Video Object Tracking

VOT

Continuously tracks objects in video sequences. Essential for surveillance, robotics, and human-computer interaction.

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From Detection to Association: Learning Discriminative Object Embeddings for Multi-Object Tracking Yuqing Shao Yuchen Yang Rui Yu Weilong Li Xu Guo Huaicheng Yan Wei Wang Xiao Sun VOT 138 0 0 02 Dec 2025
SelfMOTR: Revisiting MOTR with Self-Generating Detection Priors Fabian Gülhan Emil Mededovic Yuli Wu Johannes Stegmaier VOT ViT 208 0 0 25 Nov 2025
StableTrack: Stabilizing Multi-Object Tracking on Low-Frequency Detections Matvei Shelukhan Timur Mamedov Karina Kvanchiani VOT 172 0 0 25 Nov 2025
DMSORT: An efficient parallel maritime multi-object tracking architecture for unmanned vessel platformsOcean Engineering (Ocean Eng.), 2025 Shengyu Tang Zeyuan Lu Jiazhi Dong Changdong Yu Xiaoyu Wang Yaohui Lyu Weihao Xia VOT 303 0 0 06 Nov 2025
GenTrack: A New Generation of Multi-Object Tracking Toan Van Nguyen Rasmus G. K. Christiansen Dirk Kraft Leon Bodenhagen VOT 225 0 0 28 Oct 2025
GRAP-MOT: Unsupervised Graph-based Position Weighted Person Multi-camera Multi-object Tracking in a Highly Congested Space Marek Socha M. Marczyk Aleksander Kempski M. Cogiel P. Foszner Radosław Zawiski M. Staniszewski VOT 156 0 0 24 Oct 2025
Radar-Camera Fused Multi-Object Tracking: Online Calibration and Common Feature Lei Cheng Siyang Cao VOT 130 0 0 23 Oct 2025
Fast Self-Supervised depth and mask aware Association for Multi-Object Tracking Milad Khanchi Maria Amer Charalambos Poullis VOT 152 0 0 10 Oct 2025
Motion-Aware Transformer for Multi-Object Tracking Xu Yang Gady Agam VOT 247 0 0 26 Sep 2025
Track-On2: Enhancing Online Point Tracking with Memory Görkay Aydemir Weidi Xie Fatma Guney VOT 3DV 157 0 0 23 Sep 2025
DepTR-MOT: Unveiling the Potential of Depth-Informed Trajectory Refinement for Multi-Object Tracking Buyin Deng Lingxin Huang Kai Luo Fei Teng Kailun Yang VOT 161 0 0 22 Sep 2025
Robot Conga: A Leader-Follower Walking Approach to Sequential Path Following in Multi-Agent Systems Pranav Tiwari Soumyodipta Nath VOT 180 0 0 20 Sep 2025
Multi-animal tracking in Transition: Comparative Insights into Established and Emerging MethodsSmart Agricultural Technology (SAT), 2025 Anne Marthe Sophie Ngo Bibinbe Patrick Gagnon Jamie Ahloy-Dallaire Eric R. Paquet VOT 114 0 0 15 Sep 2025
Seg2Track-SAM2: SAM2-based Multi-object Tracking and Segmentation for Zero-shot Generalization Diogo Mendonça T. Barros C. Premebida U. J. Nunes VOT VLM 117 0 0 15 Sep 2025
An HMM-based framework for identity-aware long-term multi-object tracking from sparse and uncertain identification: use case on long-term tracking in livestock Anne Marthe Sophie Ngo Bibinbe Chiron Bang Patrick Gagnon Jamie Ahloy-Dallaire Eric R. Paquet VOT 112 0 0 12 Sep 2025
NOOUGAT: Towards Unified Online and Offline Multi-Object Tracking Benjamin Missaoui Orcun Cetintas Guillem Brasó Tim Meinhardt Laura Leal-Taixé VOT 196 1 0 02 Sep 2025
FastTracker: Real-Time and Accurate Visual Tracking Hamidreza Hashempoor Yu Dong Hwang VOT 446 2 0 20 Aug 2025
SocialTrack: Multi-Object Tracking in Complex Urban Traffic Scenes Inspired by Social Behavior Wenguang Tao Xiaotian Wang Tian Yan Jie Yan Guodong Li Kun Bai VOT 258 0 0 18 Aug 2025
MeMoSORT: Memory-Assisted Filtering and Motion-Adaptive Association Metric for Multi-Person Tracking Yingjie Wang Zhixing Wang Le Zheng Tianxiao Liu Roujing Li Xueyao Hu VOT 122 0 0 13 Aug 2025
GRASPTrack: Geometry-Reasoned Association via Segmentation and Projection for Multi-Object Tracking Xudong Han Pengcheng Fang Yueying Tian Jianhui Yu Xiaohao Cai Daniel Roggen Philip Birch VOT 126 0 0 11 Aug 2025
Tracking the Unstable: Appearance-Guided Motion Modeling for Robust Multi-Object Tracking in UAV-Captured Videos Jianbo Ma Hui Luo Qi Chen Yuankai Qi Yumei Sun Amin Beheshti Jianlin Zhang Ming-Hsuan Yang VOT 212 0 0 03 Aug 2025
Vision transformer-based multi-camera multi-object tracking framework for dairy cow monitoringSmart Agricultural Technology (SAT), 2025 Kumail Abbas Zeeshan Afzal Aqeel Raza Taha Mansouri Andrew W. Dowsey Chaidate Inchaisri Ali Alameer VOT 100 0 0 03 Aug 2025
GOSPA and T-GOSPA quasi-metrics for evaluation of multi-object tracking algorithms Ángel F. García-Fernández Jinhao Gu Lennart Svensson Yuxuan Xia Jan Krejčí Oliver Kost Ondřej Straka VOT 98 0 0 18 Jul 2025
Unified People Tracking with Graph Neural Networks Martin Engilberge Ivan Vrkic Friedrich Wilke Grosche Julien Pilet Engin Turetken Pascal Fua 3DH VOT 139 0 0 11 Jul 2025
Self-Supervised Real-Time Tracking of Military Vehicles in Low-FPS UAV Footage Markiyan Kostiv Anatolii Adamovskyi Yevhen Cherniavskyi Mykyta Varenyk Ostap Viniavskyi Igor Krashenyi Oles Dobosevych VOT 124 1 0 07 Jul 2025
Integrated Gaussian Processes for Robust and Adaptive Multi-Object Tracking Fred Lydeard Bashar I. Ahmad Simon Godsill VOT GP 131 0 0 05 Jul 2025
Tracking by Detection and Query: An Efficient End-to-End Framework for Multi-Object Tracking Shukun Jia Shiyu Hu Yichao Cao Feng Yang Xin Lu Xiaobo Lu VOT 321 2 0 01 Jul 2025
Bayesian Multiobject Tracking With Neural-Enhanced Motion and Measurement Models Shaoxiu Wei Mingchao Liang Florian Meyer VOT 123 1 0 22 Jun 2025
YASMOT: Yet another stereo image multi-object tracker Ketil Malde VOT 131 0 0 20 Jun 2025
Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Momir Adžemović VOT 94 0 0 16 Jun 2025
Optimizing Cooperative Multi-Object Tracking using Graph Signal Processing Maria Damanaki Nikos Piperigkos Alexandros Gkillas Aris Lalos VOT 199 0 0 11 Jun 2025
Attention-Bayesian Hybrid Approach to Modular Multiple Particle Tracking Piyush Mishra Philippe Roudot VOT 188 0 0 11 Jun 2025
GoTrack: Generic 6DoF Object Pose Refinement and Tracking Van Nguyen Nguyen Christian Forster Sindi Shkodrani Vincent Lepetit Bugra Tekin Cem Keskin Tomás Hodan VOT 112 0 0 08 Jun 2025
Depth-Aware Scoring and Hierarchical Alignment for Multiple Object TrackingInternational Conference on Information Photonics (ICIP), 2025 Milad Khanchi Maria Amer Charalambos Poullis VOT 150 1 0 01 Jun 2025
LiDAR MOT-DETR: A LiDAR-based Two-Stage Transformer for 3D Multiple Object Tracking Martha Teiko Teye Ori Maoz Matthias Rottmann VOT 374 1 0 19 May 2025
CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking Vladimir Somers Baptiste Standaert Victor Joos Alexandre Alahi Christophe De Vleeschouwer VOT 317 3 0 02 May 2025
A Robust Deep Networks based Multi-Object MultiCamera Tracking System for City Scale Traffic Muhammad Imran Zaman Usama Ijaz Bajwa Gulshan Saleem Rana Hammad Raza VOT 432 11 0 01 May 2025
S3MOT: Monocular 3D Object Tracking with Selective State Space Model Zhuohao Yan Shaoquan Feng Xingxing Li Yuxuan Zhou Chunxi Xia Shengyu Li VOT 297 0 0 25 Apr 2025
Real-Time Sleepiness Detection for Driver State Monitoring System D. Ghimire SungHwan Jeong Sunhong Yoon S. H. Park Juhwan Choi CVBM VOT 148 8 0 21 Apr 2025
CoMotion: Concurrent Multi-person 3D MotionInternational Conference on Learning Representations (ICLR), 2025 Alejandro Newell Peiyun Hu Lahav Lipson Stephan R. Richter V. Koltun 3DH VOT 403 1 0 16 Apr 2025
PapMOT: Exploring Adversarial Patch Attack against Multiple Object TrackingEuropean Conference on Computer Vision (ECCV), 2025 Jiahuan Long Tingsong Jiang Wen Yao Shuai Jia Weinan Zhang Weien Zhou Chao Ma Xiaoqian Chen AAML VOT 297 3 0 12 Apr 2025
Data-Driven Object Tracking: Integrating Modular Neural Networks into a Kalman Framework Christian Alexander Holz Christian Bader Markus Enzweiler Matthias Drüppel VOT 228 1 0 03 Apr 2025
Real-Time Multi-Object Tracking using YOLOv8 and SORT on a SoC FPGAInternational Workshop on Applied Reconfigurable Computing (ARC), 2025 Michal Danilowicz T. Kryjak VOT 198 2 0 17 Mar 2025
History-Aware Transformation of ReID Features for Multiple Object Tracking Ruopeng Gao Yidan Wang Chunxu Liu Limin Wang VOT 329 2 0 16 Mar 2025
Cognitive Disentanglement for Referring Multi-Object TrackingInformation Fusion (Inf. Fusion), 2025 Shaofeng Liang Runwei Guan Wangwang Lian Daizong Liu Xiaolou Sun Dongming Wu Yutao Yue Weiping Ding Hui Xiong VOT 304 3 0 14 Mar 2025
How good are deep learning methods for automated road safety analysis using video data? An experimental study Qingwu Liu Nicolas Saunier Guillaume-Alexandre Bilodeau VOT 186 0 0 12 Mar 2025
A Modular Pipeline for 3D Object Tracking Using RGB Cameras Lars Bredereke Yale Hartmann Tanja Schultz 3DPC VOT 178 1 0 06 Mar 2025
Easy-Poly: A Easy Polyhedral Framework For 3D Multi-Object Tracking Peng Zhang Xin Li Xin Lin Liang He VOT 245 0 0 25 Feb 2025
MEX: Memory-efficient Approach to Referring Multi-Object TrackingInternational Conference on Autonomic and Trusted Computing (ATC), 2024 Huu-Thien Tran Phuoc-Sang Pham Thai-Son Tran Khoa Luu VOT 280 1 0 20 Feb 2025
OneTrack-M: A multitask approach to transformer-based MOT models Luiz C. S. de Araujo Carlos M. S. Figueiredo VOT 244 0 0 06 Feb 2025

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