat img = imread(img_path); + Mat fgImg = imread(foregroundImg_path); + BackgroundContrast bc; + if ( parser.get( "optimization" ) ) + { + bc.saliencyMapVisualize(bc.saliencyMapGenerator(img, fgImg, 1), 0); + } + else + { + bc.saliencyMapVisualize(bc.saliencyMapGenerator(img), 0); + } + return 0; +} //main diff --git a/modules/saliency/src/BackgroundContrast.cpp b/modules/saliency/src/BackgroundContrast.cpp index 89420f6f166..8caeeb5da70 100644 --- a/modules/saliency/src/BackgroundContrast.cpp +++ b/modules/saliency/src/BackgroundContrast.cpp @@ -33,11 +33,8 @@ namespace cv namespace saliency { -BackgroundContrast::BackgroundContrast() -{ - -} -BackgroundContrast::~BackgroundContrast(){}; +BackgroundContrast::BackgroundContrast( int _limitOfSP, int _nOfLevel, int _usePrior, int _histBin ): limitOfSP(_limitOfSP), nOfLevel(_nOfLevel), usePrior(_usePrior), histBin(_histBin) {} +BackgroundContrast::~BackgroundContrast(){} Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, int option ) { @@ -63,13 +60,14 @@ Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, in else { Mat temp = fgImg.clone(); + wCtr = Mat(adjcMatrix.size[0], 1, CV_64F, Scalar::all(0.0)); resize(temp, temp, img.size()); vector szOfSP = vector(adjcMatrix.size[0], 0); for ( int i = 0; i < img.size[0]; i++ ) { for ( int j = 0; j < img.size[1]; j++ ) { - szOfSP[idxImg.at(i, j)]++; + szOfSP[idxImg.at(i, j)] += 1; wCtr.at(idxImg.at(i, j), 0) += temp.at(i, j); } } @@ -145,13 +143,15 @@ void BackgroundContrast::saliencyOptimize( const Mat adjcMatrix, const Mat colDi bool BackgroundContrast::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) { + CV_Assert( !(image.getMat().empty()) ); + saliencyMap.assign(saliencyMapGenerator(image.getMat())); return true; } void BackgroundContrast::superpixelSplit( const Mat img, Mat& idxImg, Mat& adjcMatrix) { Ptr seeds; - seeds = createSuperpixelSEEDS( img.size().width, img.size().height, img.channels(), min(img.size().width * img.size().height / 600, 600), 4, 2, 5, false); + seeds = createSuperpixelSEEDS( img.size().width, img.size().height, img.channels(), min(img.size().width * img.size().height / 600, limitOfSP), nOfLevel, usePrior, histBin, false); seeds->iterate( img, 4 ); Mat mask; adjcMatrix = Mat::eye( seeds->getNumberOfSuperpixels(), seeds->getNumberOfSuperpixels(), CV_8U ); From 362a8ab743d14bc5383a9d0b900adf6cbe222d35 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sun, 13 Aug 2017 16:34:16 -0400 Subject: [PATCH 37/44] add assert to prevent empty img --- modules/saliency/samples/BackgroundContrastSample.cpp | 4 +++- modules/saliency/src/BackgroundContrast.cpp | 4 +++- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/modules/saliency/samples/BackgroundContrastSample.cpp b/modules/saliency/samples/BackgroundContrastSample.cpp index 97724ba2938..ed2589f6316 100644 --- a/modules/saliency/samples/BackgroundContrastSample.cpp +++ b/modules/saliency/samples/BackgroundContrastSample.cpp @@ -44,7 +44,9 @@ int main(int argc, char* argv[]) } else { - bc.saliencyMapVisualize(bc.saliencyMapGenerator(img), 0); + Mat saliency; + bc.computeSaliency(img, saliency); + bc.saliencyMapVisualize(saliency, 0); } return 0; } //main diff --git a/modules/saliency/src/BackgroundContrast.cpp b/modules/saliency/src/BackgroundContrast.cpp index 8caeeb5da70..084cef9f566 100644 --- a/modules/saliency/src/BackgroundContrast.cpp +++ b/modules/saliency/src/BackgroundContrast.cpp @@ -38,6 +38,8 @@ BackgroundContrast::~BackgroundContrast(){} Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, int option ) { + CV_Assert( !(img.empty()) ); + CV_Assert( !(option == 1 && fgImg.empty()) ); Mat idxImg, adjcMatrix, colDistM, posDistM, bdProb, wCtr, saliency; superpixelSplit(img, idxImg, adjcMatrix); vector bdIds = getBndPatchIds(idxImg); @@ -151,7 +153,7 @@ bool BackgroundContrast::computeSaliencyImpl( InputArray image, OutputArray sali void BackgroundContrast::superpixelSplit( const Mat img, Mat& idxImg, Mat& adjcMatrix) { Ptr seeds; - seeds = createSuperpixelSEEDS( img.size().width, img.size().height, img.channels(), min(img.size().width * img.size().height / 600, limitOfSP), nOfLevel, usePrior, histBin, false); + seeds = createSuperpixelSEEDS( img.size().width, img.size().height, img.channels(), max(min(img.size().width * img.size().height / 600, limitOfSP), 10), nOfLevel, usePrior, histBin, false); seeds->iterate( img, 4 ); Mat mask; adjcMatrix = Mat::eye( seeds->getNumberOfSuperpixels(), seeds->getNumberOfSuperpixels(), CV_8U ); From 07efdf366376fbd876cd7ad519a381f598af1020 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sun, 13 Aug 2017 17:25:45 -0400 Subject: [PATCH 38/44] add background weight adjust option --- .../opencv2/saliency/saliencySpecializedClasses.hpp | 5 +++-- modules/saliency/src/BackgroundContrast.cpp | 7 ++++--- 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 310417140e8..acfcf9138c6 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -207,8 +207,9 @@ class CV_EXPORTS_W BackgroundContrast : public StaticSaliency int nOfLevel; int usePrior; int histBin; + double bgWei; public: - BackgroundContrast( int = 600, int = 4, int = 2, int = 5 ); + BackgroundContrast( double = 5, int = 600, int = 4, int = 2, int = 5 ); virtual ~BackgroundContrast(); CV_WRAP static Ptr create() { @@ -221,7 +222,7 @@ class CV_EXPORTS_W BackgroundContrast : public StaticSaliency return computeSaliencyImpl( image, saliencyMap ); } Mat saliencyMapGenerator( const Mat, const Mat = Mat(), int = 0 ); - void saliencyOptimize( const Mat, const Mat, const Mat, const Mat, Mat&, double = 14, double = 5 ); + void saliencyOptimize( const Mat, const Mat, const Mat, const Mat, Mat&, double = 5, double = 14 ); Mat saliencyMapVisualize( InputArray _saliencyMap, int = 0 ); protected: bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); diff --git a/modules/saliency/src/BackgroundContrast.cpp b/modules/saliency/src/BackgroundContrast.cpp index 084cef9f566..53ef82ae405 100644 --- a/modules/saliency/src/BackgroundContrast.cpp +++ b/modules/saliency/src/BackgroundContrast.cpp @@ -33,7 +33,7 @@ namespace cv namespace saliency { -BackgroundContrast::BackgroundContrast( int _limitOfSP, int _nOfLevel, int _usePrior, int _histBin ): limitOfSP(_limitOfSP), nOfLevel(_nOfLevel), usePrior(_usePrior), histBin(_histBin) {} +BackgroundContrast::BackgroundContrast( double _bgWei, int _limitOfSP, int _nOfLevel, int _usePrior, int _histBin ): limitOfSP(_limitOfSP), nOfLevel(_nOfLevel), usePrior(_usePrior), histBin(_histBin), bgWei(_bgWei) {} BackgroundContrast::~BackgroundContrast(){} Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, int option ) @@ -62,6 +62,7 @@ Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, in else { Mat temp = fgImg.clone(); + if (temp.channels() == 3) cvtColor(temp, temp, COLOR_BGR2GRAY); wCtr = Mat(adjcMatrix.size[0], 1, CV_64F, Scalar::all(0.0)); resize(temp, temp, img.size()); vector szOfSP = vector(adjcMatrix.size[0], 0); @@ -78,7 +79,7 @@ Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, in wCtr.at(i, 0) /= szOfSP[i]; } } - saliencyOptimize(adjcMatrix, colDistM, bdProb, wCtr, wCtr); + saliencyOptimize(adjcMatrix, colDistM, bdProb, wCtr, wCtr, bgWei); saliency = Mat(img.size[0], img.size[1], CV_64F, Scalar::all(0.0)); for (int i = 0; i < img.size[0]; i++) { @@ -90,7 +91,7 @@ Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, in return saliency; } -void BackgroundContrast::saliencyOptimize( const Mat adjcMatrix, const Mat colDistM, const Mat bgWeight, const Mat fgWeight, Mat& saliencyOptimized, double neiSigma, double bgLambda ) +void BackgroundContrast::saliencyOptimize( const Mat adjcMatrix, const Mat colDistM, const Mat bgWeight, const Mat fgWeight, Mat& saliencyOptimized, double bgLambda, double neiSigma ) { Mat smoothWeight = colDistM.clone(); From 8740be29d427bee1ebdd86e810babeacc0692a42 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Wed, 16 Aug 2017 00:45:03 -0400 Subject: [PATCH 39/44] fix casting and tab indention --- .../saliency/saliencySpecializedClasses.hpp | 10 +- .../samples/BackgroundContrastSample.cpp | 12 +- modules/saliency/src/BackgroundContrast.cpp | 326 +++++++++--------- 3 files changed, 174 insertions(+), 174 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index acfcf9138c6..bc97f393390 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -203,11 +203,11 @@ This method use the convolution layers of the pretrained AlexNet, linear combina class CV_EXPORTS_W BackgroundContrast : public StaticSaliency { private: - int limitOfSP; - int nOfLevel; - int usePrior; - int histBin; - double bgWei; + int limitOfSP; + int nOfLevel; + int usePrior; + int histBin; + double bgWei; public: BackgroundContrast( double = 5, int = 600, int = 4, int = 2, int = 5 ); virtual ~BackgroundContrast(); diff --git a/modules/saliency/samples/BackgroundContrastSample.cpp b/modules/saliency/samples/BackgroundContrastSample.cpp index ed2589f6316..fcc9544fdb8 100644 --- a/modules/saliency/samples/BackgroundContrastSample.cpp +++ b/modules/saliency/samples/BackgroundContrastSample.cpp @@ -22,9 +22,9 @@ int main(int argc, char* argv[]) { const char *keys = "{ help h usage ? | | show this message }" - "{ img_path | | path to img }" - "{ foregroundImg_path| | path to saliency img generated by other method }" - "{ optimization |0 | 0 for aggregated optimized with no outside saliency, 1 for optimizaed with outside saliency }"; + "{ img_path | | path to img }" + "{ foregroundImg_path| | path to saliency img generated by other method }" + "{ optimization |0 | 0 for aggregated optimized with no outside saliency, 1 for optimizaed with outside saliency }"; CommandLineParser parser(argc, argv, keys); if (parser.has("help")) @@ -44,9 +44,9 @@ int main(int argc, char* argv[]) } else { - Mat saliency; - bc.computeSaliency(img, saliency); - bc.saliencyMapVisualize(saliency, 0); + Mat saliency; + bc.computeSaliency(img, saliency); + bc.saliencyMapVisualize(saliency, 0); } return 0; } //main diff --git a/modules/saliency/src/BackgroundContrast.cpp b/modules/saliency/src/BackgroundContrast.cpp index 53ef82ae405..83e316cdca9 100644 --- a/modules/saliency/src/BackgroundContrast.cpp +++ b/modules/saliency/src/BackgroundContrast.cpp @@ -38,55 +38,55 @@ BackgroundContrast::~BackgroundContrast(){} Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, int option ) { - CV_Assert( !(img.empty()) ); - CV_Assert( !(option == 1 && fgImg.empty()) ); + CV_Assert( !(img.empty()) ); + CV_Assert( !(option == 1 && fgImg.empty()) ); Mat idxImg, adjcMatrix, colDistM, posDistM, bdProb, wCtr, saliency; superpixelSplit(img, idxImg, adjcMatrix); vector bdIds = getBndPatchIds(idxImg); for (unsigned i = 0; i < bdIds.size(); i++) { - for (unsigned j = 0; j < bdIds.size(); j++) - { - adjcMatrix.at(bdIds[i], bdIds[j]) = 1; - adjcMatrix.at(bdIds[j], bdIds[i]) = 1; - } + for (unsigned j = 0; j < bdIds.size(); j++) + { + adjcMatrix.at(bdIds[i], bdIds[j]) = 1; + adjcMatrix.at(bdIds[j], bdIds[i]) = 1; + } } getColorPosDis(img, idxImg, colDistM, posDistM, adjcMatrix.size[0]); boundaryConnectivity(adjcMatrix, colDistM, bdProb, bdIds); if ( option == 0 ) { - getWeightedContrast(colDistM, posDistM, bdProb, wCtr); + getWeightedContrast(colDistM, posDistM, bdProb, wCtr); } else { - Mat temp = fgImg.clone(); - if (temp.channels() == 3) cvtColor(temp, temp, COLOR_BGR2GRAY); - wCtr = Mat(adjcMatrix.size[0], 1, CV_64F, Scalar::all(0.0)); - resize(temp, temp, img.size()); - vector szOfSP = vector(adjcMatrix.size[0], 0); - for ( int i = 0; i < img.size[0]; i++ ) - { - for ( int j = 0; j < img.size[1]; j++ ) - { - szOfSP[idxImg.at(i, j)] += 1; - wCtr.at(idxImg.at(i, j), 0) += temp.at(i, j); - } - } - for ( unsigned i = 0; i < szOfSP.size(); i++ ) - { - wCtr.at(i, 0) /= szOfSP[i]; - } + Mat temp = fgImg.clone(); + if (temp.channels() == 3) cvtColor(temp, temp, COLOR_BGR2GRAY); + wCtr = Mat(adjcMatrix.size[0], 1, CV_64F, Scalar::all(0.0)); + resize(temp, temp, img.size()); + vector szOfSP = vector(adjcMatrix.size[0], 0); + for ( int i = 0; i < img.size[0]; i++ ) + { + for ( int j = 0; j < img.size[1]; j++ ) + { + szOfSP[idxImg.at(i, j)] += 1; + wCtr.at(idxImg.at(i, j), 0) += temp.at(i, j); + } + } + for ( unsigned i = 0; i < szOfSP.size(); i++ ) + { + wCtr.at(i, 0) /= szOfSP[i]; + } } saliencyOptimize(adjcMatrix, colDistM, bdProb, wCtr, wCtr, bgWei); saliency = Mat(img.size[0], img.size[1], CV_64F, Scalar::all(0.0)); for (int i = 0; i < img.size[0]; i++) { - for (int j = 0; j < img.size[1]; j++) - { - saliency.at(i, j) = wCtr.at(idxImg.at(i, j), 0); - } + for (int j = 0; j < img.size[1]; j++) + { + saliency.at(i, j) = wCtr.at(idxImg.at(i, j), 0); + } } return saliency; } @@ -94,60 +94,60 @@ Mat BackgroundContrast::saliencyMapGenerator( const Mat img, const Mat fgImg, in void BackgroundContrast::saliencyOptimize( const Mat adjcMatrix, const Mat colDistM, const Mat bgWeight, const Mat fgWeight, Mat& saliencyOptimized, double bgLambda, double neiSigma ) { - Mat smoothWeight = colDistM.clone(); - Mat smoothDeri = Mat(smoothWeight.size[0], smoothWeight.size[1], CV_64F, Scalar::all(0.0)); - Mat bgWeightDig = Mat(smoothWeight.size[0], smoothWeight.size[1], CV_64F, Scalar::all(0.0)); - Mat fgWeightDig = Mat(smoothWeight.size[0], smoothWeight.size[1], CV_64F, Scalar::all(0.0)); - Mat temp; + Mat smoothWeight = colDistM.clone(); + Mat smoothDeri = Mat(smoothWeight.size[0], smoothWeight.size[1], CV_64F, Scalar::all(0.0)); + Mat bgWeightDig = Mat(smoothWeight.size[0], smoothWeight.size[1], CV_64F, Scalar::all(0.0)); + Mat fgWeightDig = Mat(smoothWeight.size[0], smoothWeight.size[1], CV_64F, Scalar::all(0.0)); + Mat temp; - double mi = 0, ma = 0; - minMaxLoc( fgWeight, &mi, &ma ); - Mat fg = fgWeight.clone(); - fg -= mi; - fg /= ( ma - mi + 0.000001 ); - fg *= 255; - fg.convertTo(fg, CV_8U); - threshold(fg, fg, 0, 255, THRESH_TOZERO | THRESH_OTSU); - fg.convertTo(fg, CV_64F); - fg /= 255; // clean fore ground cue + double mi = 0, ma = 0; + minMaxLoc( fgWeight, &mi, &ma ); + Mat fg = fgWeight.clone(); + fg -= mi; + fg /= ( ma - mi + 0.000001 ); + fg *= 255; + fg.convertTo(fg, CV_8U); + threshold(fg, fg, 0, 255, THRESH_TOZERO | THRESH_OTSU); + fg.convertTo(fg, CV_64F); + fg /= 255; // clean fore ground cue - minMaxLoc( smoothWeight, NULL, &ma ); - for ( int i = 0; i < smoothWeight.size[0]; i++ ) - { - for ( int j = 0; j < smoothWeight.size[1]; j++ ) - { - if ( adjcMatrix.at(i, j) == 0 ) - { - smoothWeight.at(i, j) = ma * adjcMatrix.size[0]; - } - } - } + minMaxLoc( smoothWeight, NULL, &ma ); + for ( int i = 0; i < smoothWeight.size[0]; i++ ) + { + for ( int j = 0; j < smoothWeight.size[1]; j++ ) + { + if ( adjcMatrix.at(i, j) == 0 ) + { + smoothWeight.at(i, j) = ma * adjcMatrix.size[0]; + } + } + } - dist2WeightMatrix(smoothWeight, smoothWeight, neiSigma); - adjcMatrix.convertTo(temp, CV_64F); - smoothWeight += temp * 0.1;//add small coefficients for regularization term - reduce(smoothWeight, temp, 0, REDUCE_SUM); - for ( int i = 0; i < smoothDeri.size[0]; i++ ) - { - smoothDeri.at(i, i) = temp.at(0, i); - } - for ( int i = 0; i < bgWeightDig.size[0]; i++ ) - { - bgWeightDig.at(i, i) = bgWeight.at(i, 0) * bgLambda; - } - for ( int i = 0; i < fgWeightDig.size[0]; i++ ) - { - fgWeightDig.at(i, i) = fg.at(i, 0); - } - //temp = (smoothDeri - smoothWeight + bgWeightDig + fgWeightDig); - //saliencyOptimized = temp.inv() * fgWeight; - solve((smoothDeri - smoothWeight + bgWeightDig + fgWeightDig), fg, saliencyOptimized, DECOMP_NORMAL); + dist2WeightMatrix(smoothWeight, smoothWeight, neiSigma); + adjcMatrix.convertTo(temp, CV_64F); + smoothWeight += temp * 0.1;//add small coefficients for regularization term + reduce(smoothWeight, temp, 0, REDUCE_SUM); + for ( int i = 0; i < smoothDeri.size[0]; i++ ) + { + smoothDeri.at(i, i) = temp.at(0, i); + } + for ( int i = 0; i < bgWeightDig.size[0]; i++ ) + { + bgWeightDig.at(i, i) = bgWeight.at(i, 0) * bgLambda; + } + for ( int i = 0; i < fgWeightDig.size[0]; i++ ) + { + fgWeightDig.at(i, i) = fg.at(i, 0); + } + //temp = (smoothDeri - smoothWeight + bgWeightDig + fgWeightDig); + //saliencyOptimized = temp.inv() * fgWeight; + solve((smoothDeri - smoothWeight + bgWeightDig + fgWeightDig), fg, saliencyOptimized, DECOMP_NORMAL); } bool BackgroundContrast::computeSaliencyImpl( InputArray image, OutputArray saliencyMap ) { - CV_Assert( !(image.getMat().empty()) ); - saliencyMap.assign(saliencyMapGenerator(image.getMat())); + CV_Assert( !(image.getMat().empty()) ); + saliencyMap.assign(saliencyMapGenerator(image.getMat())); return true; } @@ -199,10 +199,10 @@ vector BackgroundContrast::getBndPatchIds( const Mat idxImg, int thick { for (int j = 0; j < idxImg.size[1]; j++) { - if ( ((i >= 0 && i < thickness) || (i >= idxImg.size[0] - thickness && i < idxImg.size[0])) || ((j >= 0 && j < thickness) || (j >= idxImg.size[1] - thickness && j < idxImg.size[1]))) - { - BndPatchIds.insert(idxImg.at(i, j)); - } + if ( ((i >= 0 && i < thickness) || (i >= idxImg.size[0] - thickness && i < idxImg.size[0])) || ((j >= 0 && j < thickness) || (j >= idxImg.size[1] - thickness && j < idxImg.size[1]))) + { + BndPatchIds.insert(idxImg.at(i, j)); + } } } vector res(BndPatchIds.begin(), BndPatchIds.end()); @@ -223,7 +223,7 @@ void BackgroundContrast::getColorPosDis( const Mat img, const Mat idxImg, Mat& c szOfSP[idxImg.at(i, j)] += 1; for (int k = 0; k < img.channels(); k++) { - meanCol.at(idxImg.at(i, j), k) += (double)img.at(i, j)[k]; + meanCol.at(idxImg.at(i, j), k) += (double)img.at(i, j)[k]; } meanPos.at(idxImg.at(i, j), 0) += (double)i; meanPos.at(idxImg.at(i, j), 1) += (double)j; @@ -231,17 +231,17 @@ void BackgroundContrast::getColorPosDis( const Mat img, const Mat idxImg, Mat& c } for (int i = 0; i < nOfSP; i++) { - meanCol.row(i) /= szOfSP[i]; - meanPos.row(i) /= szOfSP[i]; + meanCol.row(i) /= szOfSP[i]; + meanPos.row(i) /= szOfSP[i]; } meanPos.col(0) /= img.size[0]; meanPos.col(1) /= img.size[1]; rgb2lab(meanCol, meanCol); for ( int i = 0; i < meanCol.size[1]; i++) { - Mat temp = ( repeat(meanCol.col(i), 1, nOfSP) - repeat(meanCol.col(i).t(), nOfSP, 1) ); - pow(temp, 2, temp); - colDistM += temp; + Mat temp = ( repeat(meanCol.col(i), 1, nOfSP) - repeat(meanCol.col(i).t(), nOfSP, 1) ); + pow(temp, 2, temp); + colDistM += temp; } sqrt(colDistM, colDistM); @@ -256,90 +256,90 @@ void BackgroundContrast::getColorPosDis( const Mat img, const Mat idxImg, Mat& c void BackgroundContrast::boundaryConnectivity(const Mat adjcMatrix, const Mat colDistM, Mat& bdProb, vector bdIds, double clipVal, double geoSigma) { - Mat geoDistMatrix = Mat(adjcMatrix.size[0], adjcMatrix.size[1], CV_64F, Scalar::all(0.0)); - double ma = 0; - minMaxLoc( colDistM, NULL, &ma ); - for ( int i = 0; i < adjcMatrix.size[0]; i++ ) - { - for (int j = 0; j < adjcMatrix.size[1]; j++ ) - { - if ( adjcMatrix.at(i, j) == 0 ) - { - geoDistMatrix.at(i, j) = ma * adjcMatrix.size[0]; //fake inf - } - else - { - geoDistMatrix.at(i, j) = max(0.0, colDistM.at(i, j) - clipVal); - } - } - } - for ( int k = 0; k < adjcMatrix.size[0]; k++ ) // floyd algorithm, you can replace it with johnson algorithm but it's too long - { - for ( int i = 0; i < adjcMatrix.size[0]; i++ ) - { - for (int j = 0; j < adjcMatrix.size[1]; j++ ) - { - geoDistMatrix.at(i, j) = min(geoDistMatrix.at(i, j), geoDistMatrix.at(i, k) + geoDistMatrix.at(k, j)); - geoDistMatrix.at(j, i) = geoDistMatrix.at(i, j); - } - } - } - dist2WeightMatrix(geoDistMatrix, geoDistMatrix, geoSigma); - bdProb = Mat(adjcMatrix.size[0], 1, CV_64F, Scalar::all(0.0)); - for ( int i = 0; i < adjcMatrix.size[0]; i++ ) - { - for ( unsigned j = 0; j < bdIds.size(); j++ ) - { - bdProb.at(i, 0) += geoDistMatrix.at(i, bdIds[j]); - } - bdProb.at(i, 0) /= sqrt(sum(geoDistMatrix.row(i)).val[0]); - } - dist2WeightMatrix(bdProb, bdProb, 1); - bdProb = 1 - bdProb; + Mat geoDistMatrix = Mat(adjcMatrix.size[0], adjcMatrix.size[1], CV_64F, Scalar::all(0.0)); + double ma = 0; + minMaxLoc( colDistM, NULL, &ma ); + for ( int i = 0; i < adjcMatrix.size[0]; i++ ) + { + for (int j = 0; j < adjcMatrix.size[1]; j++ ) + { + if ( adjcMatrix.at(i, j) == 0 ) + { + geoDistMatrix.at(i, j) = ma * adjcMatrix.size[0]; //fake inf + } + else + { + geoDistMatrix.at(i, j) = max(0.0, colDistM.at(i, j) - clipVal); + } + } + } + for ( int k = 0; k < adjcMatrix.size[0]; k++ ) // floyd algorithm, you can replace it with johnson algorithm but it's too long + { + for ( int i = 0; i < adjcMatrix.size[0]; i++ ) + { + for (int j = 0; j < adjcMatrix.size[1]; j++ ) + { + geoDistMatrix.at(i, j) = min(geoDistMatrix.at(i, j), geoDistMatrix.at(i, k) + geoDistMatrix.at(k, j)); + geoDistMatrix.at(j, i) = geoDistMatrix.at(i, j); + } + } + } + dist2WeightMatrix(geoDistMatrix, geoDistMatrix, geoSigma); + bdProb = Mat(adjcMatrix.size[0], 1, CV_64F, Scalar::all(0.0)); + for ( int i = 0; i < adjcMatrix.size[0]; i++ ) + { + for ( unsigned j = 0; j < bdIds.size(); j++ ) + { + bdProb.at(i, 0) += geoDistMatrix.at(i, bdIds[j]); + } + bdProb.at(i, 0) /= sqrt(sum(geoDistMatrix.row(i)).val[0]); + } + dist2WeightMatrix(bdProb, bdProb, 1); + bdProb = 1 - bdProb; } void BackgroundContrast::getWeightedContrast( const Mat colDistM, const Mat posDistM, const Mat bgProb, Mat& wCtr ) { - wCtr = posDistM.clone(); - dist2WeightMatrix(wCtr,wCtr, 0.4); - multiply(colDistM, wCtr, wCtr); - wCtr *= bgProb; + wCtr = posDistM.clone(); + dist2WeightMatrix(wCtr,wCtr, 0.4); + multiply(colDistM, wCtr, wCtr); + wCtr *= bgProb; } void BackgroundContrast::dist2WeightMatrix( Mat& input, Mat& output, double sigma ) { - Mat temp = input.clone(); - output = input.clone(); - for ( int i = 0; i < output.size[0]; i++ ) - { - for ( int j = 0; j < output.size[1]; j++ ) - { - //if (temp.at(i, j) > 3 * sigma) output.at(i, j) = 0; - //else - //{ - output.at(i, j) = exp(-1 * temp.at(i, j) * temp.at(i, j) / 2 / sigma / sigma); - //} - } - } + Mat temp = input.clone(); + output = input.clone(); + for ( int i = 0; i < output.size[0]; i++ ) + { + for ( int j = 0; j < output.size[1]; j++ ) + { + //if (temp.at(i, j) > 3 * sigma) output.at(i, j) = 0; + //else + //{ + output.at(i, j) = exp(-1 * temp.at(i, j) * temp.at(i, j) / 2 / sigma / sigma); + //} + } + } } void BackgroundContrast::rgb2lab( Mat& inputMeanCol, Mat& outputMeanCol ) { - Mat temp = Mat(inputMeanCol.size[0], 1, CV_32FC3, Scalar::all(0)); - for ( int i = 0; i < inputMeanCol.size[0]; i++ ) - { - temp.at(i, 0)[0] = inputMeanCol.at(i, 0) / 255; - temp.at(i, 0)[1] = inputMeanCol.at(i, 1) / 255; - temp.at(i, 0)[2] = inputMeanCol.at(i, 2) / 255; - } - cvtColor(temp, temp, COLOR_BGR2Lab); - outputMeanCol = inputMeanCol.clone(); - for ( int i = 0; i < outputMeanCol.size[0]; i++ ) - { - outputMeanCol.at(i, 0) = temp.at(i, 0)[0]; - outputMeanCol.at(i, 1) = temp.at(i, 0)[1]; - outputMeanCol.at(i, 2) = temp.at(i, 0)[2]; - } + Mat temp = Mat(inputMeanCol.size[0], 1, CV_32FC3, Scalar::all(0)); + for ( int i = 0; i < inputMeanCol.size[0]; i++ ) + { + temp.at(i, 0)[0] = (float)inputMeanCol.at(i, 0) / 255; + temp.at(i, 0)[1] = (float)inputMeanCol.at(i, 1) / 255; + temp.at(i, 0)[2] = (float)inputMeanCol.at(i, 2) / 255; + } + cvtColor(temp, temp, COLOR_BGR2Lab); + outputMeanCol = inputMeanCol.clone(); + for ( int i = 0; i < outputMeanCol.size[0]; i++ ) + { + outputMeanCol.at(i, 0) = temp.at(i, 0)[0]; + outputMeanCol.at(i, 1) = temp.at(i, 0)[1]; + outputMeanCol.at(i, 2) = temp.at(i, 0)[2]; + } } Mat BackgroundContrast::saliencyMapVisualize( InputArray _saliencyMap, int option ) @@ -353,11 +353,11 @@ Mat BackgroundContrast::saliencyMapVisualize( InputArray _saliencyMap, int optio if (option != 0 ) { - saliency *= 255; - saliency.convertTo(saliency, CV_8U); - if (option == 1) threshold(saliency, saliency, 0, 255, THRESH_BINARY | THRESH_OTSU); - else if (option == 2) threshold(saliency, saliency, 0, 255, THRESH_TOZERO | THRESH_OTSU); - //threshold(saliency, saliency, 0, 255, THRESH_TOZERO | THRESH_OTSU); + saliency *= 255; + saliency.convertTo(saliency, CV_8U); + if (option == 1) threshold(saliency, saliency, 0, 255, THRESH_BINARY | THRESH_OTSU); + else if (option == 2) threshold(saliency, saliency, 0, 255, THRESH_TOZERO | THRESH_OTSU); + //threshold(saliency, saliency, 0, 255, THRESH_TOZERO | THRESH_OTSU); } imshow( "saliencyVisual", saliency ); waitKey( 0 ); From 1ee9867ead4a54c24528f622e6c53e3d446eec13 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Wed, 16 Aug 2017 01:22:57 -0400 Subject: [PATCH 40/44] fix ximgproc casting --- modules/ximgproc/src/selectivesearchsegmentation.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/ximgproc/src/selectivesearchsegmentation.cpp b/modules/ximgproc/src/selectivesearchsegmentation.cpp index e8c644396fe..3f1314f8008 100644 --- a/modules/ximgproc/src/selectivesearchsegmentation.cpp +++ b/modules/ximgproc/src/selectivesearchsegmentation.cpp @@ -169,7 +169,7 @@ namespace cv { char* mask_data = (char*)mask.data; for (unsigned int x = 0; x < regions.total(); x++) { - mask_data[x] = regions_data[x] == r ? 255 : 0; + mask_data[x] = (char)(regions_data[x] == r ? 255 : 0); } // Compute histogram for each channels From 5caf1825ae7dbbb5b293b38fd263414e082ec2ba Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Wed, 16 Aug 2017 08:12:36 -0400 Subject: [PATCH 41/44] change constructors of BackgroundContrast --- .../opencv2/saliency/saliencySpecializedClasses.hpp | 3 ++- modules/saliency/samples/BackgroundContrastSample.cpp | 2 +- modules/saliency/src/BackgroundContrast.cpp | 8 ++++++++ 3 files changed, 11 insertions(+), 2 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index bc97f393390..a6af86c1b0c 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -209,7 +209,8 @@ class CV_EXPORTS_W BackgroundContrast : public StaticSaliency int histBin; double bgWei; public: - BackgroundContrast( double = 5, int = 600, int = 4, int = 2, int = 5 ); + BackgroundContrast(); + BackgroundContrast( double, int, int, int, int ); virtual ~BackgroundContrast(); CV_WRAP static Ptr create() { diff --git a/modules/saliency/samples/BackgroundContrastSample.cpp b/modules/saliency/samples/BackgroundContrastSample.cpp index fcc9544fdb8..5f84e9c79b4 100644 --- a/modules/saliency/samples/BackgroundContrastSample.cpp +++ b/modules/saliency/samples/BackgroundContrastSample.cpp @@ -37,7 +37,7 @@ int main(int argc, char* argv[]) Mat img = imread(img_path); Mat fgImg = imread(foregroundImg_path); - BackgroundContrast bc; + BackgroundContrast bc = BackgroundContrast(); if ( parser.get( "optimization" ) ) { bc.saliencyMapVisualize(bc.saliencyMapGenerator(img, fgImg, 1), 0); diff --git a/modules/saliency/src/BackgroundContrast.cpp b/modules/saliency/src/BackgroundContrast.cpp index 83e316cdca9..4d3e6ff80ba 100644 --- a/modules/saliency/src/BackgroundContrast.cpp +++ b/modules/saliency/src/BackgroundContrast.cpp @@ -33,6 +33,14 @@ namespace cv namespace saliency { +BackgroundContrast::BackgroundContrast() +{ + bgWei = 5; + limitOfSP = 600; + nOfLevel = 4; + usePrior = 2; + histBin = 5; +} BackgroundContrast::BackgroundContrast( double _bgWei, int _limitOfSP, int _nOfLevel, int _usePrior, int _histBin ): limitOfSP(_limitOfSP), nOfLevel(_nOfLevel), usePrior(_usePrior), histBin(_histBin), bgWei(_bgWei) {} BackgroundContrast::~BackgroundContrast(){} From 3ab6109c0e642806d1cf0421aa2b5d783eb418c5 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Mon, 21 Aug 2017 04:19:51 -0400 Subject: [PATCH 42/44] put comment in header file for implemented three saliency methods --- modules/saliency/doc/saliency.bib | 26 ++ .../saliency/saliencySpecializedClasses.hpp | 251 +++++++++++++++--- 2 files changed, 245 insertions(+), 32 deletions(-) diff --git a/modules/saliency/doc/saliency.bib b/modules/saliency/doc/saliency.bib index 0aa094b9332..8c74ef4856b 100644 --- a/modules/saliency/doc/saliency.bib +++ b/modules/saliency/doc/saliency.bib @@ -31,3 +31,29 @@ @inproceedings{FGS year={2010}, organization={Elsevier} } + +@inproceedings{kummerer2014deep, + title={Deep gaze i: Boosting saliency prediction with feature maps trained on imagenet}, + author={K{\"u}mmerer, Matthias and Theis, Lucas and Bethge, Matthias}, + journal={arXiv preprint arXiv:1411.1045}, + year={2014} +} + +@inproceedings{mahadevan2010spatiotemporal, + title={Spatiotemporal saliency in dynamic scenes}, + author={Mahadevan, Vijay and Vasconcelos, Nuno}, + journal={IEEE transactions on pattern analysis and machine intelligence}, + volume={32}, + number={1}, + pages={171--177}, + year={2010}, + publisher={IEEE} +} + +@inproceedings{zhu2014saliency, + title={Saliency optimization from robust background detection}, + author={Zhu, Wangjiang and Liang, Shuang and Wei, Yichen and Sun, Jian}, + booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition}, + pages={2814--2821}, + year={2014} +} diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index a6af86c1b0c..89e008c3fa6 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -154,21 +154,53 @@ class CV_EXPORTS_W StaticSaliencyFineGrained : public StaticSaliency void getIntensity(Mat srcArg, Mat dstArg, Mat dstOnArg, Mat dstOffArg, bool generateOnOff); }; -/** @brief the Deep Gaze 1 Saliency approach from +/** @brief the Deep Gaze 1 Saliency approach from @cite kummerer2014deep -This method use the convolution layers of the pretrained AlexNet, linear combination, center bias and softmax to generate saliency map +This method uses the linear combination of the fifth convolution layers of the pretrained AlexNet, center bias and softmax to generate saliency map. +You can passes your own DNN layers into the DeepGaze1 object and retrain it with "training" method to take advantage of the cutting-edge DNN in future. */ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency { private: + /** @brief This is the field to store the input DNN + * @sa dnn::Net + */ dnn::Net net; + /** @brief This is the field to store the name of selected layer + */ std::vector layers_names; + /** @brief This is the field to store the weight of selected layer + */ std::vector weights; public: - DeepGaze1( std::string = "deploy.prototxt", std::string = "bvlc_alexnet.caffemodel" ); - DeepGaze1( std::string, std::string, std::vector, unsigned ); - DeepGaze1( std::string, std::string, std::vector, std::vector ); + /** @brief This is the simplest constructor. It works with AlexNet caffe implementation. + * You can put the prototxt file and caffemodel file in the project default path or pass the path of required files into the constructor. + * The weights for AlexNet have been tuned and validated. + * @param net_proto The path of AlexNet prototxt file + * @param net_caffemodel The path of AlexNet caffemodel file + * @sa dnn::Net , dnn:readNetFromCaffe + */ + DeepGaze1( std::string net_proto = "deploy.prototxt", std::string net_caffemodel = "bvlc_alexnet.caffemodel" ); + /** @brief This is the constructor works with your own DNN caffe implementation. + * You can put the prototxt file and caffemodel file in the project default path or pass the path of required files into the constructor. + * The weights of the selected layers are randomly initialized. Need to call training method to tune them. + * @param net_proto The path of DNN prototxt file. The default is "deploy.prototxt" + * @param net_caffemodel The path of DNN caffemodel file. The default is "bvlc_alexnet.caffemodel" + * @param selected_layers The name of the layers you selected + * @param n_weights The number of weights you want to initialized + * @sa dnn::Net , dnn:readNetFromCaffe + */ + DeepGaze1( std::string net_proto, std::string net_caffemodel, std::vector selected_layers, unsigned n_weights); + /** @brief This is the constructor works with your own DNN caffe implementation with your own tuned weights. + * You can put the prototxt file and caffemodel file in the project default path or pass the path of required files into the constructor. + * @param net_proto The path of DNN prototxt file + * @param net_caffemodel The path of DNN caffemodel file + * @param selected_layers The name of the layers you selected + * @param i_weights The weights you want to initializedcv + * @sa dnn::Net , dnn:readNetFromCaffe + */ + DeepGaze1( std::string net_proto, std::string net_caffemodel, std::vector selected_layers, std::vector i_weights); virtual ~DeepGaze1(); CV_WRAP static Ptr create() { @@ -180,36 +212,105 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency return false; return computeSaliencyImpl( image, saliencyMap ); } - Mat saliencyMapGenerator( Mat, Size = Size(227, 227) ); - void training( std::vector&, std::vector&, int = 1, unsigned = 100, double = 0.9, double = 0.01, double = 0.01, Size = Size(227, 227) ); + /** @brief This is the method you can use to generate saliency map with your own input image size. + * The input image size you set must fit your own DNN structure. + * @param input_image The Mat you want to be processed + * @param input_size The image size that fit your DNN structure. The default setting is 227 * 227 which fits AlexNet + */ + Mat saliencyMapGenerator( Mat input_image, Size input_size = Size(227, 227) ); + /** @brief This is the method you can use to train untuned linear combination weights of DNN selected layers. + * Be careful about decayed momentum SGD hyperparameter you set like the batch size, the learning rate, the momentum, the number iteration, the decay rate. + * The default hyperparameter is not for pretrained AlexNet weights. + * Do not be shock by the saliency map you generated. It needs to be thresholded before revealing saliency objects. You can use Otsu's method to threshold the saliency map and get the foreground object. + * @param images The training set images + * @param fixMaps The saliency map of training set + * @param iteration The number of times you iterate on the same batch. The default is 1 + * @param batch_size The size of the batch. The default is 100 + * @param momentum The value of momentum. The default is 0.9 + * @param alpha The value of SGD learnin rate. The default is 0.01. Inproper setting may make performance worse + * @param decay The value of decay. The default is 0.01 + * @param input_size The image size that fit your DNN structure. The default setting is 227 * 227 which fits AlexNet + */ + void training( std::vector& images, std::vector& fixMaps, int iteration = 1, unsigned batch_size = 100, double momentum = 0.9, double alpha = 0.01, double decay = 0.01, Size input_size = Size(227, 227) ); + /** @brief This is the method you can use to calculate the AUC. + * @param _saliencyMap The saliency map to be tested + * @param _fixtionMap The ground truth map + */ double computeAUC( InputArray _saliencyMap, InputArray _fixtionMap ); + /** @brief This is the method you can use to visualize saliency map. + * @param _saliencyMap The saliency map to be visualized + */ void saliencyMapVisualize( InputArray _saliencyMap ); protected: bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); - std::vector featureMapGenerator( Mat, Size ); - static Mat comb( std::vector&, std::vector ); - static Mat softmax( Mat ); - static std::vector evalGrad( std::vector&, std::vector&, std::vector, Size ); - std::vector batchIndex( unsigned, unsigned ); - static double loss( std::vector, std::vector ); - static std::vector mapSampler( Mat, std::vector ); - std::vector fixationLoc( Mat, Size ); + /** @brief This is the method to retrieve layers from the DNN net which are normalized to have unit standard deviation on each elements across all layers. + * @param img The img to be processed by DNN + * @param input_size The rescaled image size that fits DNN + */ + std::vector featureMapGenerator( Mat img, Size input_size ); + /** @brief This is the method to do linear combination of selected normalized layers and Gaussian blur it. + * @param featureMaps The selected normalized layers generated by method "featureMapGenerator" + * @param wei The weights of selected normalized layers + */ + static Mat comb( std::vector& featureMaps, std::vector wei ); + /** @brief This is the method to do softmax + * @param res The result of method "comb" + */ + static Mat softmax( Mat res ); + /** @brief This is the method to calculate grandients of loss function + * @param featureMaps The selected normalized layers generated by method "featureMapGenerator" + * @param randIndex The index of dimensions that you want to used to accumulate the loss + * @param wei The weights of selected normalized layers to be updated + * @param input_size The input image size which needs to fit the DNN you choose + */ + static std::vector evalGrad( std::vector& featureMaps, std::vector& randIndex, std::vector wei, Size input_size ); + /** @brief This is the method to randomly draw index of images in training dataset + * @param total The size of the training dataset + * @param batchSize The size of the batch you want to draw + */ + std::vector batchIndex( unsigned total, unsigned batchSize ); + /** @brief This is the method to calculate the loss in order to update weights + * @param saliency_sample The value of sampled elements on saliency map which are used to accumulate the loss + * @param wei The weights of selected normalized layers in current iteration + */ + static double loss( std::vector saliency_sample, std::vector wei ); + /** @brief This is the method to sample the elements on saliency map in current iteration + * @param saliency Saliency map to be sampled + * @param randIndex The index of elements to be sampled + */ + static std::vector mapSampler( Mat saliency, std::vector randIndex ); + /** @brief This is the method to determine which element on the fixation map in the training datasets belongs to saliency objects and generate the sampled elements index. + * @param img The fixation map in the training datasets + * @param input_size The input image size that fits DNN you choose + */ + std::vector fixationLoc( Mat img, Size input_size ); }; -/** @brief the Deep Gaze 1 Saliency approach from +/** @brief the Background Contrast Saliency approach from @cite zhu2014saliency -This method use the convolution layers of the pretrained AlexNet, linear combination, center bias and softmax to generate saliency map +This method uses seed superpixel algorithm to partition the image and calculate the probability of belonging to background with CIE-Lab color contrast. +This method also provides an optimization framework may help foreground based saliency method perform better. */ class CV_EXPORTS_W BackgroundContrast : public StaticSaliency { private: + /** @brief + * limitOfSp is the maximum number of superpixel + * nOfLevel, usePrior, histBin is same as the seed superpixel method + * bgWei determine the weight of background when optimized with foreground method + */ int limitOfSP; int nOfLevel; int usePrior; int histBin; double bgWei; public: + /** @brief This is the default constructor. + * It will initialize with bgWei: 5, limitOfSp: 600, nOfLevel: 4, usePrior: 2, histBin: 5 + */ BackgroundContrast(); + /** @brief This is the constructor user can custumized those parameters + */ BackgroundContrast( double, int, int, int, int ); virtual ~BackgroundContrast(); CV_WRAP static Ptr create() @@ -222,17 +323,72 @@ class CV_EXPORTS_W BackgroundContrast : public StaticSaliency return false; return computeSaliencyImpl( image, saliencyMap ); } - Mat saliencyMapGenerator( const Mat, const Mat = Mat(), int = 0 ); - void saliencyOptimize( const Mat, const Mat, const Mat, const Mat, Mat&, double = 5, double = 14 ); - Mat saliencyMapVisualize( InputArray _saliencyMap, int = 0 ); + /** @brief This is the method you can use to generate saliency map with or without outside saliency map + * @param img The image to be processed + * @param fgImg The outside saliency map to be optimized with aggregated optimization framework + * @param option The flag parameter for user to use outside saliency map or not. The default is 0 which represents do not use outside saliency map. 1 represents outside saliency map will be optimized + */ + Mat saliencyMapGenerator( const Mat img, const Mat fgImg = Mat(), int option = 0 ); + /** @brief This is the method you can use to visualize saliency map + * This method offers 3 different threshold options to retrieve saliency object from saliency map. + * @param _saliencyMap The saliency map to be visualized + * @param option 0(default): no threshold, 1: threshold with Otsu's method and binary threshold, 2: threshold with Otsu's method and tozero threshold + */ + Mat saliencyMapVisualize( InputArray _saliencyMap, int option = 0 ); protected: + /** @brief This is the method to use background probability to optimize saliency map + * This method essentially use least-square to solve an optimization problem. + * @param adjcMatrix superpixel adjacency matrix calculated by method superpixelSplit + * @param colDistM superpixel CIE-Lab color distance matrix calcualted by method getColorPosDis + * @param bgWeight The value of background probability + * @param fgWeight The value of foreground probability(saliency) + * @param saliencyOptimized The output optimized saliency map + * @param bgLambda The weight of background probability compared with foreground probability, default 5 + * @param neiSigma The variance that used to transform smoothness weight into [0, 1] range, default 14 + */ + void saliencyOptimize( const Mat adjcMatrix, const Mat colDistM, const Mat bgWeight, const Mat fgWeight, Mat& saliencyOptimized, double bgLambda = 5, double neiSigma = 14 ); bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); - void superpixelSplit( const Mat, Mat&, Mat& ); - std::vector getBndPatchIds( const Mat, int = 8); - void getColorPosDis( const Mat, const Mat, Mat&, Mat&, int ); - void boundaryConnectivity( const Mat, const Mat, Mat&, std::vector, double = 3.0, double = 7.0 ); - void getWeightedContrast( const Mat, const Mat, const Mat, Mat& ); + /** @brief This is the method to use opencv seed superpixel method to split the image and return label of each pixel and adjacency matrix + * @param img The image to be processed + * @param idxImg The output label map of each pixel + * @param adjcMatrix The output adjacency matrix + */ + void superpixelSplit( const Mat img, Mat& idxImg, Mat& adjcMatrix ); + /** @brief This is the method to find background superpixel + * @param idxImg The label of each pixel in the original image + * @param thickness The width of background boundary, default is 8 + */ + std::vector getBndPatchIds( const Mat idxImg, int thickness = 8); + /** @brief this is the method to calculate superpixel CIE-Lab color distance matrix and geographic distance matrix + * @param img The image to be processed + * @param idxImg The label of each pixel + * @param colDistM The output superpixel color distance matrix + * @param posDistM The output superpixel geographic distance matrix + * @param nOfSP The number of superpixels that the image is splited + */ + void getColorPosDis( const Mat img, const Mat idxImg, Mat& colDistM, Mat& posDistM, int nOfSP); + /** @brief This is the method to calculate the background probability of each superpixel + * This method use floyd algorithm to find all shorted path between superpixels + * @param adjcMatrix The adjacency matrix of superpixels + * @param colDistM The superpixel color distance matrix + * @param bdProb The output superpixel background probability + * @param bdIds The index of background superpixels + * @param clipVal The bias of distance between adjacent superpixels, default 3 + * @param geoSigma The variance that used to transform geographic distance into [0, 1] range, default 7 + */ + void boundaryConnectivity( const Mat adjcMatrix, const Mat colDistM, Mat& bdProb, std::vector bdIds, double clipVal = 3.0, double geoSigma = 7.0 ); + /** @brief This is the method to calcualte weighted background contrast + * @param colDistM The superpixel color distance matrix + * @param posDistM The superpixel geographic distance matrix + * @param bgProb The background probability of superpixels + * @param wCtr The background weighted contrast which can be treated as the saliency map generated by the background probability + */ + void getWeightedContrast( const Mat colDistM, const Mat posDistM, const Mat bgProb, Mat& wCtr ); + /** @brief This is the method to transform the input value into [0,1] range with variance + */ void dist2WeightMatrix( Mat&, Mat&, double ); + /** @brief This is the method to transform OpenCV BGR color into CIE-Lab color space + */ void rgb2lab( Mat&, Mat& ); }; @@ -344,9 +500,9 @@ class CV_EXPORTS_W MotionSaliencyBinWangApr2014 : public MotionSaliency }; -/** @brief the Deep Gaze 1 Saliency approach from +/** @brief the Discriminant Saliency approach from @cite mahadevan2010spatiotemporal -This method use the convolution layers of the pretrained AlexNet, linear combination, center bias and softmax to generate saliency map +This method uses dynamic texture model to capture the essence of dynamic background and seperate it from non background object. */ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency { @@ -359,6 +515,8 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency unsigned temporalSize; unsigned stride; public: + /** @brief The structure to store dynamic texture model parameters + */ struct DT { Mat A; @@ -370,11 +528,20 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency double VAR; }; // DiscriminantSaliency(); - DiscriminantSaliency(unsigned = 1, Size = Size(127, 127), unsigned = 10, unsigned = 8, unsigned = 96, unsigned = 400, unsigned = 11); + /** @brief Constructor + * @param _stride The parameter to adjust saliency map resolution level. The higher the parameter is, the lower the resolution is, the faster the processing is, default 1 + * @param _imgProcessingSize The image size to be processed. You can rescale the image with this parameter. The larger the image is, the slower the processing is, default 127 * 127 + * @param _hidden The hidden space dimension. The default is 10. + * @param _center The center window size. The default is 8 * 8 + * @param _window The sliding window size. The default is 96 * 96 + * @param _patch This parameter determines how many pixels are drawed when estimate dynamic texture parameters, default is 400 + * @param _temporal This parameter determines how many frames are considered when estimate dynamic texture parameters, default is 11 + */ + DiscriminantSaliency(unsigned _stride = 1, Size _imgProcessingSize = Size(127, 127), unsigned _hidden = 10, unsigned _center = 8, unsigned _window = 96, unsigned _patch = 400, unsigned _temporal = 11); virtual ~DiscriminantSaliency(); - CV_WRAP static Ptr create() + CV_WRAP static Ptr create() { - return makePtr(); + return makePtr(); } CV_WRAP bool computeSaliency( InputArray image, OutputArray saliencyMap ) { @@ -382,13 +549,33 @@ class CV_EXPORTS_W DiscriminantSaliency : public MotionSaliency return false; return computeSaliencyImpl( image, saliencyMap ); } - void dynamicTextureEstimator( const Mat, DT& ); + /** @brief This is the method to estimate dynamic texture parameters + * @param img_sq The sequence of pixels of randomly sampled patches in each temporal patch. The 2d images are transformed into 1d vertical vectors + * @param para The output dynamic texture parameters + */ + void dynamicTextureEstimator( const Mat img_sq , DT& para ); + /** @brief This method is used to randomly sample patches from each sliding window and center area + * @param img_sq frames sequence + * @param index the start index of the currently processed frames + * @param r the currently processed pixel vertical index + * @param c the currently processed pixel horizontal index + * @param center the center window + * @param surround the sliding window pixels surround center window + * @param all sliding window + */ void patchGenerator( const std::vector& img_sq, unsigned index, unsigned r, unsigned c, Mat& center, Mat& surround, Mat& all ); std::vector saliencyMapGenerator( std::vector, std::vector& ); + /** @brief This is the method you can use to visualize saliency map. + * @param _saliencyMap The saliency map to be visualized + */ void saliencyMapVisualize( InputArray _saliencyMap ); protected: bool computeSaliencyImpl( InputArray image, OutputArray saliencyMap ); - double KLdivDT( const DT&, const DT& ); + /** @brief This is the core function to calculate the KL divergence between center window and sliding window with dynamic texture parameters + * @param para_c The center window dynamic texture parameters + * @param para_w The sliding window dynamic texture parameters + */ + double KLdivDT( const DT& para_c, const DT& para_w ); }; /************************************ Specific Objectness Specialized Classes ************************************/ From eb20d8fa7868efaeb132de3bca4e66c787c54692 Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Fri, 25 Aug 2017 19:11:12 -0400 Subject: [PATCH 43/44] add alexnet download info in document and offer option to make DeepGaze1 sample work without calculating AUC --- modules/cnn_3dobj/testdata/cv/deploy.prototxt | 149 ++++++++++++++++++ .../saliency/saliencySpecializedClasses.hpp | 3 + modules/saliency/samples/DeepGaze1Sample.cpp | 4 +- modules/saliency/samples/deploy.prototxt | 149 ++++++++++++++++++ 4 files changed, 304 insertions(+), 1 deletion(-) create mode 100644 modules/cnn_3dobj/testdata/cv/deploy.prototxt create mode 100644 modules/saliency/samples/deploy.prototxt diff --git a/modules/cnn_3dobj/testdata/cv/deploy.prototxt b/modules/cnn_3dobj/testdata/cv/deploy.prototxt new file mode 100644 index 00000000000..9c508b69f16 --- /dev/null +++ b/modules/cnn_3dobj/testdata/cv/deploy.prototxt @@ -0,0 +1,149 @@ +name: "CaffeNet" +input: "data" +input_dim: 10 +input_dim: 3 +input_dim: 227 +input_dim: 227 +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + convolution_param { + num_output: 96 + kernel_size: 11 + stride: 4 + } +} +layer { + name: "relu1" + type: "ReLU" + bottom: "conv1" + top: "conv1" +} +layer { + name: "pool1" + type: "Pooling" + bottom: "conv1" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "norm1" + type: "LRN" + bottom: "pool1" + top: "norm1" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "conv2" + type: "Convolution" + bottom: "norm1" + top: "conv2" + convolution_param { + num_output: 256 + pad: 2 + kernel_size: 5 + group: 2 + } +} +layer { + name: "relu2" + type: "ReLU" + bottom: "conv2" + top: "conv2" +} +layer { + name: "pool2" + type: "Pooling" + bottom: "conv2" + top: "pool2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "norm2" + type: "LRN" + bottom: "pool2" + top: "norm2" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "conv3" + type: "Convolution" + bottom: "norm2" + top: "conv3" + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu3" + type: "ReLU" + bottom: "conv3" + top: "conv3" +} +layer { + name: "conv4" + type: "Convolution" + bottom: "conv3" + top: "conv4" + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + group: 2 + } +} +layer { + name: "relu4" + type: "ReLU" + bottom: "conv4" + top: "conv4" +} +layer { + name: "conv5" + type: "Convolution" + bottom: "conv4" + top: "conv5" + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + group: 2 + } +} +layer { + name: "relu5" + type: "ReLU" + bottom: "conv5" + top: "conv5" +} +layer { + name: "pool5" + type: "Pooling" + bottom: "conv5" + top: "pool5" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} \ No newline at end of file diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 89e008c3fa6..2fa97e8a2d6 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -185,6 +185,9 @@ class CV_EXPORTS_W DeepGaze1 : public StaticSaliency /** @brief This is the constructor works with your own DNN caffe implementation. * You can put the prototxt file and caffemodel file in the project default path or pass the path of required files into the constructor. * The weights of the selected layers are randomly initialized. Need to call training method to tune them. + * To download the caffemodel of Alexnet: http://dl.caffe.berkeleyvision.org/bvlc_alexnet.caffemodel + * The prototxt we use is slightly different from the one in the bvlc github: https://github.com/BVLC/caffe/blob/master/models/bvlc_alexnet/deploy.prototxt + * To find the modified "deploy.prototxt" specific for DeepGaze1 module: https://github.com/opencv/opencv_contrib/tree/master/modules/cnn_3dobj/testdata/cv/deploy.prototxt * @param net_proto The path of DNN prototxt file. The default is "deploy.prototxt" * @param net_caffemodel The path of DNN caffemodel file. The default is "bvlc_alexnet.caffemodel" * @param selected_layers The name of the layers you selected diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index 48884c21512..6cc6b1c60ae 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -26,6 +26,7 @@ int main(int argc, char* argv[]) "{ help h usage ? | | show this message }" "{ train |0 | set training on }" "{ default |1 | use default deep net(AlexNet) and default weights }" + "{ AUC |0 | calculate AUC with input fixation map }" "{ img_path | | path to folder with img }" "{ fix_path | | path to folder with fixation img for compute AUC }" "{ model_path |bvlc_alexnet.caffemodel | path to your caffe model }" @@ -71,7 +72,8 @@ int main(int argc, char* argv[]) Mat res2; g.computeSaliency( imread( img_path ), res2 ); resize( res2, res2, Size( 1024, 768 ) ); - cout << "AUC = " << g.computeAUC( res2, imread( fix_path, 0 ) ) << endl;; + if ( parser.get( "AUC") ) + cout << "AUC = " << g.computeAUC( res2, imread( fix_path, 0 ) ) << endl;; g.saliencyMapVisualize( res2 ); file.open( "saliency.csv" ); for ( int i = 0; i < res2.rows; i++) diff --git a/modules/saliency/samples/deploy.prototxt b/modules/saliency/samples/deploy.prototxt new file mode 100644 index 00000000000..9c508b69f16 --- /dev/null +++ b/modules/saliency/samples/deploy.prototxt @@ -0,0 +1,149 @@ +name: "CaffeNet" +input: "data" +input_dim: 10 +input_dim: 3 +input_dim: 227 +input_dim: 227 +layer { + name: "conv1" + type: "Convolution" + bottom: "data" + top: "conv1" + convolution_param { + num_output: 96 + kernel_size: 11 + stride: 4 + } +} +layer { + name: "relu1" + type: "ReLU" + bottom: "conv1" + top: "conv1" +} +layer { + name: "pool1" + type: "Pooling" + bottom: "conv1" + top: "pool1" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "norm1" + type: "LRN" + bottom: "pool1" + top: "norm1" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "conv2" + type: "Convolution" + bottom: "norm1" + top: "conv2" + convolution_param { + num_output: 256 + pad: 2 + kernel_size: 5 + group: 2 + } +} +layer { + name: "relu2" + type: "ReLU" + bottom: "conv2" + top: "conv2" +} +layer { + name: "pool2" + type: "Pooling" + bottom: "conv2" + top: "pool2" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} +layer { + name: "norm2" + type: "LRN" + bottom: "pool2" + top: "norm2" + lrn_param { + local_size: 5 + alpha: 0.0001 + beta: 0.75 + } +} +layer { + name: "conv3" + type: "Convolution" + bottom: "norm2" + top: "conv3" + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + } +} +layer { + name: "relu3" + type: "ReLU" + bottom: "conv3" + top: "conv3" +} +layer { + name: "conv4" + type: "Convolution" + bottom: "conv3" + top: "conv4" + convolution_param { + num_output: 384 + pad: 1 + kernel_size: 3 + group: 2 + } +} +layer { + name: "relu4" + type: "ReLU" + bottom: "conv4" + top: "conv4" +} +layer { + name: "conv5" + type: "Convolution" + bottom: "conv4" + top: "conv5" + convolution_param { + num_output: 256 + pad: 1 + kernel_size: 3 + group: 2 + } +} +layer { + name: "relu5" + type: "ReLU" + bottom: "conv5" + top: "conv5" +} +layer { + name: "pool5" + type: "Pooling" + bottom: "conv5" + top: "pool5" + pooling_param { + pool: MAX + kernel_size: 3 + stride: 2 + } +} \ No newline at end of file From 145e29564d081c2ceb1a64f368c506f5c5c2f9fe Mon Sep 17 00:00:00 2001 From: Shengxin Qian Date: Sat, 26 Aug 2017 07:04:49 -0400 Subject: [PATCH 44/44] fix tab problem --- .../saliency/saliencySpecializedClasses.hpp | 20 +++++++++---------- modules/saliency/samples/DeepGaze1Sample.cpp | 2 +- modules/saliency/src/BackgroundContrast.cpp | 10 +++++----- 3 files changed, 16 insertions(+), 16 deletions(-) diff --git a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp index 2fa97e8a2d6..9fefbb1faf3 100644 --- a/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp +++ b/modules/saliency/include/opencv2/saliency/saliencySpecializedClasses.hpp @@ -162,12 +162,12 @@ You can passes your own DNN layers into the DeepGaze1 object and retrain it with class CV_EXPORTS_W DeepGaze1 : public StaticSaliency { private: - /** @brief This is the field to store the input DNN - * @sa dnn::Net - */ + /** @brief This is the field to store the input DNN + * @sa dnn::Net + */ dnn::Net net; - /** @brief This is the field to store the name of selected layer - */ + /** @brief This is the field to store the name of selected layer + */ std::vector layers_names; /** @brief This is the field to store the weight of selected layer */ @@ -297,11 +297,11 @@ This method also provides an optimization framework may help foreground based sa class CV_EXPORTS_W BackgroundContrast : public StaticSaliency { private: - /** @brief - * limitOfSp is the maximum number of superpixel - * nOfLevel, usePrior, histBin is same as the seed superpixel method - * bgWei determine the weight of background when optimized with foreground method - */ + /** @brief + * limitOfSp is the maximum number of superpixel + * nOfLevel, usePrior, histBin is same as the seed superpixel method + * bgWei determine the weight of background when optimized with foreground method + */ int limitOfSP; int nOfLevel; int usePrior; diff --git a/modules/saliency/samples/DeepGaze1Sample.cpp b/modules/saliency/samples/DeepGaze1Sample.cpp index 6cc6b1c60ae..2e2e72a32ee 100644 --- a/modules/saliency/samples/DeepGaze1Sample.cpp +++ b/modules/saliency/samples/DeepGaze1Sample.cpp @@ -26,7 +26,7 @@ int main(int argc, char* argv[]) "{ help h usage ? | | show this message }" "{ train |0 | set training on }" "{ default |1 | use default deep net(AlexNet) and default weights }" - "{ AUC |0 | calculate AUC with input fixation map }" + "{ AUC |0 | calculate AUC with input fixation map }" "{ img_path | | path to folder with img }" "{ fix_path | | path to folder with fixation img for compute AUC }" "{ model_path |bvlc_alexnet.caffemodel | path to your caffe model }" diff --git a/modules/saliency/src/BackgroundContrast.cpp b/modules/saliency/src/BackgroundContrast.cpp index 4d3e6ff80ba..9d7eca2c5ff 100644 --- a/modules/saliency/src/BackgroundContrast.cpp +++ b/modules/saliency/src/BackgroundContrast.cpp @@ -35,11 +35,11 @@ namespace saliency BackgroundContrast::BackgroundContrast() { - bgWei = 5; - limitOfSP = 600; - nOfLevel = 4; - usePrior = 2; - histBin = 5; + bgWei = 5; + limitOfSP = 600; + nOfLevel = 4; + usePrior = 2; + histBin = 5; } BackgroundContrast::BackgroundContrast( double _bgWei, int _limitOfSP, int _nOfLevel, int _usePrior, int _histBin ): limitOfSP(_limitOfSP), nOfLevel(_nOfLevel), usePrior(_usePrior), histBin(_histBin), bgWei(_bgWei) {} BackgroundContrast::~BackgroundContrast(){}