v1v2 (latest)

Multiple Object Tracking as ID Prediction

25 March 2024

Ruopeng Gao

Yijun Zhang

Limin Wang

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)

Papers citing "Multiple Object Tracking as ID Prediction"

50 / 88 papers shown

Title
A Tri-Modal Dataset and a Baseline System for Tracking Unmanned Aerial Vehicles Tianyang Xu Jinjie Gu Xuefeng Zhu Xiaojun Wu J. Kittler 60 1 0 23 Nov 2025
EgoCogNav: Cognition-aware Human Egocentric Navigation Zhiwen Qiu Ziang Liu Wenqian Niu Tapomayukh Bhattacharjee Saleh Kalantari EgoV 184 0 0 15 Nov 2025
Zero-Shot Multi-Animal Tracking in the Wild Jan Frederik Meier Timo Lüddecke VLM 108 0 0 04 Nov 2025
MMOT: The First Challenging Benchmark for Drone-based Multispectral Multi-Object Tracking Tianhao Li Tingfa Xu Ying Wang Haolin Qin Xu Lin Jianan Li 80 0 0 14 Oct 2025
VSE-MOT: Multi-Object Tracking in Low-Quality Video Scenes Guided by Visual Semantic Enhancement Jun Du Weiwei Xing Ming Li Fei Richard Yu DiffM 124 0 0 17 Sep 2025
NOOUGAT: Towards Unified Online and Offline Multi-Object Tracking Benjamin Missaoui Orcun Cetintas Guillem Brasó Tim Meinhardt Laura Leal-Taixé VOT 252 1 0 02 Sep 2025
Benchmarking pig detection and tracking under diverse and challenging conditionsComputers and Electronics in Agriculture (CEA), 2025 Jonathan Henrich Christian Post Maximilian Zilke Parth Shiroya Emma Chanut Amir Mollazadeh Yamchi Ramin Yahyapour Thomas Kneib Imke Traulsen 184 0 0 22 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 393 2 0 01 Jul 2025
Learning Frequency and Memory-Aware Prompts for Multi-Modal Object Tracking Boyue Xu Ruichao Hou Tongwei Ren Dongming Zhou Gangshan Wu Jinde Cao 138 0 0 30 Jun 2025
Multiple Object Tracking in Video SAR: A Benchmark and Tracking BaselineIEEE Geoscience and Remote Sensing Letters (GRSL), 2025 Haoxiang Chen Wei Zhao Rufei Zhang Nannan Li Dongjin Li 98 4 0 13 Jun 2025
No Train Yet Gain: Towards Generic Multi-Object Tracking in Sports and Beyond Tomasz Stanczyk Seongro Yoon François Brémond 190 2 0 02 Jun 2025
ReaMOT: A Benchmark and Framework for Reasoning-based Multi-Object Tracking Sijia Chen Yanqiu Yu En Yu Wenbing Tao LRM 211 0 0 26 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 365 3 0 02 May 2025
SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation Junjie Jiang Zelin Wang Manqi Zhao Yin Li Dongsheng Jiang 567 12 0 06 Apr 2025
History-Aware Transformation of ReID Features for Multiple Object Tracking Ruopeng Gao Yidan Wang Chunxu Liu Limin Wang VOT 377 2 0 16 Mar 2025
PromptGAR: Flexible Promptive Group Activity Recognition Zhangyu Jin Andrew Feng Ankur Chemburkar Celso M. De Melo VLM 284 0 0 11 Mar 2025
Cross-View Referring Multi-Object TrackingAAAI Conference on Artificial Intelligence (AAAI), 2024 Sijia Chen En Yu Wenbing Tao VOT 281 7 0 23 Dec 2024
Is Multiple Object Tracking a Matter of Specialization?Neural Information Processing Systems (NeurIPS), 2024 Gianluca Mancusi Mattia Bernardi Aniello Panariello Angelo Porrello Rita Cucchiara Simone Calderara MoMe 281 4 0 01 Nov 2024
Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking Mattia Segu Luigi Piccinelli Siyuan Li Yung-Hsu Yang Bernt Schiele Luc Van Gool Mamba 224 12 0 02 Oct 2024
MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space ModelACM Multimedia (MM), 2024 Changcheng Xiao Qiong Cao Zhigang Luo L. Lan Mamba 218 23 0 17 Aug 2024
Matching Anything by Segmenting AnythingComputer Vision and Pattern Recognition (CVPR), 2024 Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 229 47 0 06 Jun 2024
LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection Qiang Chen Xiangbo Su Xinyu Zhang Jian Wang Jiahui Chen ... Shan Zhang Kun Yao Errui Ding Gang Zhang Jingdong Wang ViT 197 44 0 05 Jun 2024
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos Atom Scott Ikuma Uchida Ning Ding Rikuhei Umemoto Rory Bunker Ren Kobayashi Takeshi Koyama Masaki Onishi Yoshinari Kameda Keisuke Fujii 212 14 0 22 Apr 2024
SportsHHI: A Dataset for Human-Human Interaction Detection in Sports Videos Tao Wu Runyu He Gangshan Wu Limin Wang 3DH 267 14 0 06 Apr 2024
NetTrack: Tracking Highly Dynamic Objects with a Net Guang-Zheng Zheng Shijie Lin Haobo Zuo Changhong Fu Jia Pan 223 23 0 17 Mar 2024
Delving into the Trajectory Long-tail Distribution for Muti-object TrackingComputer Vision and Pattern Recognition (CVPR), 2024 Sijia Chen En Yu Jinyang Li Wenbing Tao DiffM 322 23 0 07 Mar 2024
DeconfuseTrack:Dealing with Confusion for Multi-Object Tracking Cheng Huang Shoudong Han Mengyu He Wenbo Zheng Yuhao Wei VOT 223 12 0 05 Mar 2024
DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction Weiyi Lv Yuhang Huang Ning Zhang Ruei-Sung Lin Mei Han Dan Zeng DiffM 339 50 0 04 Mar 2024
Motion State: A New Benchmark Multiple Object Tracking Yang Feng Liao Pan Wu Di Liu Bo Xingle Zhang 221 5 0 29 Dec 2023
Contrastive Learning for Multi-Object Tracking with TransformersIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Pierre-François De Plaen Nicola Marinello Marc Proesmans Tinne Tuytelaars Luc Van Gool VOT 255 19 0 14 Nov 2023
AgriSORT: A Simple Online Real-time Tracking-by-Detection framework for robotics in precision agricultureIEEE International Conference on Robotics and Automation (ICRA), 2023 Leonardo Saraceni I. M. Motoi Daniele Nardi Thomas Alessandro Ciarfuglia VOT 218 12 0 23 Sep 2023
OccluTrack: Rethinking Awareness of Occlusion for Enhancing Multiple Pedestrian Tracking Jianjun Gao Yi Wang Kim-Hui Yap Kratika Garg Bo Han 305 6 0 19 Sep 2023
TrackFlow: Multi-Object Tracking with Normalizing FlowsIEEE International Conference on Computer Vision (ICCV), 2023 Gianluca Mancusi Aniello Panariello Angelo Porrello Matteo Fabbri Simone Calderara Rita Cucchiara VOT 177 20 0 22 Aug 2023
DiffusionTrack: Diffusion Model For Multi-Object TrackingAAAI Conference on Artificial Intelligence (AAAI), 2023 Run Luo Zikai Song Lintao Ma Ji Wei Wei-Guo Yang Min Yang DiffM 235 60 0 19 Aug 2023
Hybrid-SORT: Weak Cues Matter for Online Multi-Object TrackingAAAI Conference on Artificial Intelligence (AAAI), 2023 Mingzhan Yang G. Han B. Yan Wenhua Zhang Jinqing Qi Huchuan Lu D. Wang VOT 259 130 0 01 Aug 2023
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingIEEE International Conference on Computer Vision (ICCV), 2023 Ruopeng Gao Limin Wang VOT 481 101 0 28 Jul 2023
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports Hsiang-Wei Huang Cheng-Yen Yang Jiacheng Sun Pyong-Kun Kim Kwang-Ju Kim Kyoungoh Lee Chung-I Huang Lei Li 255 38 0 22 Jun 2023
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth Zelin Liu Xinggang Wang Cheng Wang Wenyu Liu X. Bai VOS VOT 337 87 0 08 Jun 2023
MOTRv3: Release-Fetch Supervision for End-to-End Multi-Object Tracking En Yu Tiancai Wang Zhuoling Li Yuang Zhang Xiangyu Zhang Wenbing Tao VOT 169 49 0 23 May 2023
OVTrack: Open-Vocabulary Multiple Object TrackingComputer Vision and Pattern Recognition (CVPR), 2023 Siyuan Li Tobias Fischer Lei Ke Henghui Ding Martin Danelljan Feng Yu DiffM 239 59 0 17 Apr 2023
DETRs Beat YOLOs on Real-time Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Yian Zhao Wenyu Lv Shangliang Xu Jinman Wei Guanzhong Wang Qingqing Dang Yi Liu Cheng Cui 362 2,179 0 17 Apr 2023
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports ScenesIEEE International Conference on Computer Vision (ICCV), 2023 Yutao Cui Chenkai Zeng Xiaoyu Zhao Yichun Yang Gangshan Wu Limin Wang 242 143 0 11 Apr 2023
MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object TrackingComputer Vision and Pattern Recognition (CVPR), 2023 Zheng Qin Sanping Zhou Le Wang Jinghai Duan G. Hua Wei Tang VOT 267 113 0 18 Mar 2023
Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationInternational Conference on Information Photonics (ICIP), 2023 Gerard Maggiolino Adnan Ahmad Jinkun Cao Kris Kitani VOT 207 257 0 23 Feb 2023
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open ScenesInternational Journal of Computer Vision (IJCV), 2023 Shenghao Hao Peiyuan Liu Yibing Zhan Kaixun Jin Zuozhu Liu Min-Gyoo Song Lei Li Gaoang Wang 152 33 0 15 Feb 2023
Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching SpaceIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Fan Yang S. Odashima S. Masui Shan Jiang VOT 165 133 0 24 Nov 2022
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsComputer Vision and Pattern Recognition (CVPR), 2022 Yuang Zhang Tiancai Wang Xiangyu Zhang VOT 263 207 0 17 Nov 2022
End-to-end Tracking with a Multi-query Transformer Bruno Korbar Andrew Zisserman VOT 151 7 0 26 Oct 2022
Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking?Neural Information Processing Systems (NeurIPS), 2022 Patrick Dendorfer V. Yugay Aljosa Osep Laura Leal-Taixé 311 57 0 14 Oct 2022
BoT-SORT: Robust Associations Multi-Pedestrian Tracking Nir Aharon Roy Orfaig B. Bobrovsky VOT 338 690 0 29 Jun 2022