Towards Discriminative Representation: Multi-view Trajectory Contrastive Learning for Online Multi-object Tracking

27 March 2022

Papers citing "Towards Discriminative Representation: Multi-view Trajectory Contrastive Learning for Online Multi-object Tracking"

36 / 36 papers shown

Title
OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer Jinyang Li En Yu Sijia Chen Wenbing Tao 52 1 0 13 Mar 2025
IP-MOT: Instance Prompt Learning for Cross-Domain Multi-Object Tracking Run Luo Zikai Song Longze Chen Yunshui Li Min Yang Wei-Guo Yang 33 0 0 30 Oct 2024
FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking Rongzihan Song Zhenyu Weng Huiping Zhuang Jinchang Ren Yongming Chen Zhiping Lin VOT 26 0 0 12 Sep 2024
Towards Generalizable Multi-Object Tracking Zheng Qin Le Wang Sanpin Zhou Panpan Fu Gang Hua Wei Tang 40 6 0 01 Jun 2024
Self-Supervised Multi-Object Tracking with Path Consistency Zijia Lu Bing Shuai Yanbei Chen Zhenlin Xu Davide Modolo VOT 31 9 0 08 Apr 2024
Representation Alignment Contrastive Regularization for Multi-Object Tracking Zhonglin Liu Shujie Chen Jianfeng Dong Xun Wang Di Zhou VOT 22 1 0 03 Apr 2024
Neural Multimodal Topic Modeling: A Comprehensive Evaluation Felipe González-Pizarro Giuseppe Carenini VGen 21 1 0 26 Mar 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking Sijia Chen En Yu Jinyang Li Wenbing Tao DiffM 33 12 0 07 Mar 2024
EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving Jiacheng Lin Jiajun Chen Kunyu Peng Xuan He Zhiyong Li Rainer Stiefelhagen Kailun Yang 48 6 0 28 Feb 2024
Single-Shot and Multi-Shot Feature Learning for Multi-Object Tracking Yizhe Li Sanping Zhou Zheng Qin Le Wang Jinjun Wang Nanning Zheng 27 1 0 17 Nov 2023
Contrastive Learning for Multi-Object Tracking with Transformers Pierre-François De Plaen N. Marinello M. Proesmans Tinne Tuytelaars Luc Van Gool VOT 22 5 0 14 Nov 2023
Tracking without Label: Unsupervised Multiple Object Tracking via Contrastive Similarity Learning Sha Meng Dian Shao Jiacheng Guo Shan Gao VOT SSL 6 7 0 02 Sep 2023
Collaborative Tracking Learning for Frame-Rate-Insensitive Multi-Object Tracking Yiheng Liu Junta Wu Yi Fu VOT 17 6 0 11 Aug 2023
Uncertainty-aware Unsupervised Multi-Object Tracking Kai Liu Sheng Jin Zhihang Fu Ze Chen Rongxin Jiang Jieping Ye VOT MQ 20 8 0 28 Jul 2023
CTVIS: Consistent Training for Online Video Instance Segmentation Kaining Ying Qing Zhong Wei Mao Zhenhua Wang Hao Chen Lin Yuanbo Wu Yifan Liu Chengxiang Fan Yunzhi Zhuge Chunhua Shen 13 36 0 24 Jul 2023
FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude Feng Liu Ryan C Ashbaugh Nicholas Chimitt Najmul Hassan Ali Hassani ... Arun Ross Humphrey Shi Zhangyang Wang Anil Jain Xiaoming Liu CVBM 13 15 0 29 Jun 2023
MOTRv3: Release-Fetch Supervision for End-to-End Multi-Object Tracking En Yu Tiancai Wang Zhuoling Li Yuang Zhang Xiangyu Zhang Wenbing Tao VOT 21 27 0 23 May 2023
Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads Yu Zhang Hua-Luen Chen Wei Bao Zhongzheng Lai Zao Zhang Dong Yuan VOT 18 4 0 16 Apr 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
Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang X. Gu Chengli Tan Shuang Xu Yulun Zhang Radu Timofte Luc Van Gool 11 29 0 15 Mar 2023
MetaViewer: Towards A Unified Multi-View Representation Ren Wang Haoliang Sun Yuling Ma Xiaoming Xi Yilong Yin 40 9 0 11 Mar 2023
Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation Hao Ren Shoudong Han Huilin Ding Ziwen Zhang Hongwei Wang Faquan Wang VOT 24 32 0 28 Feb 2023
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 18 12 0 03 Dec 2022
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold Can Yaras Peng Wang Zhihui Zhu Laura Balzano Qing Qu 15 40 0 19 Sep 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 27 23 0 11 Sep 2022
Quality Matters: Embracing Quality Clues for Robust 3D Multi-Object Tracking Jinrong Yang En Yu Zeming Li Xiaoping Li Wenbing Tao VOT 16 16 0 23 Aug 2022
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 28 48 0 09 Jun 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Mingli Song Jenq-Neng Hwang VOT 49 15 0 22 May 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Instance Localization for Self-supervised Detection Pretraining Ceyuan Yang Zhirong Wu Bolei Zhou Stephen Lin ViT SSL 95 144 0 16 Feb 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi-Xin Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 241 555 0 31 Dec 2020
MOT20: A benchmark for multi object tracking in crowded scenes Patrick Dendorfer Hamid Rezatofighi Anton Milan Javen Qinfeng Shi Daniel Cremers Ian Reid Stefan Roth Konrad Schindler Laura Leal-Taixé VOT 163 620 0 19 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 244 844 0 27 Sep 2019
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian-jun Sun 211 670 0 30 Apr 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 223 3,407 0 21 Mar 2017