Multimodal Visual Object Tracking

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19 papers1 paper in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Reliability-Consistent Appearance Modeling for RGB-Infrared Multi-Object Tracking

    Oct 16, 2026Bingyang Wang, Jiazuo Yu, Lu Zhang +3Multimodal Visual Object TrackingModality Reliance in Multimodal Models

    School of Information and Communication Engineering, Dalian University of Technology, Dalian 116024, China · Department of Engineering, Tsinghua University, Beijing 100084, China

  2. VLX-Go: Robust Embodied Tracking through Multi-Stage Learning and On-Policy Refinement

    Oct 14, 2026Kyusong Lee, Heting Ying, Tiancheng ZhaoVision-Based Robot ControlMultimodal Visual Object Tracking

    Om AI Research · Binjiang Institute of Zhejiang University

  3. Template-Search Domain Adaptation via Multi-Stage Feature Alignment for Cross-Modal Object Tracking

    Sep 29, 2026Fereshteh Aghaee Meibodi, Amir Mehdi Soufi Enayati, Shadi Alijani +1Multimodal Visual Object TrackingDomain-Adversarial Learning

    Department of Electrical and Computer Engineering University of Victoria 3800 Finnerty Road Victoria, BC, Canada · Department of Mechanical Engineering University of Victoria 3800 Finnerty Road Victoria, BC, Canada

  4. Efficient Language-to-Vision Feature Injection for Referring Single-Object Tracking

    Aug 29, 2026Han Wang, Yuxuan Liu, Yuhan Sun +5Visual Object TrackingMultimodal Visual Object Tracking

    Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences · University of Chinese Academy of Sciences

  5. AnyTrack: Unifying Visual Object Tracking with Any Modalities

    Aug 7, 2026Hao Li, Yunzhi Zhuge, Wenning Hao +4Multimodal Visual Object TrackingMissing-Modality Learning

    Army Engineering University of PLA Nanjing, China · Dalian University of Technology Dalian, China · National University of Defense Technology Nanjing, China

  6. Towards Compact Unified Multimodal Tracking: Synergizing Knowledge Distillation with Structural Pruning

    Aug 2, 2026Yuqi Li, Yuedong Tan, Huiran Duan +7Multimodal Visual Object TrackingEfficient Multimodal Inference

    The City College of New York, New York, NY, USA · INSAIT, Sofia University “St. Kliment Ohridski”, Sofia, Bulgaria · Julius-Maximilians-Universität Würzburg, Würzburg, Germany +3

  7. Models as Tools: An Agentic Coordination Framework for Unified Multimodal Visual Tracking

    Aug 1, 2026Wenrui Cai, Yuzhe Li, Qingjie Liu +1Multimodal Visual Object TrackingVisual Object Tracking

    State Key Laboratory of Virtual Reality Technology and System, Beihang University. · Beihang University. · School of Computer Science and Engineering, Beihang University. +1

  8. Cross-Modal UAV Object Tracking: State-Aware Representation Learning and A Unified Benchmark

    Jul 21, 2026Yun Xiao, Zhihong Hong, Jiandong Jin +3Multimodal Visual Object TrackingCross-Modal Representation Learning

    Anhui Provincial Key Laboratory of Security Artificial Intelligence, School of Artificial Intelligence, Anhui University, Hefei 230601, China · Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei 230601, China · School of Computing, Engineering and the Built Environment, Edinburgh Napier University, Edinburgh EH10 5DT Scotland, UK

  9. FEMOT: Multi-Object Tracking using Frame and Event Cameras

    Jun 12, 2026Shiao Wang, Xiao Wang, Chao Wang +6Event-Based VisionVisual Object Tracking

    School of Computer Science and Technology, Anhui University, Hefei, 230601, China. · 2Peng Cheng Laboratory, Shenzhen, China. · 5Harbin Institute of Technology, Shenzhen, China. +2

  10. Unified Multimodal Visual Tracking with Dual Mixture-of-Experts

    May 5, 2026Lingyi Hong, Jinglun Li, Xinyu Zhou +6Cross-Modal LearningMultimodal Visual Object Tracking

    Shanghai Key Lab of Intelligent Information Processing, College of Computer Science and Artificial Intelligence, Fudan University

  11. SEATrack: Simple, Efficient, and Adaptive Multimodal Tracker

    Apr 14, 2026Junbin Su, Ziteng Xue, Shihui Zhang +3Multimodal Visual Object TrackingEfficient Multimodal Inference

    School of Artificial Intelligence (School of Software), Yanshan University · School of Software, Beihang University · Hebei Key Laboratory of Computer Virtual Technology and System Integration +3

  12. STORM: End-to-End Referring Multi-Object Tracking in Videos

    Apr 12, 2026Zijia Lu, Jingru Yi, Jue Wang +4Referring MOTMulti-Object Tracking

    Amazon

  13. Learning Progressive Adaptation for Multi-Modal Tracking

    Mar 22, 2026He Wang, Tianyang Xu, Zhangyong Tang +2Multimodal Visual Object TrackingMultimodal Fusion

    School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi 214122, China · Centre for Vision, Speech and Signal Processing, University of Surrey, GU2 7XH Guildford, U.K.

  14. Uni-MDTrack: Learning Decoupled Memory and Dynamic States for Parameter-Efficient Visual Tracking in All Modality

    Mar 15, 2026Wenrui Cai, Zhenyi Lu, Yuzhe Li +4Multimodal Visual Object TrackingVisual Object Tracking

    School of Computer Science and Engineering, Beihang University, Beijing 100191, China

  15. QTrack: Query-Driven Reasoning for Multi-modal MOT

    Mar 14, 2026Tajamul Ashraf, Tavaheed Tariq, Sonia Yadav +4Referring MOTMultimodal Visual Object Tracking

    King Abdullah University of Science and Technology (KAUST), Saudi Arabia · Gaash Research Lab, National Institute of Technology Srinagar, India · The University of Queensland, Australia

  16. Sparse-Dense Mixture of Experts Adapter for Multi-Modal Tracking

    Mar 14, 2026Yabin Zhu, Jianqi Li, Chenglong Li +3Multimodal Visual Object TrackingParameter-Efficient Fine-Tuning

    School of Public Security and Emergency Management, Anhui University of Science and Technology, Hefei 231131, China. · Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Artificial Intelligence, Anhui University, Hefei 230601, China. · School of Artificial Intelligence, Anhui University of Science and Technology, Hefei 231131, China. +1

  17. Exploring Modality-Aware Fusion and Decoupled Temporal Propagation for Multi-Modal Object Tracking

    Mar 10, 2026Shilei Wang, Pujian Lai, Dong Gao +2Multimodal Visual Object TrackingMultimodal Fusion

    School of Automation, Northwestern Polytechnical University · College of Information Engineering, Northwest A&F University

  18. UETrack: A Unified and Efficient Framework for Single Object Tracking

    Mar 2, 2026Ben Kang, Jie Zhao, Xin Chen +5Multimodal Visual Object TrackingVisual Object Tracking

    Dalian University of Technology · City University of Hong Kong

  19. MUOT_3M: A 3 Million Frame Multimodal Underwater Benchmark and the MUTrack Tracking Method

    Feb 20, 2026Ahsan Baidar Bakht, Mohamad Alansari, Muhayy Ud Din +5Visual Object TrackingMultimodal Visual Object Tracking

    Khalifa University, Abu Dhabi, UAE · Czech Technical University, Prague, Czech Republic · Information Technology University, Lahore, Pakistan