Paper list for hyperspectral object tracking

Year 2024

• [TGRS-2024] 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. [Paper] [Code]
• [TGRS-2024] **PHTrack: Prompting for Hyperspectral Video Tracking **, Yuzeng Chen, Yuqi Tang, Xin Su, Jie Li, Yi Xiao, Jiang He, and Qiangqiang Yuan. [Paper] [Code]
• [Inf Fusion-2024] 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. [Paper] [Code]
• [arXiv-2024] BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking, Hanzheng Wang , Wei Li, Xiang-Gen Xia, Qian Du. [Paper]
• [TechRxiv-2024] Hyperspectral Object Tracking with Spectral Information Prompt, Long Gao, Langkun Chen, Yan Jiang, Weiying Xie, Yunsong Li. [Paper] [Code]
• [TGRS-2024] Transformer-Based Band Regrouping with Feature Refinement for Hyperspectral Object Tracking, Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du, Jing Tian, Qing Shen. [Paper]
• [TCSVT-2024] Domain Adaptation-aware Transformer for Hyperspectral Object Tracking, Yinan Wu, Licheng Jiao, Xu Liu, Fang Liu, Shuyuan Yang, Lingling Li. [Paper] [Code]
• [Inf Fusion-2024] SENSE: Hyperspectral Video Object Tracker via Fusing Material and Motion Cues, Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Zhenqi Liu. [Paper] [Code]
• [axriv-2024] 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. [Paper]
• [TGRS-2024] A Channel Adaptive Dual Siamese Network for Hyperspectral Object Tracking, Xiao Jiang, Xinyu Wang, Chen Sun, Zengliang Zhu, Yanfei Zhong. [Paper]
• [TGRS-2024] Material-Guided Multiview Fusion Network for Hyperspectral Object Tracking, Zhuanfeng Li, Fengchao Xiong, Jun Zhou, Jianfeng Lu, Zhuang Zhao, Yuntao Qian. [Paper] [Code]
• [TGRS-2024] SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object Tracking, Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Liangpei Zhang. [Paper] [Code]

Year 2023

• [arXiv-2023] 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. [Paper]
• [arXiv-2023] HHTrack: Hyperspectral Object Tracking Using Hybrid Attention, Yuedong Tan, Wenfang Sun, Jieran Yuan, Wenwang Du, Zhe Wang, Nan Mao, Beibei Song. [Paper]
• [TGRS-2023] 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. [Paper]
• [TGRS-2023] 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. [Paper]
• [TGRS-2023] SiamBAG: Band Attention Grouping-based Siamese Object Tracking Network for Hyperspectral Videos, Wei Li, Zengfu Hou, Jun Zhou, Ran Tao. [Paper] [Code]
• [TIP-2023] Learning a Deep Ensemble Network With Band Importance for Hyperspectral Object Tracking, Zhuanfeng Li, Fengchao Xiong, Jun Zhou, Jianfeng Lu, Yuntao Qian. [Paper] [Code]
• [RS-2023] 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. [Paper] [Code]
• [RS-2023] TMTNet: A Transformer-Based Multimodality Information Transfer Network for Hyperspectral Object Tracking, Chunhui Zhao, Hongjiao Liu, Nan Su, Congan Xu, Yiming Yan, Shou Feng. [Paper]
• [RS-2023] A Spectral–Spatial Transformer Fusion Method for Hyperspectral Video Tracking, Ye Wang, Yuheng Liu, Mingyang Ma, Shaohui Mei. [Paper]
• [GRSL-2023] Background-Aware Band Selection for Object Tracking in Hyperspectral Videos, Mohammad Aminul Islam, Jun Zhou, Weichuan Zhang, Yongsheng Gao. [Paper]
• [NCA-2023] A Siamese network-based tracking framework for hyperspectral video, Yiming Tang, Hong Huang, Yufei Liu, Yuan Li . [Paper]
• [WHISPERS-2023] VP-HOT: Visual Prompt for Hyperspectral Object Tracking, Shaoxiong Xie, Jia Li, Lin Zhao, WenJing Hu, Guoyun Zhang, Jianhui Wu, Xinpin Li. [Paper]
• [WHISPERS-2023] HHTrack: Hyperspectral Object Tracking Based on Hybrid Attention, Yuedong Tan, Wenfang Sun, Jieran Yuan, Wenwang Du, Zhe Wang, Nan Mao, Beibei Song. [Paper]
• [WHISPERS-2023] 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. [Paper]
• [WHISPERS-2023] HSPTrack: Hyperspectral Sequence Prediction Tracker with Transformers, Ye Wang, Yuheng Liu, Mingyang Ma, Yuru Su, Shaohui Mei. [Paper]
• [WHISPERS-2023] Multi Modality Siamese Feature Fusion Transformer Tracker for Object Tracking from Hyperspectral Videos, Mohammad Aminul Islam, Wangzhi Xing, Jun Zhou. [Paper]
• [CVPR-2023] Visual prompt multi-modal tracking, Jiawen Zhu, Simiao Lai, Xin Chen, Dong Wang, Huchuan Lu. [Paper] [Code]

Year 2022

• [TIP-2022] SiamHYPER: Learning a Hyperspectral Object Tracker From an RGB-Based Tracker, Zhenqi Liu, Xinyu Wang, Yanfei Zhong, Meng Shu, Chen Sun. [Paper] [Code]
• [TGRS-2022] TFTN: A Transformer-Based Fusion Tracking Framework of Hyperspectral and RGB, Chunhui Zhao, Hongjiao Liu, Nan Su, Yiming Yan. [Paper]
• [TGRS-2022] Spatial–Spectral Weighted and Regularized Tensor Sparse Correlation Filter for Object Tracking in Hyperspectral Videos, Zengfu Hou, Wei Li, Jun Zhou, Ran Tao. [Paper] [Code]
• [TGRS-2022] 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. [Paper]
• [RS-2022] RANet: A Reliability-Guided Aggregation Network for Hyperspectral and RGB Fusion Tracking, Chunhui Zhao, Hongjiao Liu, Nan Su, Lu Wang, Yiming Yan. [Paper]
• [RS-2022] 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. [Paper]
• [ICASSP-2022] Material-Guided Siamese Fusion Network for Hyperspectral Object Tracking, Zhuanfeng Li, Fengchao Xiong, Jianfeng Lu, Jun Zhou, Yuntao Qian. [Paper]
• [WHISPERS-2022] A Fast Hyperspectral Object Tracking Method Based On Channel Selection Strategy, Yifan Zhang, Xu Li, Feiyue Wang, Baoguo Wei, Lixin Li. [Paper]
• [WHISPERS-2022] Spectral-Spatial-Aware Transformer Fusion Network For Hyperspectral Object Tracking, Ye Wang, Yuheng Liu, Ge Zhang, Yuru Su, Shun Zhang, Shaohui Mei. [Paper]
• [WHISPERS-2022] A Transformer-Based Three-Branch Siamese Network For Hyperspectral Object Tracking, Nan Su, Hongjiao Liu, Chunhui Zhao, Yiming Yan, Jinpeng Wang, Jiayue He. [Paper]
• [WHISPERS-2022] BS-SiamRPN: Hyperspectral Video Tracking based on Band Selection and the Siamese Region Proposal Network, ShiQing Wang, Kun Qian, Peng Chen. [Paper]
• [CVIU-2022] Target-aware and spatial-spectral discriminant feature joint correlation filters for hyperspectral video object tracking, Yiming Tang, Yufei Liu, Hong Huang. [Paper]
• [GRSL-2022] Robust Hyperspectral Object Tracking by Exploiting Background-Aware Spectral Information With Band Selection Network, Yiming Tang, Yufei Liu, Ling Ji, Hong Huang. [Paper]

Year 2021

• [RS-2021] 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. [Paper]
• [WHISPERS-2021] An Anchor-Free Siamese Target Tracking Network for Hyperspectral Video, Zhenqi Liu, Xinyu Wang, Meng Shu, Guanzhong Li, Chen Sun, Ziying Liu, Yanfei Zhong. [Paper]
• [WHISPERS-2021] Spectral-Spatial-Temporal Attention Network for Hyperspectral Tracking, Zhuanfeng Li, Xinhai Ye, Fengchao Xiong, Jianfeng Lu, Jun Zhou, Yuntao Qian. [Paper]
• [WHISPERS-2021] Multi-Features Integration Based Hyperspectral Videos Tracker, Zhe Zhang, Kun Qian, Juan Du, Huixin Zhou. [Paper]
• [WHISPERS-2021] Mosaic Spatial-Spectral Feature Based Object Tracking in Hyperspectral Video, Lulu Chen, Yongqiang Zhao. [Paper]

Year 2020

• [ICIP-2020] BAE-Net: A Band Attention Aware Ensemble Network for Hyperspectral Object Tracking, Zhuanfeng Li, Fengchao Xiong, Jun Zhou, Jing Wang, Jianfeng Lu, Yuntao Qian. [Paper]
• [TIP-2020] Material Based Object Tracking in Hyperspectral Videos, Fengchao Xiong, Jun Zhou, Yuntao Qian. [Paper] [Code]

Year 2019

• [TGRS-2019] Tracking in Aerial Hyperspectral Videos Using Deep Kernelized Correlation Filters, Burak Uzkent, Aneesh Rangnekar, Matthew J. Hoffman. [Paper] [Code]

Year 2018

• [ICSM-2018] Object Tracking in Hyperspectral Videos with Convolutional Features and Kernelized Correlation Filter, Kun Qian, Jun Zhou, Fengchao Xiong, Huixin Zhou, Juan Du. [Paper] [Code]