16.6.2.13 Target Tracking, Visible-Thermal Fusion, RGB-T

Chapter Contents (Back)
Target Tracking. Motion Tracking. RGB-T Tracking. Infrared.
See also Infrared, Thermal for Region and Object Tracking.
See also Image and Sensor Fusion -- IR and Thermal with Visible.

Li, C.L.[Cheng-Long], Zhu, C.L.[Cheng-Li], Zheng, S.F.[Shao-Fei], Luo, B.[Bin], Tang, J.[Jing],
Two-stage modality-graphs regularized manifold ranking for RGB-T tracking,
SP:IC(68), 2018, pp. 207-217.
Elsevier DOI 1810
RGB-Thermal Visual tracking, Two-stage scheme, Modality-graphs, Manifold ranking, Thermal information BibRef

Gao, Y.[Yuan], Li, C.L.[Cheng-Long], Zhu, Y.B.[Ya-Bin], Tang, J.[Jin], He, T.[Tao], Wang, F.T.[Fu-Tian],
Deep Adaptive Fusion Network for High Performance RGBT Tracking,
VisDrone19(91-99)
IEEE DOI 2004
image colour analysis, image fusion, object detection, object tracking, thermal data, Near real time Processing BibRef

Li, C.L.[Cheng-Long], Liang, X.Y.[Xin-Yan], Lu, Y.J.[Yi-Juan], Zhao, N.[Nan], Tang, J.[Jin],
RGB-T object tracking: Benchmark and baseline,
PR(96), 2019, pp. 106977.
Elsevier DOI 1909
Visual tracking, Benchmark dataset, Sparse learning, Graph representation, Information fusion BibRef

Zhang, X.C.[Xing-Chen], Ye, P.[Ping], Peng, S.Y.[Sheng-Yun], Liu, J.[Jun], Xiao, G.[Gang],
DSiamMFT: An RGB-T fusion tracking method via dynamic Siamese networks using multi-layer feature fusion,
SP:IC(84), 2020, pp. 115756.
Elsevier DOI 2004
Object tracking, RGB-T fusion tracking, Dynamic Siamese networks, Deep learning, Image fusion BibRef

Feng, M.Z.[Ming-Zheng], Song, K.C.[Ke-Chen], Wang, Y.Y.[Yan-Yan], Liu, J.[Jie], Yan, Y.H.[Yun-Hui],
Learning discriminative update adaptive spatial-temporal regularized correlation filter for RGB-T tracking,
JVCIR(72), 2020, pp. 102881.
Elsevier DOI 2010
Object tracking, Correlation filters, Adaptive spatial-temporal regularization, ADMM, Model updating BibRef

Zhang, P.Y.[Peng-Yu], Wang, D.[Dong], Lu, H.C.[Hu-Chuan], Yang, X.Y.[Xiao-Yun],
Learning Adaptive Attribute-Driven Representation for Real-Time RGB-T Tracking,
IJCV(129), No. 9, September 2021, pp. 2714-2729.
Springer DOI 2108
BibRef

Zhang, P., Zhao, J., Bo, C., Wang, D., Lu, H., Yang, X.,
Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking,
IP(30), 2021, pp. 3335-3347.
IEEE DOI 2103
Target tracking, Cameras, Radar tracking, Task analysis, Switches, Lighting, Kalman filters, Visual tracking, RGB-T tracking, multimodal fusion BibRef

Zhang, Q.[Qiang], Liu, X.[Xueru], Zhang, T.L.[Tian-Lu],
RGB-T tracking by modality difference reduction and feature re-selection,
IVC(127), 2022, pp. 104547.
Elsevier DOI 2211
RGB-T tracking, Modality difference, Feature re-selection BibRef

Zhang, T.L.[Tian-Lu], Liu, X.[Xueru], Zhang, Q.[Qiang], Han, J.G.[Jun-Gong],
SiamCDA: Complementarity- and Distractor-Aware RGB-T Tracking Based on Siamese Network,
CirSysVideo(32), No. 3, March 2022, pp. 1403-1417.
IEEE DOI 2203
Target tracking, Feature extraction, Proposals, Videos, Object tracking, Task analysis, Real-time systems, RGB-T tracking, large-scale synthetic dataset BibRef

Wang, X.[Xiao], Shu, X.J.[Xiu-Jun], Zhang, S.L.[Shi-Liang], Jiang, B.[Bo], Wang, Y.W.[Yao-Wei], Tian, Y.H.[Yong-Hong], Wu, F.[Feng],
MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking,
MultMed(25), 2023, pp. 4335-4348.
IEEE DOI 2310
BibRef

Yu, Z.C.[Zhen-Cheng], Fan, H.J.[Hui-Jie], Wang, Q.[Qiang], Li, Z.[Ziwan], Tang, Y.D.[Yan-Dong],
Region Selective Fusion Network for Robust RGB-T Tracking,
SPLetters(30), 2023, pp. 1357-1361.
IEEE DOI 2310
BibRef

Liu, X.[Xiaohu], Luo, Y.C.[Yi-Chuang], Zhang, Y.[Yan], Lei, Z.Y.[Zhi-Yong],
Semantic-guided fusion for multiple object tracking and RGB-T tracking,
IET-IPR(17), No. 11, 2023, pp. 3281-3291.
DOI Link 2310
image fusion, object tracking BibRef

Zhang, X.C.[Xing-Chen], Demiris, Y.F.[Yi-Fannis],
Visible and Infrared Image Fusion Using Deep Learning,
PAMI(45), No. 8, August 2023, pp. 10535-10554.
IEEE DOI 2307
Image fusion, Transformers, Deep learning, Task analysis, Object tracking, Matlab, Learning systems, Deep learning, visible-infrared image fusion BibRef

Liu, J.[Jun], Luo, Z.Q.[Zhong-Qiang], Xiong, X.Z.[Xing-Zhong],
Online Learning Samples and Adaptive Recovery for Robust RGB-T Tracking,
CirSysVideo(34), No. 2, February 2024, pp. 724-737.
IEEE DOI 2402
Tracking, Target tracking, Detectors, Training, Lighting, Correlation, Cameras, RGB-T tracking, long-term tracking, multimodal fusion, object detection BibRef

Cai, Y.[Yujue], Sui, X.[Xiubao], Gu, G.H.[Guo-Hua], Chen, Q.[Qian],
Multi-modal interaction with token division strategy for RGB-T tracking,
PR(155), 2024, pp. 110626.
Elsevier DOI 2408
Multi-modal fusion, Vision transformer, Cross-modal interaction, Attention masking strategy BibRef

Zhang, T.L.[Tian-Lu], He, X.Y.[Xiao-Yi], Luo, Y.J.[Yong-Jiang], Zhang, Q.[Qiang], Han, J.G.[Jun-Gong],
Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking,
PR(155), 2024, pp. 110707.
Elsevier DOI Code:
WWW Link. 2408
RGB-T tracking, Siamese network, Transformer, Target-related feature enhancement, Hard-focused online classifier BibRef

Zhang, T.[Tianlu], Jiao, Q.[Qiang], Zhang, Q.[Qiang], Han, J.G.[Jun-Gong],
Exploring Multi-Modal Spatial-Temporal Contexts for High-Performance RGB-T Tracking,
IP(33), 2024, pp. 4303-4318.
IEEE DOI 2408
Target tracking, Transformers, Feature extraction, Reliability, Videos, Context modeling, Interference, RGB-T tracking, transformer BibRef

Zhang, T.[Tianlu], He, X.Y.[Xiao-Yi], Jiao, Q.[Qiang], Zhang, Q.[Qiang], Han, J.G.[Jun-Gong],
AMNet: Learning to Align Multi-Modality for RGB-T Tracking,
CirSysVideo(34), No. 8, August 2024, pp. 7386-7400.
IEEE DOI 2408
Target tracking, Feature extraction, Imaging, Cameras, Head, Transformers, RGB-T tracking, divide-and-conquer fusion BibRef

Xu, Q.Y.[Qing-Yu], Wang, L.G.[Long-Guang], Sheng, W.D.[Wei-Dong], Wang, Y.Q.[Ying-Qian], Xiao, C.[Chao], Ma, C.[Chao], An, W.[Wei],
Heterogeneous Graph Transformer for Multiple Tiny Object Tracking in RGB-T Videos,
MultMed(26), 2024, pp. 9383-9397.
IEEE DOI 2410
Target tracking, Videos, Object tracking, Radar tracking, Transformers, Thermal sensors, Sensors, benchmark BibRef

Zhu, Y.B.[Ya-Bin], Li, C.L.[Cheng-Long], Wang, X.[Xiao], Tang, J.[Jin], Huang, Z.X.[Zhi-Xiang],
RGBT Tracking via Progressive Fusion Transformer With Dynamically Guided Learning,
CirSysVideo(34), No. 9, September 2024, pp. 8722-8735.
IEEE DOI 2410
Transformers, Feature extraction, Fuses, Target tracking, Collaboration, Visualization, Vectors, RGBT tracking, dynamically guided learning BibRef

Hu, X.T.[Xian-Tao], Zhong, B.[Bineng], Liang, Q.H.[Qi-Hua], Zhang, S.P.[Sheng-Ping], Li, N.[Ning], Li, X.X.[Xian-Xian],
Toward Modalities Correlation for RGB-T Tracking,
CirSysVideo(34), No. 10, October 2024, pp. 9102-9111.
IEEE DOI 2411
Feature extraction, Correlation, Transformers, Task analysis, Target tracking, Context modeling, Location awareness, RGB-T Tracking BibRef

Li, B.[Bo], Peng, F.G.[Feng-Guang], Hui, T.R.[Tian-Rui], Wei, X.M.[Xiao-Ming], Wei, X.L.[Xiao-Lin], Zhang, L.J.[Li-Jun], Shi, H.[Hang], Liu, S.[Si],
RGB-T Tracking With Template-Bridged Search Interaction and Target-Preserved Template Updating,
PAMI(47), No. 1, January 2025, pp. 634-649.
IEEE DOI 2412
Target tracking, Lighting, Bridges, Search problems, Benchmark testing, Object tracking, Magnetic heads, Head, template-bridged search region interaction (TBSI) BibRef

Hui, T.R.[Tian-Rui], Xun, Z.Z.[Zi-Zheng], Peng, F.G.[Feng-Guang], Huang, J.[Junshi], Wei, X.M.[Xiao-Ming], Wei, X.L.[Xiao-Lin], Dai, J.[Jiao], Han, J.Z.[Ji-Zhong], Liu, S.[Si],
Bridging Search Region Interaction with Template for RGB-T Tracking,
CVPR23(13630-13639)
IEEE DOI 2309
BibRef

Lei, L.[Lei], Li, X.X.[Xian-Xian],
RGB-T tracking with frequency hybrid awareness,
IVC(152), 2024, pp. 105330.
Elsevier DOI 2412
Visual object tracking, RGB-T tracking, Multimodal tracking BibRef

Wang, J.H.[Jia-Hao], Liu, F.[Fang], Jiao, L.C.[Li-Cheng], Gao, Y.J.[Ying-Jia], Wang, H.[Hao], Li, S.[Shuo], Li, L.L.[Ling-Ling], Chen, P.[Puhua], Liu, X.[Xu],
Visual and Language Collaborative Learning for RGBT Object Tracking,
CirSysVideo(34), No. 12, December 2024, pp. 12770-12781.
IEEE DOI 2501
Target tracking, Feature extraction, Visualization, Object tracking, Task analysis, Lighting, prior boxes and language BibRef

Tang, Z.Y.[Zhang-Yong], Xu, T.Y.[Tian-Yang], Wu, X.J.[Xiao-Jun], Kittler, J.V.[Josef V.],
Temporal aggregation for real-time RGBT tracking via fast decision-level fusion,
PRL(193), 2025, pp. 29-35.
Elsevier DOI Code:
WWW Link. 2505
RGBT tracking, Real-time, Temporal aggregation, Adaptive fusion BibRef

Hu, Y.F.[Yu-Fan], Shao, Z.[Zekai], Fan, B.[Bin], Liu, H.M.[Hong-Min],
Dual-Level Modality De-Biasing for RGB-T Tracking,
IP(34), 2025, pp. 2667-2679.
IEEE DOI 2505
Target tracking, Tuning, Adaptation models, Visualization, Computational modeling, Transformers, Object tracking, knowledge distillation BibRef

Zhang, D.W.[Da-Wei], Wang, X.[Xuan], Xiao, X.[Xin], Chen, H.[Hao], Zheng, Z.[Zhonglong],
Convolutional Attention Fusion for RGBT Tracking,
SPLetters(32), 2025, pp. 2149-2153.
IEEE DOI 2506
Feature extraction, Convolution, Target tracking, Transformers, Computational modeling, Training, Data mining, multimodal fusion BibRef

Lai, S.[Simiao], Liu, C.[Chang], Zhu, J.[Jiawen], Kang, B.[Ben], Liu, Y.[Yang], Wang, D.[Dong], Lu, H.C.[Hu-Chuan],
MambaVT: Spatio-Temporal Contextual Modeling for Robust RGB-T Tracking,
CirSysVideo(35), No. 9, September 2025, pp. 9312-9323.
IEEE DOI 2509
Context modeling, Computational modeling, Vectors, Transformers, Target tracking, Tracking, Biological system modeling, spatio-temporal modeling BibRef


Shao, Z.[Zekai], Hu, Y.F.[Yu-Fan], Fan, B.[Bin], Liu, H.M.[Hong-Min],
PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking,
CVPR25(22089-22098)
IEEE DOI Code:
WWW Link. 2508
Adaptation models, Computational modeling, Data models, Stability analysis, Optimization BibRef

Zhang, T.L.[Tian-Lu], Guo, H.Y.[Hong-Yuan], Jiao, Q.[Qiang], Zhang, Q.[Qiang], Han, J.G.[Jun-Gong],
Efficient RGB-T Tracking via Cross-Modality Distillation,
CVPR23(5404-5413)
IEEE DOI 2309
BibRef

Kang, B.[Bin], Liu, L.W.[Li-Wei], Zhao, S.H.[Shi-Hao], Du, S.L.[Song-Lin],
Robust RGB-T Tracking via Consistency Regulated Scene Perception,
ICIP23(510-514)
IEEE DOI 2312
BibRef

Wang, C., Xu, C., Cui, Z., Zhou, L., Zhang, T., Zhang, X., Yang, J.,
Cross-Modal Pattern-Propagation for RGB-T Tracking,
CVPR20(7062-7071)
IEEE DOI 2008
Correlation, Object tracking, Target tracking, Feature extraction, Visualization, Convolution, Bridges BibRef

Zhang, L., Danelljan, M., Gonzalez-Garcia, A., van de Weijer, J., Shahbaz Khan, F.,
Multi-Modal Fusion for End-to-End RGB-T Tracking,
VOT19(2252-2261)
IEEE DOI 2004
feature extraction, image colour analysis, image fusion, learning (artificial intelligence), end to end training BibRef

Yang, R.[Rui], Zhu, Y.B.[Ya-Bin], Wang, X.[Xiao], Li, C.L.[Cheng-Long], Tang, J.[Jin],
Learning Target-Oriented Dual Attention for Robust RGB-T Tracking,
ICIP19(3975-3979)
IEEE DOI 1910
Dual Attention Mechanism, RGB-Thermal Tracking, Global Searching Strategy BibRef

Li, C.L.[Cheng-Long], Zhu, C.L.[Cheng-Li], Huang, Y.[Yan], Tang, J.[Jin], Wang, L.[Liang],
Cross-Modal Ranking with Soft Consistency and Noisy Labels for Robust RGB-T Tracking,
ECCV18(XIII: 831-847).
Springer DOI 1810
BibRef

Berg, A., Johnander, J., Durand de Gevigney, F., Ahlberg, J., Felberg, M.,
Semi-Automatic Annotation of Objects in Visual-Thermal Video,
VOT19(2242-2251)
IEEE DOI 2004
image annotation, image segmentation, image sequences, learning (artificial intelligence), neural nets, visual object tracking BibRef

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Target Tracking Systems, Real-Time Issues .


Last update:Oct 6, 2025 at 14:07:43