ByteTrack: Multi-Object Tracking by Associating Every Detection Box

13 October 2021

Papers citing "ByteTrack: Multi-Object Tracking by Associating Every Detection Box"

50 / 105 papers shown

Title
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 306 576 0 31 Dec 2020
Detecting Invisible People Tarasha Khurana Achal Dave Deva Ramanan 31 35 0 15 Dec 2020
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking F. Saleh S. Aliakbarian Hamid Rezatofighi Mathieu Salzmann Stephen Gould VOT 58 74 0 03 Dec 2020
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals Pei Sun Rufeng Zhang Yi Jiang Tao Kong Chenfeng Xu ... Masayoshi Tomizuka Lei Li Zehuan Yuan Changhu Wang Ping Luo ObjD 93 1,091 0 25 Nov 2020
Rethinking the competition between detection and ReID in Multi-Object Tracking Chao Liang Zhipeng Zhang Xue Zhou Bing Li Xiyong Ye Jianxiao Zou VOT 51 282 0 23 Oct 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 538 40,739 0 22 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 200 5,046 0 08 Oct 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 72 904 0 16 Sep 2020
MAT: Motion-Aware Multi-Object Tracking Shoudong Han Piao Huang Hongwei Wang En Yu Donghaisheng Liu Xiaofeng Pan Jun Zhao VOT 67 132 0 10 Sep 2020
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking Jinlong Peng Changan Wang Fangbin Wan Yang Wu Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu VOT 48 311 0 29 Jul 2020
AutoAssign: Differentiable Label Assignment for Dense Object Detection Benjin Zhu Jianfeng Wang Zhengkai Jiang Fuhang Zong Songtao Liu Zeming Li Jian Sun 57 221 0 07 Jul 2020
Lifted Disjoint Paths with Application in Multiple Object Tracking Andrea Hornáková Roberto Henschel Bodo Rosenhahn Paul Swoboda VOT 64 117 0 25 Jun 2020
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 112 371 0 11 Jun 2020
TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model Bo Pang Yizhuo Li Yifan Zhang Muchen Li Cewu Lu VOT 47 236 0 10 Jun 2020
FastReID: A Pytorch Toolbox for General Instance Re-identification Lingxiao He Xingyu Liao Wu Liu Xinchen Liu Peng Cheng Tao Mei 65 313 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 357 13,002 0 26 May 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 141 12,223 0 23 Apr 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 86 1,331 0 04 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 72 1,057 0 02 Apr 2020
RetinaTrack: Online Single Stage Joint Detection and Tracking Zhichao Lu V. Rathod Ronny Votel Jonathan Huang VOT 58 190 0 30 Mar 2020
MOT20: A benchmark for multi object tracking in crowded scenes Patrick Dendorfer Hamid Rezatofighi Anton Milan Javen Qinfeng Shi Daniel Cremers Ian Reid Stefan Roth Konrad Schindler Laura Leal-Taixé VOT 234 648 0 19 Mar 2020
Learning a Neural Solver for Multiple Object Tracking Guillem Brasó Laura Leal-Taixé VOT 64 399 0 16 Dec 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 80 3,101 0 27 Nov 2019
Model Adaption Object Detection System for Robot Jingwen Fu Licheng Zong Yuan Li Keben. Li B. Yang Xibei Liu 39 10 0 07 Nov 2019
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 295 871 0 27 Sep 2019
Spatial-Temporal Relation Networks for Multi-Object Tracking Jiarui Xu Yue Cao Zheng Zhang Han Hu VOT 112 238 0 25 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 101 3,249 0 16 Apr 2019
FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking Peng Chu Haibin Ling VOT 60 215 0 10 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 104 910 0 13 Mar 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 145 4,143 0 25 Feb 2019
Online Multi-Object Tracking with Instance-Aware Tracker and Dynamic Model Refreshment Peng Chu Heng Fan C. C. Tan Haibin Ling VOT 47 111 0 21 Feb 2019
Online Multi-Object Tracking with Dual Matching Attention Networks Ji Zhu Hua Yang Nian Liu Minyoung Kim Wenjun Zhang Ming-Hsuan Yang VOT 58 347 0 02 Feb 2019
Integrated Object Detection and Tracking with Tracklet-Conditioned Detection Zheng Zhang Dazhi Cheng Xizhou Zhu Stephen Lin Jifeng Dai ObjD 55 48 0 27 Nov 2018
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking Hao Luo Wenxuan Xie Xinggang Wang Wenjun Zeng 58 67 0 13 Nov 2018
Deep Affinity Network for Multiple Object Tracking Shijie Sun Naveed Akhtar Huansheng Song Ajmal Mian M. Shah VOT 44 331 0 28 Oct 2018
Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification Long Chen H. Ai Zijie Zhuang C. Shang VOT 45 377 0 12 Sep 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 292 2,129 0 12 May 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 268 684 0 30 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 105 21,386 0 08 Apr 2018
Object Detection in Videos by High Quality Object Linking Peng Tang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng Jingdong Wang 114 85 0 30 Jan 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 134 4,920 0 03 Dec 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 271 9,743 0 25 Oct 2017
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 149 1,792 0 10 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 642 130,942 0 12 Jun 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 388 3,513 0 21 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,129 0 20 Mar 2017
CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang Rodrigo Benenson Bernt Schiele 56 805 0 19 Feb 2017
Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi 81 2,608 0 06 Sep 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 73 3,872 0 30 Jun 2016
Person Re-identification in the Wild Liang Zheng Hengheng Zhang Shaoyan Sun Manmohan Chandraker Yi Yang Q. Tian 49 683 0 09 Apr 2016