TrackFormer: Multi-Object Tracking with Transformers

7 January 2021

Tim Meinhardt

A. Kirillov

Laura Leal-Taixe

Christoph Feichtenhofer

VOT

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Papers citing "TrackFormer: Multi-Object Tracking with Transformers"

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Title
CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking Vladimir Somers Baptiste Standaert Victor Joos Alexandre Alahi Christophe De Vleeschouwer VOT 57 0 0 02 May 2025
SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation Junjie Jiang Zelin Wang Manqi Zhao Yin Li Dongsheng Jiang 41 0 0 06 Apr 2025
OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer Jinyang Li En Yu Sijia Chen Wenbing Tao 57 1 0 13 Mar 2025
From Slices to Sequences: Autoregressive Tracking Transformer for Cohesive and Consistent 3D Lymph Node Detection in CT Scans Qinji Yu Yirui Wang K. Yan Dandan Zheng Dashan Ai ... N. Shen Xiaowei Ding Le Lu X. Ye Dakai Jin ViT MedIm 59 0 0 11 Mar 2025
Omnidirectional Multi-Object Tracking Kai Luo Hao-miao Shi Sheng Wu Fei Teng Mengfei Duan Chang Huang Y. Wang Kaiwei Wang Kailun Yang 42 0 0 06 Mar 2025
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation Cheng Yuan Jian Jiang Kunyi Yang Lv Wu Rui Wang ... Yifan Zhou Wanli Song H. Wang Qi Dou Yutong Ban 28 1 0 03 Jan 2025
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 64 1 0 03 Jan 2025
VideoOrion: Tokenizing Object Dynamics in Videos Yicheng Feng Yijiang Li Wanpeng Zhang Sipeng Zheng Zongqing Lu Sipeng Zheng Zongqing Lu 109 1 0 25 Nov 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With A Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 34 1 0 20 Sep 2024
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking Emirhan Bayar Cemal Aker VOT 42 0 0 10 Sep 2024
FlowTrack: Point-level Flow Network for 3D Single Object Tracking Shuo Li Yubo Cui Zhiheng Li Zheng Fang 3DPC VOT 35 1 0 02 Jul 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 37 22 0 06 Jun 2024
SurgiTrack: Fine-Grained Multi-Class Multi-Tool Tracking in Surgical Videos C. Nwoye N. Padoy 29 2 0 30 May 2024
ETTrack: Enhanced Temporal Motion Predictor for Multi-Object Tracking Xudong Han Nobuyuki Oishi Yueying Tian Elif Ucurum R. Young C. Chatwin Philip Birch 40 3 0 24 May 2024
RobMOT: Robust 3D Multi-Object Tracking by Observational Noise and State Estimation Drift Mitigation on LiDAR PointCloud Mohamed Nagy N. Werghi Bilal Hassan Jorge Dias Majid Khonji VOT 73 2 0 19 May 2024
Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery Yuyang Sheng Sophia Bano Matthew J. Clarkson Mobarakol Islam 43 6 0 22 Apr 2024
Self-Supervised Multi-Object Tracking with Path Consistency Zijia Lu Bing Shuai Yanbei Chen Zhenlin Xu Davide Modolo VOT 42 10 0 08 Apr 2024
Spatial Cognition from Egocentric Video: Out of Sight, Not Out of Mind Chiara Plizzari Shubham Goel Toby Perrett Jacob Chalk Angjoo Kanazawa Dima Damen 35 10 0 07 Apr 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark Sanghyun Woo Kwanyong Park Inkyu Shin Myungchul Kim In So Kweon 36 0 0 29 Mar 2024
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 55 12 0 25 Mar 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking Sijia Chen En Yu Jinyang Li Wenbing Tao DiffM 35 12 0 07 Mar 2024
EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving Jiacheng Lin Jiajun Chen Kunyu Peng Xuan He Zhiyong Li Rainer Stiefelhagen Kailun Yang 50 6 0 28 Feb 2024
Multi-Object Tracking by Hierarchical Visual Representations Jinkun Cao Jiangmiao Pang Kris M. Kitani OCL 47 0 0 24 Feb 2024
Transformer-Based Multi-Object Smoothing with Decoupled Data Association and Smoothing Juliano Pinto Georg Hess Yuxuan Xia H. Wymeersch Lennart Svensson VOT 27 3 0 22 Dec 2023
NTrack: A Multiple-Object Tracker and Dataset for Infield Cotton Boll Counting Md Ahmed Al Muzaddid William J. Beksi VOT 24 1 0 18 Dec 2023
Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking Yanlei Gao Haojun Xu Nannan Wang Jie Li Xinbo Gao VOT 45 4 0 14 Dec 2023
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao 24 2 0 11 Dec 2023
TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios Lihao Liu Yanqi Cheng Zhongying Deng Shujun Wang Dongdong Chen Xiaowei Hu Pietro Lio' Carola-Bibiane Schönlieb Angelica Aviles-Rivero 42 1 0 30 Nov 2023
Contrastive Learning for Multi-Object Tracking with Transformers Pierre-François De Plaen N. Marinello M. Proesmans Tinne Tuytelaars Luc Van Gool VOT 29 6 0 14 Nov 2023
Audio-Visual Speaker Tracking: Progress, Challenges, and Future Directions Jinzheng Zhao Yong-mei Xu Xinyuan Qian Davide Berghi Peipei Wu Meng Cui Jianyuan Sun Philip J. B. Jackson Wenwu Wang BDL 39 7 0 23 Oct 2023
TCOVIS: Temporally Consistent Online Video Instance Segmentation Junlong Li Ting Yu Yongming Rao Jie Zhou Jiwen Lu 38 12 0 21 Sep 2023
OccluTrack: Rethinking Awareness of Occlusion for Enhancing Multiple Pedestrian Tracking Jianjun Gao Yi Wang Kim-Hui Yap Kratika Garg Bo Han 84 1 0 19 Sep 2023
DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions Teng Fu Xiaocong Wang Haiyang Yu Ke Niu Bin Li Xiangyang Xue VOT ViT 36 6 0 09 Sep 2023
BIT: Bi-Level Temporal Modeling for Efficient Supervised Action Segmentation Zijia Lu Ehsan Elhamifar 40 2 0 28 Aug 2023
The detection and rectification for identity-switch based on unfalsified control Ju Huang Xiaoqi He Shenghu Zhao VOT 47 2 0 27 Jul 2023
Robot Structure Prior Guided Temporal Attention for Camera-to-Robot Pose Estimation from Image Sequence Yang Tian Jiyao Zhang Zekai Yin Hao Dong 32 9 0 22 Jul 2023
RedMotion: Motion Prediction via Redundancy Reduction Royden Wagner Ömer Sahin Tas Marvin Klemp Carlos Fernandez Lopez Christoph Stiller 46 6 0 19 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 33 7 0 14 Jun 2023
Permutation Invariant Recurrent Neural Networks for Sound Source Tracking Applications David Diaz-Guerra A. Politis A. Miguel J. R. Beltrán Tuomas Virtanen 23 0 0 14 Jun 2023
DVIS: Decoupled Video Instance Segmentation Framework Tao Zhang Xingye Tian Yuehua Wu Shunping Ji Xuebo Wang Yuan Zhang Pengfei Wan 23 44 0 06 Jun 2023
Type-to-Track: Retrieve Any Object via Prompt-based Tracking Pha Nguyen Kha Gia Quach Kris M. Kitani Khoa Luu 42 18 0 22 May 2023
S $^3$ Track: Self-supervised Tracking with Soft Assignment Flow Fatemeh Azimi Fahim Mannan Felix Heide VOT 32 0 0 17 May 2023
MV-Map: Offboard HD-Map Generation with Multi-view Consistency Ziyang Xie Ziqi Pang Yuxiong Wang 20 21 0 15 May 2023
Self-Supervised Multi-Object Tracking For Autonomous Driving From Consistency Across Timescales Christopher Lang Alexander Braun Lars Schillingmann Abhinav Valada 17 5 0 25 Apr 2023
On the Benefits of 3D Pose and Tracking for Human Action Recognition Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Christoph Feichtenhofer Jitendra Malik 36 30 0 03 Apr 2023
ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Xing-Hui Wang Xiaoqing Ye Wei Zhang Jincheng Lu Xiao Tan Errui Ding Pei Sun Jingdong Wang VOT 31 20 0 27 Mar 2023
RGBT Tracking via Progressive Fusion Transformer with Dynamically Guided Learning Yabin Zhu Chenglong Li Xiao Wang Jin Tang Zhixiang Huang 29 7 0 26 Mar 2023
Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection Shihao Wang Yingfei Liu Tiancai Wang Ying Li Xiangyu Zhang 3DPC 53 191 0 21 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 24 72 0 18 Mar 2023
Referring Multi-Object Tracking Dongming Wu Wencheng Han Tiancai Wang Xingping Dong Xiangyu Zhang Jianbing Shen 34 71 0 06 Mar 2023