DepthNormalCurvaturePred

Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs

Requirements

Theano (commit bd1a12ed706)

Lasagne (commit 54e3ae1f1c)

Lasagne model

Curvature Estimatation Code

https://github.com/aspek1/QuadricCurvature

Citing the Paper(s)

If you found this repository useful please cite the following:

@article{dharmasiri2017joint,
  title={Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs},
  author={Dharmasiri, Thanuja and Spek, Andrew and Drummond, Tom},
  journal={arXiv preprint arXiv:1706.07593},
  year={2017}
}