An Approximate Dynamic Programming Framework for Occlusion-Robust Multi-Object Tracking

24 May 2024

Papers citing "An Approximate Dynamic Programming Framework for Occlusion-Robust Multi-Object Tracking"

33 / 33 papers shown

Title
On-line Policy Improvement using Monte-Carlo Search Gerald Tesauro Gregory R. Galperin 137 270 0 09 Jan 2025
Most Likely Sequence Generation for $n$ -Grams, Transformers, HMMs, and Markov Chains, by Using Rollout Algorithms Yuchao Li Dimitri P. Bertsekas 28 2 0 19 Mar 2024
Distributed Online Rollout for Multivehicle Routing in Unmapped Environments Jamison Weber Dhanush Giriyan Devendra Parkar Dimitri Bertsekas Andréa W. Richa 29 2 0 24 May 2023
Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space Fan Yang S. Odashima S. Masui Shan Jiang VOT 57 94 0 24 Nov 2022
Tracking Objects as Pixel-wise Distributions Zelin Zhao Ze Wu Yueqing Zhuang Boxun Li Jiaya Jia VOT 90 55 0 12 Jul 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Zhuowen Tu Stefano Soatto VOT 92 157 0 31 Mar 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris Kitani VOT 118 494 0 27 Mar 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 82 570 0 28 Feb 2022
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 156 4,103 0 18 Jul 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 82 150 0 08 Apr 2021
Online Multiple Object Tracking with Cross-Task Synergy Song Guo Jingya Wang Xinchao Wang Dacheng Tao VOT 70 60 0 01 Apr 2021
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform Zishen Wan Yuyang Zhang A. Raychowdhury Bo Yu Haibin Ling Shaoshan Liu 95 17 0 01 Apr 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 274 774 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 312 585 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 88 284 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 82 918 0 16 Sep 2020
SoDA: Multi-Object Tracking with Soft Data Association Wei-Chih Hung Henrik Kretzschmar Nayeon Lee Yuning Chai Ruichi Yu Ming-Hsuan Yang Drago Anguelov VOT 82 16 0 18 Aug 2020
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 152 373 0 11 Jun 2020
FastReID: A Pytorch Toolbox for General Instance Re-identification Lingxiao He Xingyu Liao Wu Liu Xinchen Liu Peng Cheng Tao Mei 82 315 0 04 Jun 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 127 1,346 0 04 Apr 2020
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking Junbo Yin Wenguan Wang Qinghao Meng Ruigang Yang Jianbing Shen VOT 71 85 0 25 Mar 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 310 877 0 27 Sep 2019
Spatial-Temporal Relation Networks for Multi-Object Tracking Jiarui Xu Yue Cao Zheng Zhang Han Hu VOT 122 238 0 25 Apr 2019
Online Multi-Object Tracking with Dual Matching Attention Networks Ji Zhu Hua Yang Nian Liu Minyoung Kim Wenjun Zhang Ming-Hsuan Yang VOT 71 347 0 02 Feb 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
Recurrent Autoregressive Networks for Online Multi-Object Tracking Kuan Fang Yu Xiang Xiaocheng Li Silvio Savarese VOT 74 244 0 07 Nov 2017
Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism Qi Chu Wanli Ouyang Hongsheng Li Xiaogang Wang Bin Liu Nenghai Yu VOT 63 347 0 09 Aug 2017
A Hybrid Data Association Framework for Robust Online Multi-Object Tracking Min Yang Yuwei Wu Yunde Jia VOT 67 57 0 31 Mar 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 400 3,544 0 21 Mar 2017
POI: Multiple Object Tracking with High Performance Detection and Appearance Feature F. Yu Wenbo Li Quanquan Li Yu Liu Xiaohua Shi Junjie Yan VOT 62 435 0 19 Oct 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 53 427 0 26 Apr 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 149 1,808 0 02 Mar 2016
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 86 3,104 0 02 Feb 2016