CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking

2 May 2025

Christophe De Vleeschouwer

VOT

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Papers citing "CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking"

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Title
TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes X. Cao Y. Zheng Yao Yao Huapeng Qin Xiaoyu Cao Shihui Guo 114 2 0 03 Jan 2025
MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model Changcheng Xiao Qiong Cao Zhigang Luo L. Lan Mamba 80 13 0 17 Aug 2024
Keypoint Promptable Re-Identification Vladimir Somers Christophe De Vleeschouwer Alexandre Alahi 83 7 0 25 Jul 2024
FeatureSORT: Essential Features for Effective Tracking Hamidreza Hashempoor Rosemary Koikara Yu Dong Hwang VOT 114 4 0 05 Jul 2024
Engineering an Efficient Object Tracker for Non-Linear Motion Momir Adzemovic Predrag Tadić Andrija Petrović Mladen Nikolic 69 2 0 30 Jun 2024
ETTrack: Enhanced Temporal Motion Predictor for Multi-Object Tracking Xudong Han Nobuyuki Oishi Yueying Tian Elif Ucurum R. Young C. Chatwin Philip Birch 75 5 0 24 May 2024
SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap Vladimir Somers Victor Joos A. Cioppa Silvio Giancola Seyed Abolfazl Ghasemzadeh ... S. Kasaei Guohao Li Alexandre Alahi Marc Van Droogenbroeck Christophe De Vleeschouwer 63 23 0 17 Apr 2024
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 171 16 0 25 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 120 20 0 04 Mar 2024
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking Momir Adzemovic Predrag Tadić Andrija Petrović Mladen Nikolic 107 5 0 15 Feb 2024
Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking Mingzhan Yang G. Han B. Yan Wenhua Zhang Jinqing Qi Huchuan Lu D. Wang VOT 117 63 0 01 Aug 2023
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking Ruopeng Gao Limin Wang VOT 84 57 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 67 26 0 22 Jun 2023
Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking Feng Yan Weihua Luo Yujie Zhong Yiyang Gan Lin Ma VOT 104 17 0 22 May 2023
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes Yutao Cui Chenkai Zeng Xiaoyu Zhao Yichun Yang Gangshan Wu Limin Wang 58 91 0 11 Apr 2023
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks Weihua Chen Xianzhe Xu Jian Jia Haowen Luo Yaohua Wang F. Wang Rong Jin Xiuyu Sun SSL 69 99 0 30 Mar 2023
MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking Zheng Qin Sanping Zhou Le Wang Jinghai Duan G. Hua Wei Tang VOT 83 79 0 18 Mar 2023
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose Tao Jiang Peng Lu Li Zhang Ning Ma Rui Han Chengqi Lyu Yining Li Kai-xiang Chen 3DH 113 169 0 13 Mar 2023
Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation Hao Ren Shoudong Han Huilin Ding Ziwen Zhang Hongwei Wang Faquan Wang VOT 94 36 0 28 Feb 2023
Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification Gerard Maggiolino Adnan Ahmad Jinkun Cao Kris Kitani VOT 65 179 0 23 Feb 2023
Body Part-Based Representation Learning for Occluded Person Re-Identification Vladimir Somers Christophe De Vleeschouwer Alexandre Alahi 83 111 0 07 Nov 2022
SoccerNet 2022 Challenges Results Silvio Giancola A. Cioppa Adrien Deliège Floriane Magera Vladimir Somers ... Yingying Li Yue He Yujie Zhong Zhenhua Guo Zhiheng Li 76 31 0 05 Oct 2022
BoT-SORT: Robust Associations Multi-Pedestrian Tracking Nir Aharon Roy Orfaig B. Bobrovsky VOT 109 467 0 29 Jun 2022
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 84 54 0 09 Jun 2022
Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking Peng Dai Yiqiang Feng Renliang Weng Changshui Zhang VOT ViT 84 6 0 31 May 2022
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos A. Cioppa Silvio Giancola Adrien Deliège Le Kang Xin Zhou Zhiyu Cheng Guohao Li Marc Van Droogenbroeck 77 79 0 14 Apr 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris Kitani VOT 120 494 0 27 Mar 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 88 573 0 28 Feb 2022
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion Pei Sun Jinkun Cao Yi Jiang Zehuan Yuan S. Bai Kris Kitani Ping Luo VOT 85 248 0 29 Nov 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 176 1,391 0 13 Oct 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 162 4,105 0 18 Jul 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 75 518 0 07 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 467 21,603 0 25 Mar 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 279 774 0 07 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 316 587 0 31 Dec 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip Torr Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 89 918 0 16 Sep 2020
FastReID: A Pytorch Toolbox for General Instance Re-identification Lingxiao He Xingyu Liao Wu Liu Xinchen Liu Peng Cheng Tao Mei 103 315 0 04 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 440 13,130 0 26 May 2020
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Yifu Zhang Chunyu Wang Xinggang Wang Wenjun Zeng Wenyu Liu VOT 132 1,350 0 04 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 83 1,068 0 02 Apr 2020
Learning a Neural Solver for Multiple Object Tracking Guillem Brasó Laura Leal-Taixé VOT 85 401 0 16 Dec 2019
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 319 878 0 27 Sep 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 177 2,883 0 17 Jun 2019
Omni-Scale Feature Learning for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 88 833 0 02 May 2019
Spatial-Temporal Relation Networks for Multi-Object Tracking Jiarui Xu Yue Cao Zheng Zhang Han Hu VOT 129 238 0 25 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 123 912 0 13 Mar 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 138 4,063 0 25 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 351 10,364 0 10 Jul 2018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 346 2,158 0 12 May 2018