Visual Object Tracking

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21 papers in the last four weeks, up 200% on the four weeks before. 0.2% of all new papers.

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  1. LARK: A Low-Cost, Accurate, Occlusion-Resilient, Kalman Filter-Assisted Tracking System for Image-Guided Surgery

    Oct 6, 2026George Sideris, Justin Cree, Andrew Stirling +3Visual Object Tracking

    Department of Mechanical Engineering, McGill University, Montreal, Canada · Montreal Neurological Institute, McGill University, Montreal, Canada

  2. Difference Feature Map Distillation: Transferring Inter-Sample Relational Knowledge Towards Efficient Transformer-Based Tracking

    Oct 5, 2026Zhicheng Ding, Xinyu Chu, Qing TianVisual Object TrackingAutonomous Driving Perception

    Department of Computer Science, Bowling Green State University, OH 43402, USA · Department of Computer Science, University of Alabama at Birmingham, AL 35294, USA

  3. VICON: Visual-Inertial-Contact based Hand-Object Tracking for Manipulation Datasets

    Oct 4, 2026Yubin Jeon, Uiseong Shin, Hwanchul La +33D Hand Pose EstimationVisual Object Tracking

    DGIST, Daegu 42988, Republic of Korea · Seoul National University, Republic of Korea

  4. iSEE: Object Permanence Through Self-Supervision

    Oct 1, 2026Pramish Paudel, Ajad Chhatkuli, Luc Van Gool +1Visual Object TrackingObject-Centric Representation Learning

    INSAIT, Sofia University “St. Kliment Ohridski”

  5. UniTrackPLA: Unified Panorama-Language-Action Model for Instruction-Guided Navigation and Dynamic Person Tracking

    Oct 1, 2026Pengfei Qi, Haoran Lin, Sizhuang Chen +7Visual Object TrackingRobot Navigation

    College of Integrated Circuits, Hunan University, Changsha, China · School of Artificial Intelligence and Robotics and the National Engineering Research Center of Robot Visual Perception and Control Technology, Hunan University, Changsha, China · School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Suzhou, China +1

  6. P-SRM: Selective Recovery of Rejected Predictions in Visual Tracking

    Sep 30, 2026Youbin He, Siwei WangVisual Object Tracking

    The Hong Kong Polytechnic University · The University of Hong Kong

  7. 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 +1Domain-Adversarial LearningUnsupervised Domain Adaptation

    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

  8. End-to-End Self-Supervised RGB-T Tracking without Modality Misleading

    Sep 29, 2026Shenglan Li, Rui Yao, Kunyang Sun +4Multimodal RobustnessVisual Object Tracking

    School of Computer Science and Technology / School of Artificial Intelligence, China University of Mining and Technology, China. · Mine Digitization Engineering Research Center of the Ministry of Education, China. · University of Auckland, Auckland, New Zealand. +1

  9. Learning to Reason with Persistent Object States for Video Instance Segmentation

    Sep 28, 2026Yongxue Xu, Boxue Yang, Ziqian Liu +3Video Object SegmentationInstance Segmentation

    Shanghai Jiao Tong University · Sun Yat-sen University · Fudan University

  10. MonoEgo: Monocular Metric Egocentric Demonstration Capture with Passive Wrist Constellations and Sparse Workstation Anchors

    Sep 28, 2026Jie Xu, Kangjin Yu, Ziyi Jin +2Simultaneous Localization and MappingVisual Object Tracking

    Anyverse Dynamics

  11. HyperDAM: Hyperspectral Distractor-Aware Memory with Amodal Expansion for SAM 3 Tracking

    Sep 28, 2026Ryoga Yuzawa, Tasuku TakagiVisual Object TrackingHyperspectral Imaging

  12. LoopTrack: A Simple Baseline for Parameter-Efficient Transformer Tracking

    Sep 27, 2026Liang Peng, Chenxiao Li, Libo Zhang +2Visual Object TrackingRecurrent Transformers

    School of Computer Science, National Engineering Research Center for Multimedia Software, Institute of Artificial Intelligence, Hubei Key Laboratory of Multimedia and Network Communication Engineering, Wuhan University · University of North Texas · Institute of Software, Chinese Academy of Sciences

  13. TRACE: Interactive Bi-Directional Tracing of Monochrome Cables Amid Clutter

    Sep 24, 2026Nidhya Shivakumar, Ethan Ransing, Josh Zhang +6Active PerceptionVisual Object Tracking

    AUTOLab at the University of California, Berkeley

  14. LiAM-SAM: Lifecycle-Aware Memory for Robust SAM2-Based MOT

    Sep 23, 2026Grégoire Francisco, Alessandro D'Amico, Samuele Costantini +2Visual Object TrackingMulti-Object Tracking

    Toyota Motor Europe, Zaventem, Belgium

  15. SBMVTrack: Spike-Budgeted Multi-View Learning for Power-Efficient UAV Tracking

    Sep 21, 2026Pengzhi Zhong, Jiwei Mo, Haolun Li +4Activation SparsityVisual Object Tracking

    College of Computer Science and Engineering, Guilin University of Technology, Guilin 541004, China · School of Information Engineering, Wuhan University of Technology, Wuhan 430070, China

  16. AgentSTAR: Agentic Shape Tracking and Reconstruction from Monocular Videos

    Sep 21, 2026Kirill Mazur, Nikita Karaev, Matthew Chang +2Articulated Object ReconstructionVisual Object Tracking

    Amazon FAR (Frontier AI and Robotics)

  17. Can Spiking Neural Networks play pinball? A neuromorphic motion detector for target tracking

    Sep 21, 2026Mazdak Fatahi, Šárka Pryjmaková, Pierre Boulet +1Event-Based VisionVisual Object Tracking

    Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France · Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague

  18. Beyond Direct Sensing: Harnessing Indirect Observations from Third-Party Sensors in Vehicle Tracking

    Sep 16, 2026Gaofeng Dong, Vamsi Eyunni, Pragya Sharma +2Visual Object TrackingMultimodal Sensor Fusion

    Department of Electrical and Computer Engineering University of California, Los Angeles Los Angeles, CA, USA

  19. MAETrack: Unleashing the Potential of Pretrained Geometric Priors for 3D Single Object Tracking

    Sep 15, 2026Sifan Zhou, Qiwei Wang, Linyue Tan +3Masked AutoencodersSelf-Supervised Pre-Training

    School of Automation, Southeast University, Nanjing, 210096, China · Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, China · Harbin Institute of Technology Shenzhen, Shenzhen, 518000, China +1

  20. SAVTrack: Selective Vote Aggregation for Reliability-Aware Point Cloud Tracking

    Sep 15, 2026Sifan Zhou, Linyue Tan, Qiwei Wang +2Point Tracking3D Point Tracking

    School of Automation, Southeast University, Nanjing, China · University of Pennsylvania, Philadelphia, PA, USA · Harbin Institute of Technology (Shenzhen), Shenzhen, China +1

  21. PATH: Continuous Target Sensing among Autonomous Cooperative Drones

    Sep 14, 2026Heegyeong Kim, Alice James, Avishkar Seth +4Aerial RoboticsMulti-Robot Systems

    School of Computing, Macquarie University, Sydney, NSW, Australia · School of Natural Sciences, Macquarie University, Sydney, NSW, Australia

  22. TFTrack: A Template-Free Framework for Efficient 3D Point Cloud Tracking

    Sep 7, 2026Zhaofeng Hu, Sifan Zhou, Jiahao Nie +33D Point TrackingVisual Object Tracking

    Stony Brook University · Carnegie Mellon University · Hangzhou Dianzi University +2

  23. Re-engineering SORT-based algorithms for low-cost small object tracking from omnidirectional footage

    Sep 7, 2026Xin Shu, Meegan Gower, Yvonne Buckley +1Visual Object TrackingDrone-Based Wildlife Monitoring

    Sigmedia Group, Electronic and Electrical Engineering, Trinity College Dublin · School of Zoology, Trinity College Dublin

  24. CST-WM: A Causally Structured World Model for Embodied Visual Tracking

    Sep 5, 2026Junyi Hu, Shuaihang Yuan, Jiazhao Liang +1Causal World ModelsVisual Object Tracking

    New York University Abu Dhabi

  25. ENEAS: Embedding-guided Neural Ensemble for Adaptive Segmentation

    Sep 3, 2026Javier del Pino, Salvador Rodríguez, Alejandro Garabito +2Video Object SegmentationInstance Segmentation

    SperidLabs

  26. Learning to Track from Privileged Target Appearances

    Sep 2, 2026Xin Chen, Jiao Xu, Dong Wang +2Visual Object TrackingLearning Using Privileged Information

    City University of Hong Kong · Dalian University of Technology

  27. VOS-Agent: The 1st Place Solution for the 8th LSVOS Challenge (MOSEv2 Track)

    Aug 13, 2026Canyang Wu, Jinrong Zhang, Xusheng He +3Video Object SegmentationVisual Object Tracking

    Harbin Institute of Technology, Shenzhen · Nanyang Technological University · Shenzhen Loop Area Institute

  28. MVTrack: Ultrafast Appearance-Free Moving Object Tracking from Compressed Bitstreams

    Aug 11, 2026Iñaki Erregue, Kamal Nasrollahi, Sergio EscaleraVisual Object TrackingVideo Object Detection

    Universitat de Barcelona · Computer Vision Center · Milestone Systems +1

  29. MSP-Net: Manifold-Guided Spectral Prompt Network for Hyperspectral Object Tracking

    Aug 10, 2026Juliu Li, Hanlin Qin, Shuowen Yang +4Prompt LearningVisual Object Tracking

  30. FeedbackTrack: Visual-Cortex-Inspired Cross-Frame Feedback for Transformer Tracking

    Aug 10, 2026Yueyang Cang, Xiaoteng Zhang, Zhiyuan Ning +2Visual Object Tracking

    Tsinghua University Beijing, China