MOT20: A benchmark for multi object tracking in crowded scenes

19 March 2020

Konrad Schindler

Laura Leal-Taixé

VOT

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Papers citing "MOT20: A benchmark for multi object tracking in crowded scenes"

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Title
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 41 48 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 22 5 0 31 May 2022
Evaluating deep tracking models for player tracking in broadcast ice hockey video Kanav Vats M. Fani David A Clausi John S. Zelek 21 3 0 22 May 2022
People Tracking and Re-Identifying in Distributed Contexts: Extension Study of PoseTReID Ratha Siv M. Mancas B. Gosselin Dona Valy Sokchenda Sreng VOT 21 0 0 20 May 2022
FasterVideo: Efficient Online Joint Object Detection And Tracking Issa Mouawad Francesca Odone VOT 24 4 0 15 Apr 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Z. Tu Stefano Soatto VOT 29 148 0 31 Mar 2022
TR-MOT: Multi-Object Tracking by Reference Mingfei Chen Yue Liao Si Liu Fei-Yue Wang Jenq-Neng Hwang VOT 32 9 0 30 Mar 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris M. Kitani VOT 43 455 0 27 Mar 2022
Towards Discriminative Representation: Multi-view Trajectory Contrastive Learning for Online Multi-object Tracking En Yu Zhuoling Li Shoudong Han 38 44 0 27 Mar 2022
DSRRTracker: Dynamic Search Region Refinement for Attention-based Siamese Multi-Object Tracking Jia Wan Hong Zhang J. Zhang Yuan Ding Yifan Yang Yan Li Xuliang Li VOT 43 5 0 21 Mar 2022
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking Jiaxin Li Yan Ding Hua-Liang Wei VOT 26 43 0 08 Mar 2022
Structured Prediction Problem Archive Paul Swoboda Bjoern Andres Andrea Hornáková Florian Bernard Jannik Irmai Paul Roetzer Bogdan Savchynskyy David Stein Ahmed Abbas 22 7 0 04 Feb 2022
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion Pei Sun Jinkun Cao Yi-Xin Jiang Zehuan Yuan S. Bai Kris M. Kitani Ping Luo VOT 22 236 0 29 Nov 2021
Multiple Object Trackers in OpenCV: A Benchmark Nadja Dardagan Adnan Brdjanin Dzemil Dzigal Amila Akagić VOT 24 19 0 11 Oct 2021
CANS: Communication Limited Camera Network Self-Configuration for Intelligent Industrial Surveillance Jingzheng Tu Qimin Xu Cailian Chen 32 2 0 13 Sep 2021
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths Andrea Hornáková T. Kaiser Paul Swoboda Michal Rolínek Bodo Rosenhahn Roberto Henschel VOT 32 37 0 24 Aug 2021
DeepScale: Online Frame Size Adaptation for Multi-object Tracking on Smart Cameras and Edge Servers Keivan Nalaie Renjie Xu Rong Zheng VOT 21 9 0 22 Jul 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip H. S. Torr Luca Bertinetto 37 82 0 05 Jul 2021
Long Term Object Detection and Tracking in Collaborative Learning Environments Sravani Teeparthi 13 3 0 02 Jun 2021
Online and Real-Time Tracking in a Surveillance Scenario Oliver Urbann O. Bredtmann M. Otten Jan-Philip Richter T. Bauer Dávid Zibriczky 19 15 0 02 Jun 2021
RelationTrack: Relation-aware Multiple Object Tracking with Decoupled Representation En Yu Zhuoling Li Shoudong Han Hongwei Wang VOT 47 128 0 10 May 2021
Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking Gaoang Wang Yizhou Wang Renshu Gu Weijie Hu Jenq-Neng Hwang VOT 38 40 0 06 May 2021
MODS -- A USV-oriented object detection and obstacle segmentation benchmark Borja Bovcon Jon Muhovič Dusko Vranac Dean Mozetic J. Pers Matej Kristan VOS 22 66 0 05 May 2021
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water Leon Amadeus Varga Benjamin Kiefer Martin Messmer A. Zell 21 110 0 05 May 2021
One More Check: Making "Fake Background" Be Tracked Again Chao Liang Zhipeng Zhang Xue Zhou Bing Li Weiming Hu VOT 28 65 0 19 Apr 2021
Motion Vector Extrapolation for Video Object Detection J. True N. Khan 28 4 0 18 Apr 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 34 147 0 08 Apr 2021
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Yihong Xu Yutong Ban Guillaume Delorme Chuang Gan Daniela Rus Xavier Alameda-Pineda VOT 25 92 0 28 Mar 2021
Learning a Proposal Classifier for Multiple Object Tracking Peng Dai Renliang Weng Wongun Choi Changshui Zhang Zhangping He Wei Ding VOT 44 87 0 14 Mar 2021
The Multi-Temporal Urban Development SpaceNet Dataset A. V. Etten Daniel Hogan J. Martinez-Manso Jacob Shermeyer N. Weir Ryan Lewis 15 68 0 08 Feb 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 22 115 0 02 Jan 2021
A Hypergradient Approach to Robust Regression without Correspondence Yujia Xie Yongyi Mao Simiao Zuo Hongteng Xu X. Ye T. Zhao H. Zha 24 15 0 30 Nov 2020
Reconfigurable Cyber-Physical System for Critical Infrastructure Protection in Smart Cities via Smart Video-Surveillance J. Isern Francisco Barranco Daniel Deniz Juho Lesonen Jari Hannuksela Richard R. Carrillo 18 21 0 29 Nov 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip H. S. Torr Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 24 877 0 16 Sep 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 34 1,303 0 04 Apr 2020