Tracking without Label: Unsupervised Multiple Object Tracking via Contrastive Similarity Learning

2 September 2023

Shan Gao

Papers citing "Tracking without Label: Unsupervised Multiple Object Tracking via Contrastive Similarity Learning"

27 / 27 papers shown

Title
Towards Discriminative Representation: Multi-view Trajectory Contrastive Learning for Online Multi-object Tracking En Yu Zhuoling Li Shoudong Han 82 44 0 27 Mar 2022
Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation Qiankun Liu Dongdong Chen Qi Chu Lu Yuan B. Liu Lei Zhang Nenghai Yu VOT 57 86 0 04 Jan 2022
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 142 4,090 0 18 Jul 2021
Cluster Contrast for Unsupervised Person Re-Identification Zuozhuo Dai Guangyuan Wang Weihao Yuan Xiaoli Liu Siyu Zhu P. Tan 58 215 0 22 Mar 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 269 774 0 07 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 312 583 0 31 Dec 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 70 283 0 23 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 82 917 0 16 Sep 2020
CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions Zhongdao Wang Jingwei Zhang Liang Zheng Yixuan Liu Yifan Sun Yali Li Shengjin Wang 43 94 0 15 Jul 2020
Space-Time Correspondence as a Contrastive Random Walk Allan Jabri Andrew Owens Alexei A. Efros SSL OT 88 302 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 145 372 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 47 237 0 10 Jun 2020
Simple Unsupervised Multi-Object Tracking Shyamgopal Karthik Ameya Prabhu Vineet Gandhi VOT 75 80 0 04 Jun 2020
Unsupervised Person Re-identification via Multi-label Classification Dongkai Wang Shiliang Zhang 79 364 0 20 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 104 1,345 0 04 Apr 2020
Learning a Neural Solver for Multiple Object Tracking Guillem Brasó Laura Leal-Taixé VOT 83 401 0 16 Dec 2019
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 310 877 0 27 Sep 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 110 3,260 0 16 Apr 2019
Unsupervised Deep Tracking Ning Wang Yibing Song Chao Ma Wen-gang Zhou Wen Liu Houqiang Li 89 332 0 03 Apr 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 83 491 0 18 Mar 2019
Deep Affinity Network for Multiple Object Tracking Shijie Sun Naveed Akhtar Huansheng Song Ajmal Mian M. Shah VOT 48 330 0 28 Oct 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 281 687 0 30 Apr 2018
Recurrent Autoregressive Networks for Online Multi-Object Tracking Kuan Fang Yu Xiang Xiaocheng Li Silvio Savarese VOT 68 244 0 07 Nov 2017
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 146 1,332 0 20 Jul 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 400 3,533 0 21 Mar 2017
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 84 3,102 0 02 Feb 2016
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking Laura Leal-Taixé Anton Milan Ian Reid Stefan Roth Konrad Schindler VOT 74 816 0 08 Apr 2015