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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TPT-Bench: A Large-Scale, Long-Term and Robot-Egocentric Dataset for Benchmarking Target Person Tracking Hanjing Ye Yu Zhan Weixi Situ Guangcheng Chen Jingwen Yu Kuanqi Cai Hong Zhang 28 0 0 12 May 2025
EffOWT: Transfer Visual Language Models to Open-World Tracking Efficiently and Effectively Bingyang Wang Kaer Huang Bin Li Yiqiang Yan L. Zhang Huchuan Lu You He VLM 37 0 0 07 Apr 2025
Dynamic-Dark SLAM: RGB-Thermal Cooperative Robot Vision Strategy for Multi-Person Tracking in Both Well-Lit and Low-Light Scenes Tatsuro Sakai Kanji Tanaka Jonathan Tay Yu Liang Muhammad Adil Luqman Daiki Iwata 52 0 0 17 Mar 2025
YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID Iñaki Erregue Kamal Nasrollahi Sergio Escalera VOT 59 0 0 23 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
Efficient Multi-Object Tracking on Edge Devices via Reconstruction-Based Channel Pruning Jan Müller Adrian Pigors VOT 28 0 0 11 Oct 2024
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking Emirhan Bayar Cemal Aker VOT 40 0 0 10 Sep 2024
Engineering an Efficient Object Tracker for Non-Linear Motion Momir Adzemovic Predrag Tadić Andrija Petrović Mladen Nikolic 27 1 0 30 Jun 2024
SurgiTrack: Fine-Grained Multi-Class Multi-Tool Tracking in Surgical Videos C. Nwoye N. Padoy 24 2 0 30 May 2024
MAML MOT: Multiple Object Tracking based on Meta-Learning Jiayi Chen Chunhua Deng VOT 27 0 0 12 May 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
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
Multi-Object Tracking by Hierarchical Visual Representations Jinkun Cao Jiangmiao Pang Kris M. Kitani OCL 44 0 0 24 Feb 2024
Towards Category Unification of 3D Single Object Tracking on Point Clouds Jiahao Nie Zhiwei He Xudong Lv Xueyi Zhou Dong-Kyu Chae Fei Xie 3DPC 41 10 0 20 Jan 2024
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
Adaptive Human Trajectory Prediction via Latent Corridors Neerja Thakkar K. Mangalam Andrea V. Bajcsy Jitendra Malik 20 4 0 11 Dec 2023
SkeleTR: Towrads Skeleton-based Action Recognition in the Wild Haodong Duan Mingze Xu Bing Shuai Davide Modolo Zhuowen Tu Joseph Tighe Alessandro Bergamo ViT 32 1 0 20 Sep 2023
OccluTrack: Rethinking Awareness of Occlusion for Enhancing Multiple Pedestrian Tracking Jianjun Gao Yi Wang Kim-Hui Yap Kratika Garg Bo Han 81 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 31 6 0 09 Sep 2023
The detection and rectification for identity-switch based on unfalsified control Ju Huang Xiaoqi He Shenghu Zhao VOT 45 2 0 27 Jul 2023
ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection D. Reshetova Guanhang Wu Marcel Puyat Chunhui Gu Huizhong Chen ViT 21 0 0 21 Jul 2023
EgoHumans: An Egocentric 3D Multi-Human Benchmark Rawal Khirodkar Aayush Bansal Lingni Ma Richard A. Newcombe Minh Vo Kris M. Kitani EgoV 24 34 0 25 May 2023
Type-to-Track: Retrieve Any Object via Prompt-based Tracking Pha Nguyen Kha Gia Quach Kris M. Kitani Khoa Luu 39 18 0 22 May 2023
A Feasibility Study on Indoor Localization and Multi-person Tracking Using Sparsely Distributed Camera Network with Edge Computing Hyeokhyen Kwon Chaitra Hedge Y. Kiarashi Venkata Siva Krishna Madala Ratan Singh ... C. Zimring Matthew Doiron Amy D. Rodriguez Allan I. Levey Gari D. Clifford 25 8 0 08 May 2023
Development of a Realistic Crowd Simulation Environment for Fine-grained Validation of People Tracking Methods P. Foszner Agnieszka Szczęsna Luca Ciampi Nicola Messina Adam Cygan Bartosz Bizoń M. Cogiel Dominik Golba E. Macioszek M. Staniszewski 18 5 0 26 Apr 2023
The Impact of Frame-Dropping on Performance and Energy Consumption for Multi-Object Tracking M. Henning M. Buchholz Klaus C. J. Dietmayer 11 1 0 17 Apr 2023
A Scale-Invariant Trajectory Simplification Method for Efficient Data Collection in Videos Yang Liu L. G. Hafemann 29 2 0 03 Apr 2023
Semi-Automated Computer Vision based Tracking of Multiple Industrial Entities -- A Framework and Dataset Creation Approach Jérôme Rutinowski Hazem Youssef Sven Franke Irfan Fachrudin Priyanta Frederik Polachowski Moritz Roidl Christopher Reining 22 6 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 29 20 0 27 Mar 2023
Toward Artificial Empathy for Human-Centered Design: A Framework Qihao Zhu Jianxi Luo 25 16 0 19 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 19 72 0 18 Mar 2023
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection C. Nwoye Tong Yu Saurav Sharma Aditya Murali Deepak Alapatt ... Pietro Mascagni B. Seeliger Cristians Gonzalez Didier Mutter N. Padoy 30 17 0 13 Feb 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann ObjD 33 4 0 13 Jan 2023
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things Armin Danesh Pazho Christopher Neff Ghazal Alinezhad Noghre B. R. Ardabili S. Yao Mohammadreza Baharani Hamed Tabkhi 11 36 0 09 Jan 2023
Multiple Object Tracking Challenge Technical Report for Team MT_IoT Feng Yan Zhiheng Li Weihua Luo Zequn Jie Fan Liang Xiaolin K. Wei Lin Ma VOT 22 5 0 07 Dec 2022
Neural Cell Video Synthesis via Optical-Flow Diffusion Manuel Serna-Aguilera Khoa Luu Nathaniel Harris Min Zou DiffM VGen 23 1 0 06 Dec 2022
Unifying Short and Long-Term Tracking with Graph Hierarchies Orcun Cetintas Guillem Brasó Laura Leal-Taixé VOT 27 53 0 06 Dec 2022
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation En Yu Songtao Liu Zhuoling Li Jinrong Yang Zeming Li Shoudong Han Wenbing Tao 23 12 0 03 Dec 2022
Object Permanence in Object Detection Leveraging Temporal Priors at Inference Time Michael Fürst Priyash Bhugra René Schuster D. Stricker ObjD 25 0 0 28 Nov 2022
Robust Online Video Instance Segmentation with Track Queries Zitong Zhan Daniel McKee Svetlana Lazebnik 23 9 0 16 Nov 2022
SportsTrack: An Innovative Method for Tracking Athletes in Sports Scenes Jie Wang Yuzhou Peng Xiaodong Yang Ting-Chun Wang Yanming Zhang 20 10 0 14 Nov 2022
Large Scale Real-World Multi-Person Tracking Bing Shuai Alessandro Bergamo Uta Buechler Andrew G. Berneshawi Alyssa Boden Joseph Tighe 13 13 0 03 Nov 2022
End-to-end Tracking with a Multi-query Transformer Bruno Korbar Andrew Zisserman VOT 21 6 0 26 Oct 2022
Strong-TransCenter: Improved Multi-Object Tracking based on Transformers with Dense Representations Amit Galor Roy Orfaig B. Bobrovsky VOT 28 6 0 24 Oct 2022
Multiple Object Tracking in Recent Times: A Literature Review Mk Bashar Samia Islam Kashifa Kawaakib Hussain Md. Bakhtiar Hasan A. A. Ashikur Rahman M. H. Kabir VOT 38 23 0 11 Sep 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Justin Kay Peter Kulits Suzanne Stathatos Siqi Deng Erik Young Sara Beery Grant Van Horn Pietro Perona 19 26 0 19 Jul 2022
Multi-Object Tracking and Segmentation via Neural Message Passing Guillem Brasó Orcun Cetintas Laura Leal-Taixe VOT 21 21 0 15 Jul 2022
Tracking Objects as Pixel-wise Distributions Zelin Zhao Ze Wu Yueqing Zhuang Boxun Li Jiaya Jia VOT 26 54 0 12 Jul 2022
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 30 48 0 09 Jun 2022