Below are year-wise tables. Columns: Title, Authors, Venue, Paper, Code. A dash (–) indicates the link is unavailable.
| Title | Authors | Venue | Paper | Code |
|---|---|---|---|---|
| Hyperspectral Tracker with Constrained Object Adaptive Learning and Trajectory Construction | Ye Wang; Mingyang Ma; Ge Zhang; Yuheng Liu; Tao Gao; Shaohui Mei | TCSVT | Link | Link |
| A Multi-Stream Visual-Spectral-Spatial Adaptive Hyperspectral Object Tracking | Pengfei Wei; Liu Qiao; Zhenyu He; Di Yuan | ICMR | Link | - |
| Hyperspectral Object Tracking with Spectral Information Prompt | Gang He; Long Gao; Langkun Chen; Yan Jiang; Weiying Xie; Yunsong Li | TCSVT | Link | Link |
| UBSTrack: Unified Band Selection and Multi-Model Ensemble for Hyperspectral Object Tracking | Mohammad Aminul Islam; Jun Zhou; Wangzhi Xing; Yongsheng Gao; Kuldip K. Paliwal | TGRS | Link | Link |
| Hyperspectral Video Tracking with Spectral-Spatial Fusion and Memory Enhancement | Yuzeng Chen; Qiangqiang Yuan; Hong Xie; Yuqi Tang; Yi Xiao; Jiang He; Renxiang Guan; Xinwang Liu; Liangpei Zhang | TIP | Link | Link |
| Historical Object-Aware Prompt Learning for Universal Hyperspectral Object Tracking | Lu Zhang; Rui Yao; Yuhong Zhang; Yong Zhou; Fuyuan Hu; Jiaqi Zhao; Zhiwen Shao | ACM TOMM | Link | Link |
| ProFiT: A prompt-guided frequency-aware filtering and template-enhanced interaction framework for hyperspectral video tracking | Yuzeng Chen; Qiangqiang Yuan; Yuqi Tang; Xin Wang; Yi Xiao; Jiang He; Ziyang Lihe; Xianyu Jin | ISPRS | Link | Link |
| Hyperspectral Object Tracking With Context-Aware Learning and Category Consistency | Ye Wang; Shaohui Mei; Mingyang Ma; Yuheng Liu; Tao Gao; Huiyang Han | TGRS | Link | - |
| Hyperspectral Adapter for Object Tracking based on Hyperspectral Video | Long Gao; Yunhe Zhang; Langkun Chen; Yan Jiang; Weiying Xie; Yunsong Li | arXiv | Link | - |
| MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking | Haolin Qin; Tingfa Xu; Tianhao Li; Zhenxiang Chen; Tao Feng; Jianan Li | CVPR | Link | Link |
| Spatial-Spectral-Temporal Correlation Filter for Hyperspectral Object Tracking | Fengchao Xiong; Yongle Sun; Jun Zhou; Jianfeng Lu; Yuntao Qian | TGRS | Link | Link |
| HotMoE: Exploring Sparse Mixture-of-Experts for Hyperspectral Object Tracking | Wenfang Sun; Yuedong Tan; Jingyuan Li; Shuwei Hou; Xiaobo Li; Yingzhao Shao; Zhe Wang; Beibei Song | TMM | Link | Link |
| Multi-domain universal representation learning for hyperspectral object tracking | Zhuanfeng Li; Fengchao Xiong; Jianfeng Lu; Jing Wang; Diqi Chen; Jun Zhou; Yuntao Qian | Pattern Recognition | Link | Link |
| HTACPE: A Hybrid Transformer with Adaptive Content and Position Embedding for Sample Learning Efficiency of Hyperspectral Tracker | Ye Wang; Shaohui Mei; Mingyang Ma; Yuheng Liu; Yuru Su | TMM | Link | - |
| SASU-Net: Hyperspectral video tracker based on spectral adaptive aggregation weighting and scale updating | Dong Zhao; Haorui Zhang; Pattathal V. Arun; Kunpeng Huang; Wenhao Jiang; Shiyu Lia; Xuguang Zhu; Xiaofang Pei; Huixin Zhou | ESWA | Link | Link |
| Title | Authors | Venue | Paper | Code |
|---|---|---|---|---|
| Hyperspectral Object Tracking with Dual-Stream Prompt | Rui Yao; Lu Zhang; Yong Zhou; Hancheng Zhu; Jiaqi Zhao; Zhiwen Shao | TGRS | Link | Link |
| A Deep Temporal-Spectral-Spatial Anchor-Free Siamese Tracking Network for Hyperspectral Video Object Tracking | Zhenqi Liu; Yanfei Zhong; Guorui Ma; Xinyu Wang; Liangpei Zhang | TGRS | Link | Link |
| PHTrack: Prompting for Hyperspectral Video Tracking | Yuzeng Chen; Yuqi Tang; Xin Su; Jie Li; Yi Xiao; Jiang He; Qiangqiang Yuan | TGRS | Link | Link |
| SSTtrack: A Unified Hyperspectral Video Tracking Framework via Modeling Spectral-Spatial-Temporal Conditions | Yuzeng Chen; Qiangqiang Yuan; Yuqi Tang; Yi Xiao; Jiang He; Te Han; Zhenqi Liu; Liangpei Zhang | Information Fusion | Link | Link |
| BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking | Hanzheng Wang; Wei Li; Xiang-Gen Xia; Qian Du | arXiv | Link | - |
| Transformer-Based Band Regrouping with Feature Refinement for Hyperspectral Object Tracking | Hanzheng Wang; Wei Li; Xiang-Gen Xia; Qian Du; Jing Tian; Qing Shen | TGRS | Link | - |
| Domain Adaptation-aware Transformer for Hyperspectral Object Tracking | Yinan Wu; Licheng Jiao; Xu Liu; Fang Liu; Shuyuan Yang; Lingling Li | TCSVT | Link | Link |
| SENSE: Hyperspectral Video Object Tracker via Fusing Material and Motion Cues | Yuzeng Chen; Qiangqiang Yuan; Yuqi Tang; Yi Xiao; Jiang He; Zhenqi Liu | Information Fusion | Link | Link |
| SSF-Net: Spatial-Spectral Fusion Network with Spectral Angle Awareness for Hyperspectral Object Tracking | Hanzheng Wang; Wei Li; Xiang-Gen Xia; Qian Du; Jing Tian | arXiv | Link | - |
| A Channel Adaptive Dual Siamese Network for Hyperspectral Object Tracking | Xiao Jiang; Xinyu Wang; Chen Sun; Zengliang Zhu; Yanfei Zhong | TGRS | Link | - |
| Material-Guided Multiview Fusion Network for Hyperspectral Object Tracking | Zhuanfeng Li; Fengchao Xiong; Jun Zhou; Jianfeng Lu; Zhuang Zhao; Yuntao Qian | TGRS | Link | Link |
| SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object Tracking | Yuzeng Chen; Qiangqiang Yuan; Yuqi Tang; Yi Xiao; Jiang He; Liangpei Zhang | TGRS | Link | Link |
| Title | Authors | Venue | Paper | Code |
|---|---|---|---|---|
| SFA-guided mosaic transformer for tracking small objects in snapshot spectral imaging | Lulu Chen; Yongqiang Zhao; Seong G. Kong | ISPRS | Link | Link |
| Hy-Tracker: A Novel Framework for Enhancing Efficiency and Accuracy of Object Tracking in Hyperspectral Videos | Mohammad Aminul Islam; Wangzhi Xing; Jun Zhou; Yongsheng Gao; Kuldip K. Paliwal | arXiv | Link | Link |
| HHTrack: Hyperspectral Object Tracking Using Hybrid Attention | Yuedong Tan; Wenfang Sun; Jieran Yuan; Wenwang Du; Zhe Wang; Nan Mao; Beibei Song | arXiv | Link | - |
| SiamOHOT: A Lightweight Dual Siamese Network for Onboard Hyperspectral Object Tracking via Joint Spatial–Spectral Knowledge Distillation | Chen Sun; Xinyu Wang; Zhenqi Liu; Yuting Wan; Liangpei Zhang; Yanfei Zhong | TGRS | Link | - |
| CBFF-Net: A New Framework for Efficient and Accurate Hyperspectral Object Tracking | Long Gao; Pan Liu; Yan Jiang; Weiying Xie; Jie Lei; Yunsong Li; Qian Du | TGRS | Link | - |
| SiamBAG: Band Attention Grouping-based Siamese Object Tracking Network for Hyperspectral Videos | Wei Li; Zengfu Hou; Jun Zhou; Ran Tao | TGRS | Link | Link |
| Learning a Deep Ensemble Network With Band Importance for Hyperspectral Object Tracking | Zhuanfeng Li; Fengchao Xiong; Jun Zhou; Jianfeng Lu; Yuntao Qian | TIP | Link | Link |
| AD-SiamRPN: Anti-Deformation Object Tracking via an Improved Siamese Region Proposal Network on Hyperspectral Videos | Shiqing Wang; Kun Qian; Jianlu Shen; Hongyu Ma; Peng Chen | Remote Sensing | Link | Link |
| TMTNet: A Transformer-Based Multimodality Information Transfer Network for Hyperspectral Object Tracking | Chunhui Zhao; Hongjiao Liu; Nan Su; Congan Xu; Yiming Yan; Shou Feng | Remote Sensing | Link | - |
| A Spectral–Spatial Transformer Fusion Method for Hyperspectral Video Tracking | Ye Wang; Yuheng Liu; Mingyang Ma | Remote Sensing | Link | - |
| Background-Aware Band Selection for Object Tracking in Hyperspectral Videos | Mohammad Aminul Islam; Jun Zhou; Weichuan Zhang; Yongsheng Gao | GRSL | Link | Link |
| A Siamese network-based tracking framework for hyperspectral video | Yiming Tang; Hong Huang; Yufei Liu; Yuan Li | Neural Computing and Applications | Link | - |
| VP-HOT: Visual Prompt for Hyperspectral Object Tracking | Shaoxiong Xie; Jia Li; Lin Zhao; WenJing Hu; Guoyun Zhang; Jianhui Wu; Xinpin Li | WHISPERS | Link | - |
| HHTrack: Hyperspectral Object Tracking Based on Hybrid Attention | Yuedong Tan; Wenfang Sun; Jieran Yuan; Wenwang Du; Zhe Wang; Nan Mao; Beibei Song | WHISPERS | Link | - |
| Multi-Band Hyperspectral Object Tracking: Leveraging Spectral Information Prompts and Spectral Scale-Aware Representation | Hongjiao Liu; Jiayue He; Jinpeng Wang; Nan Su; Chunhui Zhao; Yiming Yan; Shou Feng; Ze Liu; Jianfei Liu; Zilong Zhao | WHISPERS | Link | - |
| HSPTrack: Hyperspectral Sequence Prediction Tracker with Transformers | Ye Wang; Yuheng Liu; Mingyang Ma; Yuru Su; Shaohui Mei | WHISPERS | Link | - |
| Multi Modality Siamese Feature Fusion Transformer Tracker for Object Tracking from Hyperspectral Videos | Mohammad Aminul Islam; Wangzhi Xing; Jun Zhou | WHISPERS | Link | - |
| Visual prompt multi-modal tracking | Jiawen Zhu; Simiao Lai; Xin Chen; Dong Wang; Huchuan Lu | CVPR | Link | Link |
| Title | Authors | Venue | Paper | Code |
|---|---|---|---|---|
| SiamHYPER: Learning a Hyperspectral Object Tracker From an RGB-Based Tracker | Zhenqi Liu; Xinyu Wang; Yanfei Zhong; Meng Shu; Chen Sun | TIP | Link | Link |
| TFTN: A Transformer-Based Fusion Tracking Framework of Hyperspectral and RGB | Chunhui Zhao; Hongjiao Liu; Nan Su; Yiming Yan | TGRS | Link | - |
| Spatial–Spectral Weighted and Regularized Tensor Sparse Correlation Filter for Object Tracking in Hyperspectral Videos | Zengfu Hou; Wei Li; Jun Zhou; Ran Tao | TGRS | Link | Link |
| Unsupervised Deep Hyperspectral Video Target Tracking and High Spectral-Spatial-Temporal Resolution (H3) Benchmark Dataset | Zhenqi Liu; Yanfei Zhong; Xinyu Wang; Meng Shu; Liangpei Zhang | TGRS | Link | - |
| RANet: A Reliability-Guided Aggregation Network for Hyperspectral and RGB Fusion Tracking | Chunhui Zhao; Hongjiao Liu; Nan Su; Lu Wang; Yiming Yan | Remote Sensing | Link | - |
| Spatial–Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral Videos | Jie Lei; Pan Liu; Weiying Xie; Long Gao; Yunsong Li; Qian Du | Remote Sensing | Link | - |
| Material-Guided Siamese Fusion Network for Hyperspectral Object Tracking | Zhuanfeng Li; Fengchao Xiong; Jianfeng Lu; Jun Zhou; Yuntao Qian | ICASSP | Link | Link |
| A Fast Hyperspectral Object Tracking Method Based On Channel Selection Strategy | Yifan Zhang; Xu Li; Feiyue Wang; Baoguo Wei; Lixin Li | WHISPERS | Link | - |
| Spectral-Spatial-Aware Transformer Fusion Network For Hyperspectral Object Tracking | Ye Wang; Yuheng Liu; Ge Zhang; Yuru Su; Shun Zhang; Shaohui Mei | WHISPERS | Link | - |
| A Transformer-Based Three-Branch Siamese Network For Hyperspectral Object Tracking | Nan Su; Hongjiao Liu; Chunhui Zhao; Yiming Yan; Jinpeng Wang; Jiayue He | WHISPERS | Link | - |
| BS-SiamRPN: Hyperspectral Video Tracking based on Band Selection and the Siamese Region Proposal Network | ShiQing Wang; Kun Qian; Peng Chen | WHISPERS | Link | - |
| Target-aware and spatial-spectral discriminant feature joint correlation filters for hyperspectral video object tracking | Yiming Tang; Yufei Liu; Hong Huang | CVIU | Link | - |
| Robust Hyperspectral Object Tracking by Exploiting Background-Aware Spectral Information With Band Selection Network | Yiming Tang; Yufei Liu; Ling Ji; Hong Huang | GRSL | Link | - |
| Title | Authors | Venue | Paper | Code |
|---|---|---|---|---|
| Object Tracking in Hyperspectral-Oriented Video with Fast Spatial-Spectral Features | Lulu Chen; Yongqiang Zhao; Jiaxin Yao; Jiaxin Chen; Ning Li; Jonathan Cheung-Wai Chan; Seong G. Kong | Remote Sensing | Link | - |
| An Anchor-Free Siamese Target Tracking Network for Hyperspectral Video | Zhenqi Liu; Xinyu Wang; Meng Shu; Guanzhong Li; Chen Sun; Ziying Liu; Yanfei Zhong | WHISPERS | Link | - |
| Spectral-Spatial-Temporal Attention Network for Hyperspectral Tracking | Zhuanfeng Li; Xinhai Ye; Fengchao Xiong; Jianfeng Lu; Jun Zhou; Yuntao Qian | WHISPERS | Link | - |
| Multi-Features Integration Based Hyperspectral Videos Tracker | Zhe Zhang; Kun Qian; Juan Du; Huixin Zhou | WHISPERS | Link | - |
| Mosaic Spatial-Spectral Feature Based Object Tracking in Hyperspectral Video | Lulu Chen; Yongqiang Zhao | WHISPERS | Link | - |
| Title | Authors | Venue | Paper | Code |
|---|---|---|---|---|
| BAE-Net: A Band Attention Aware Ensemble Network for Hyperspectral Object Tracking | Zhuanfeng Li; Fengchao Xiong; Jun Zhou; Jing Wang; Jianfeng Lu; Yuntao Qian | ICIP | Link | - |
| Material Based Object Tracking in Hyperspectral Videos | Fengchao Xiong; Jun Zhou; Yuntao Qian | TIP | Link | Link |
| Title | Authors | Venue | Paper | Code |
|---|---|---|---|---|
| Tracking in Aerial Hyperspectral Videos Using Deep Kernelized Correlation Filters | Burak Uzkent; Aneesh Rangnekar; Matthew J. Hoffman | TGRS | Link | Link |
| Title | Authors | Venue | Paper | Code |
|---|---|---|---|---|
| Object Tracking in Hyperspectral Videos with Convolutional Features and Kernelized Correlation Filter | Kun Qian; Jun Zhou; Fengchao Xiong; Huixin Zhou; Juan Du | ICSM | Link | Link |