MOT16: A Benchmark for Multi-Object Tracking

2 March 2016

Laura Leal-Taixe

Konrad Schindler

Papers citing "MOT16: A Benchmark for Multi-Object Tracking"

50 / 639 papers shown

Title
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Mingli Song Jenq-Neng Hwang VOT 56 15 0 22 May 2022
TDT: Teaching Detectors to Track without Fully Annotated Videos Shuzhi Yu Guanhang Wu Chunhui Gu Mohammed E. Fathy 25 5 0 11 May 2022
Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker Jeongseok Hyun Myunggu Kang Dongyoon Wee Dit-Yan Yeung VOT 18 37 0 02 May 2022
AnimalTrack: A Benchmark for Multi-Animal Tracking in the Wild Libo Zhang Junyuan Gao Zhen Xiao Heng Fan VOT 14 32 0 30 Apr 2022
Improving tracking with a tracklet associator Rémi Nahon Guillaume-Alexandre Bilodeau G. Pesant VOT 15 0 0 22 Apr 2022
Following Closely: A Robust Monocular Person Following System for Mobile Robot Hanjing Ye Jieting Zhao Yaling Pan Weinan Chen Hong Zhang 11 0 0 22 Apr 2022
Towards PAC Multi-Object Detection and Tracking Shuo Li Sangdon Park Xiayan Ji Insup Lee Osbert Bastani 19 7 0 15 Apr 2022
FasterVideo: Efficient Online Joint Object Detection And Tracking Issa Mouawad Francesca Odone VOT 24 4 0 15 Apr 2022
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos A. Cioppa Silvio Giancola A. Deliège Le Kang Xin Zhou Zhiyu Cheng Bernard Ghanem Marc Van Droogenbroeck 39 75 0 14 Apr 2022
Efficient tracking of team sport players with few game-specific annotations Adrien Maglo Astrid Orcesi Q. C. Pham 23 25 0 08 Apr 2022
Real-time Online Multi-Object Tracking in Compressed Domain Qiankun Liu B. Liu Yue Wu Weihai Li Nenghai Yu VOT 24 44 0 05 Apr 2022
Exploiting Temporal Relations on Radar Perception for Autonomous Driving Peizhao Li Puzuo Wang K. Berntorp Hongfu Liu 21 43 0 03 Apr 2022
A Free Lunch to Person Re-identification: Learning from Automatically Generated Noisy Tracklets Hehan Teng Tao He Yuchen Guo Zhenhua Guo Guiguang Ding VOT 11 3 0 02 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
Learning of Global Objective for Network Flow in Multi-Object Tracking Shuaiyang Li Yu Kong Hamid Rezatofighi VOT 25 20 0 30 Mar 2022
Global Tracking via Ensemble of Local Trackers Zikun Zhou Jianqiu Chen Wenjie Pei Kaige Mao Hongpeng Wang Zhenyu He 15 31 0 30 Mar 2022
Unified Transformer Tracker for Object Tracking Fan Ma Mike Zheng Shou Linchao Zhu Haoqi Fan Yilei Xu Yi Yang Zhicheng Yan VOT 27 79 0 29 Mar 2022
3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos Vikram Gupta Trisha Mittal Puneet Mathur Vaibhav Mishra Mayank Maheshwari Aniket Bera Debdoot Mukherjee Dinesh Manocha VGen 21 11 0 28 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 41 44 0 27 Mar 2022
Global Tracking Transformers Xingyi Zhou Tianwei Yin V. Koltun Philipp Krahenbuhl VOT 24 133 0 24 Mar 2022
NeuMan: Neural Human Radiance Field from a Single Video Wei Jiang K. M. Yi Golnoosh Samei Oncel Tuzel Anurag Ranjan 3DH 17 214 0 23 Mar 2022
3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention M. Büchner Abhinav Valada 3DPC VOT 13 24 0 21 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 46 5 0 21 Mar 2022
VariabilityTrack:Multi-Object Tracking with Variable Speed Object Movement Run Luo Ji Wei Qiao Lin VOT 30 1 0 12 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
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 35 537 0 28 Feb 2022
Adiabatic Quantum Computing for Multi Object Tracking Jan-Nico Zaech Alexander Liniger Martin Danelljan Dengxin Dai Luc Van Gool VOT 29 30 0 17 Feb 2022
Real-Time Siamese Multiple Object Tracker with Enhanced Proposals Lorenzo Vaquero V. Brea M. Mucientes VOT 19 0 0 10 Feb 2022
A Coding Framework and Benchmark towards Compressed Video Understanding Yuan Tian Guo Lu Yichao Yan Guangtao Zhai L. Chen Zhiyong Gao 33 21 0 06 Feb 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
Does Video Compression Impact Tracking Accuracy? Takehiro Tanaka Alon Harell Ivan V. Bajić 29 7 0 02 Feb 2022
STURE: Spatial-Temporal Mutual Representation Learning for Robust Data Association in Online Multi-Object Tracking Haidong Wang Zhiyong Li Yaping Li Ke Nai Ming Wen VOT 23 7 0 18 Jan 2022
GLAN: A Graph-based Linear Assignment Network He Liu Tao Wang Congyan Lang Songhe Feng Yi Jin Yidong Li 21 5 0 05 Jan 2022
PatchTrack: Multiple Object Tracking Using Frame Patches Sherry X Chen Seyed Mehdi Iranmanesh Kuo-Chin Lien VOT 29 13 0 01 Jan 2022
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions Shahin Atakishiyev Mohammad Salameh Hengshuai Yao Randy Goebel 27 128 0 21 Dec 2021
Reliable Multi-Object Tracking in the Presence of Unreliable Detections Travis Mandel Mark Jimenez Emily Risley Taishi Nammoto Rebekka Williams Max Panoff Meynard Ballesteros Bobbie Suarez VOT 19 2 0 15 Dec 2021
Adaptive Affinity for Associations in Multi-Target Multi-Camera Tracking Yunzhong Hou Zhongdao Wang Shengjin Wang Liang Zheng 14 3 0 14 Dec 2021
Holistic Interpretation of Public Scenes Using Computer Vision and Temporal Graphs to Identify Social Distancing Violations Gihan Chanaka Jayatilaka Jameel Hassan Suren Sritharan J. B. Senanayaka H. Weligampola R. Godaliyadda Parakrama B. Ekanayake V. Herath Janaka Ekanayake S. Dharmaratne 13 6 0 13 Dec 2021
MIXER: A Principled Framework for Multimodal, Multiway Data Association Parker C. Lusk Ronak Roy Kaveh Fathian Jonathan P. How 16 0 0 29 Nov 2021
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
Tracklet-Switch Adversarial Attack against Pedestrian Multi-Object Tracking Trackers Delv Lin Qi Chen Chengyu Zhou Kun He VOT AAML 28 1 0 17 Nov 2021
Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge J. Belongie Alan Yuille Philip H. S. Torr S. Bai VOS 27 6 0 15 Nov 2021
Self-Supervised Multi-Object Tracking with Cross-Input Consistency F. Bastani Songtao He Sam Madden SSL VOT 14 30 0 10 Nov 2021
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements Mai Nishimura S. Nobuhara Ko Nishino 43 3 0 09 Nov 2021
Multimotion Visual Odometry (MVO) Kevin M. Judd J. Gammell 15 9 0 28 Oct 2021
A time-weighted metric for sets of trajectories to assess multi-object tracking algorithms Á. F. García-Fernández Abu Sajana Rahmathullah Lennart Svensson 16 6 0 26 Oct 2021
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception Yiming Cui Zhiwen Cao Yixin Xie Xingyu Jiang Feng Tao Yingjie Chen Lin Li Dongfang Liu 10 24 0 15 Oct 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 107 1,330 0 13 Oct 2021