Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking

10 April 2017

Laura Leal-Taixé

Konrad Schindler

Papers citing "Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking"

44 / 44 papers shown

Title
Spb3DTracker: A Robust LiDAR-Based Person Tracker for Noisy Environment Eunsoo Im Changhyun Jee Jung Kwon Lee 237 2 0 12 Aug 2024
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 164 0 0 22 Oct 2023
Tracking by Associating ClipsEuropean Conference on Computer Vision (ECCV), 2022 Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VOT 133 9 0 20 Dec 2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object DetectionEuropean Conference on Computer Vision (ECCV), 2022 Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 142 7 0 20 Dec 2022
Context-Aware Streaming Perception in Dynamic EnvironmentsEuropean Conference on Computer Vision (ECCV), 2022 Gur-Eyal Sela Ionel Gog J. Wong Kumar Krishna Agrawal Xiangxi Mo ... Eric Leong Xin Wang Bharathan Balaji Joseph E. Gonzalez Ion Stoica 191 12 0 16 Aug 2022
MOTCOM: The Multi-Object Tracking Dataset Complexity MetricEuropean Conference on Computer Vision (ECCV), 2022 Malte Pedersen Joakim Bruslund Haurum Patrick Dendorfer T. Moeslund VOT 138 2 0 20 Jul 2022
Does Video Compression Impact Tracking Accuracy?International Symposium on Circuits and Systems (ISCAS), 2022 Takehiro Tanaka Alon Harell Ivan V. Bajić 243 7 0 02 Feb 2022
Adaptive Affinity for Associations in Multi-Target Multi-Camera Tracking Yunzhong Hou Zhongdao Wang Shengjin Wang Liang Zheng 224 3 0 14 Dec 2021
Marine Bubble Flow Quantification Using Wide-Baseline Stereo Photogrammetry M. She T. Weiß Yifan Song P. Urban J. Greinert Kevin Koser 161 18 0 14 Dec 2021
Persistent Animal Identification Leveraging Non-Visual Markers Michael P. J. Camilleri Li Zhang R. Bains Andrew Zisserman Christopher K. I. Williams 308 5 0 13 Dec 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Dongfang Liu Yiming Cui Wenbo Tan Yingjie Chen 222 134 0 18 Mar 2021
Learning a Proposal Classifier for Multiple Object TrackingComputer Vision and Pattern Recognition (CVPR), 2021 Peng Dai Renliang Weng Wongun Choi Changshui Zhang Zhangping He Wei Ding VOT 276 102 0 14 Mar 2021
The SpaceNet Multi-Temporal Urban Development ChallengeNeural Information Processing Systems (NeurIPS), 2021 A. V. Etten Daniel Hogan 142 19 0 23 Feb 2021
RGB-D Railway Platform Monitoring and Scene Understanding for Enhanced Passenger Safety M. Wallner Daniel Steininger Verena Widhalm Matthias Schorghuber Csaba Beleznai 167 6 0 23 Feb 2021
The Multi-Temporal Urban Development SpaceNet DatasetComputer Vision and Pattern Recognition (CVPR), 2021 A. V. Etten Daniel Hogan J. Martinez-Manso Jacob Shermeyer N. Weir Ryan Lewis 118 88 0 08 Feb 2021
Online Clustering-based Multi-Camera Vehicle Tracking in Scenarios with overlapping FOVsMultimedia tools and applications (MTA), 2021 Elena Luna Juan C. Sanmiguel Jose M. Martínez Marcos Escudero-Viñolo 86 25 0 08 Feb 2021
A two-stage data association approach for 3D Multi-object TrackingItalian National Conference on Sensors (INS), 2021 Minh-Quan Dao Vincent Frémont 3DPC VOT 95 18 0 21 Jan 2021
Self-Supervised Small Soccer Player Detection and Tracking Samuel Hurault C. Ballester G. Haro 187 43 0 20 Nov 2020
Video Big Data Analytics in the Cloud: A Reference Architecture, Survey, Opportunities, and Open Research IssuesIEEE Access (IEEE Access), 2020 A. Alam I. Ullah Young-Koo Lee 175 29 0 16 Nov 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object TrackingInternational Journal of Computer Vision (IJCV), 2020 Jonathon Luiten Aljosa Osep Patrick Dendorfer Juil Sock Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 224 1,109 0 16 Sep 2020
How Trustworthy are Performance Evaluations for Basic Vision Tasks?IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Tran Thien Dat Nguyen H. Rezatofighi B. Vo B. Vo Silvio Savarese Ian Reid XAI 204 28 0 08 Aug 2020
Leveraging Stereo-Camera Data for Real-Time Dynamic Obstacle Detection and Tracking Thomas Eppenberger Gianluca Cesari Marcin Dymczyk Roland Siegwart Renaud Dubé 255 52 0 21 Jul 2020
Learning to associate detections for real-time multiple object tracking Michel C. Meneses L. Matos Bruno O. Prado André C. P. L. F. de Carvalho Hendrik T. Macedo VOT 262 6 0 12 Jul 2020
Quasi-Dense Similarity Learning for Multiple Object TrackingComputer Vision and Pattern Recognition (CVPR), 2020 Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 568 435 0 11 Jun 2020
Joint Detection and Tracking in Videos with Identification Features Bharti Munjal Abdul Rafey Aftab S. Amin Meltem Brandlmaier Federico Tombari Fabio Galasso VOT 172 15 0 21 May 2020
ArTIST: Autoregressive Trajectory Inpainting and Scoring for Tracking F. Saleh M. S. Aliakbarian Mathieu Salzmann Stephen Gould DiffM VOT 159 13 0 16 Apr 2020
Tracking Objects as PointsEuropean Conference on Computer Vision (ECCV), 2020 Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 364 1,099 0 02 Apr 2020
Pedestrian Models for Autonomous Driving Part I: Low-Level Models, from Sensing to Tracking F. Camara Nicola Bellotto S. Coşar Dimitris Nathanael Matthias Althoff Jingyuan Wu Johannes Ruenz A. Dietrich Charles W. Fox 130 78 0 26 Feb 2020
UnOVOST: Unsupervised Offline Video Object Segmentation and TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Jonathon Luiten Idil Esen Zulfikar Bastian Leibe VOS 265 65 0 15 Jan 2020
Locality Aware Appearance Metric for Multi-Target Multi-Camera Tracking Yunzhong Hou Liang Zheng Zhongdao Wang Shengjin Wang VOT 125 28 0 27 Nov 2019
Efficient Global Multi-object Tracking Under Minimum-cost Circulation FrameworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Congchao Wang Yizhi Wang Guoqiang Yu 109 7 0 02 Nov 2019
Real-Time Multi-Diver Tracking and Re-identification for Underwater Human-Robot CollaborationIEEE International Conference on Robotics and Automation (ICRA), 2019 Karin de Langis Junaed Sattar VOT 107 17 0 21 Oct 2019
Deep Learning in Video Multi-Object Tracking: A Survey Gioele Ciaparrone Francisco Luque Sánchez Siham Tabik L. Troiano R. Tagliaferri Francisco Herrera VOT 301 622 0 18 Jul 2019
Spatial-Temporal Relation Networks for Multi-Object Tracking Jiarui Xu Yue Cao Zheng Zhang Han Hu VOT 313 255 0 25 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 382 986 0 13 Mar 2019
MOTS: Multi-Object Tracking and SegmentationComputer Vision and Pattern Recognition (CVPR), 2019 P. Voigtlaender Michael Krause Aljosa Osep Jonathon Luiten Berin Balachandar Gnana Sekar Andreas Geiger Bastian Leibe VOT 221 628 0 10 Feb 2019
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review Juan J. Cerrolaza M. L. Picazo L. Humbert Yoshinobu Sato Daniel Rueckert M. A. G. Ballester M. Linguraru AI4CE 137 75 0 20 Dec 2018
Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends Mustansar Fiaz Arif Mahmood S. Javed Soon Ki Jung 178 9 0 06 Dec 2018
Features for Multi-Target Multi-Camera Tracking and Re-Identification Ergys Ristani Carlo Tomasi VOT 229 538 0 28 Mar 2018
Machine Learning Methods for Data Association in Multi-Object Tracking Patrick Emami P. Pardalos L. Elefteriadou Sanjay Ranka VOT 209 40 0 19 Feb 2018
Tracking Noisy Targets: A Review of Recent Object Tracking Approaches Mustansar Fiaz Arif Mahmood Soon Ki Jung AAML 201 52 0 09 Feb 2018
Multi-Target, Multi-Camera Tracking by Hierarchical Clustering: Recent Progress on DukeMTMC ProjectComputer Vision and Pattern Recognition (CVPR), 2017 Zhimeng Zhang Jianan Wu Xuan Zhang Fangqiu Yi 121 84 0 27 Dec 2017
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 205 198 0 18 Dec 2017
Memory Based Online Learning of Deep Representations from Video Streams F. Pernici F. Bartoli Matteo Bruni Marco Bertini CVBM 106 31 0 17 Nov 2017