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Learnable Graph Matching: A Practical Paradigm for Data Association

27 March 2023

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Papers citing "Learnable Graph Matching: A Practical Paradigm for Data Association"

43 / 43 papers shown

Title
Learning of Global Objective for Network Flow in Multi-Object Tracking Shuaiyang Li Yu Kong Hamid Rezatofighi VOT 71 20 0 30 Mar 2022
Geometric Transformer for Fast and Robust Point Cloud Registration Zheng Qin Hao Yu Changjian Wang Yulan Guo Yuxing Peng Kaiping Xu ViT 3DPC 67 306 0 14 Feb 2022
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 142 4,097 0 18 Jul 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 71 518 0 07 May 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 82 149 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
Learning to Track with Object Permanence P. Tokmakov Jie Li Wolfram Burgard Adrien Gaidon VOT 89 206 0 26 Mar 2021
Track to Detect and Segment: An Online Multi-Object Tracker Jialian Wu Jiale Cao Liangchen Song Yu Wang Ming Yang Junsong Yuan VOT 74 319 0 16 Mar 2021
Learning a Proposal Classifier for Multiple Object Tracking Peng Dai Renliang Weng Wongun Choi Changshui Zhang Zhangping He Wei Ding VOT 64 89 0 14 Mar 2021
Robust Point Cloud Registration Framework Based on Deep Graph Matching Kexue Fu Shaolei Liu Xiaoyuan Luo Manning Wang 3DPC 44 210 0 07 Mar 2021
Discriminative Appearance Modeling with Multi-track Pooling for Real-time Multi-object Tracking Chanho Kim Fuxin Li Mazen Alotaibi James M. Rehg VOT 81 67 0 28 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
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking F. Saleh S. Aliakbarian Hamid Rezatofighi Mathieu Salzmann Stephen Gould VOT 65 74 0 03 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
GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization Ioannis Papakis Abhijit Sarkar Anuj Karpatne VOT 94 55 0 30 Sep 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
MAT: Motion-Aware Multi-Object Tracking Shoudong Han Piao Huang Hongwei Wang En Yu Donghaisheng Liu Xiaofeng Pan Jun Zhao VOT 72 132 0 10 Sep 2020
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking Jinlong Peng Changan Wang Fangbin Wan Yang Wu Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu VOT 62 314 0 29 Jul 2020
Lifted Disjoint Paths with Application in Multiple Object Tracking Andrea Hornáková Roberto Henschel Bodo Rosenhahn Paul Swoboda VOT 83 117 0 25 Jun 2020
DeeperGCN: All You Need to Train Deeper GCNs Guohao Li Chenxin Xiong Ali K. Thabet Guohao Li GNN 210 442 0 13 Jun 2020
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature Learning Xinshuo Weng Yongxin Wang Yunze Man Kris Kitani 3DPC VOT 80 218 0 12 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
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
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 77 1,062 0 02 Apr 2020
Learning a Neural Solver for Multiple Object Tracking Guillem Brasó Laura Leal-Taixé VOT 83 401 0 16 Dec 2019
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 124 1,947 0 26 Nov 2019
PRNet: Self-Supervised Learning for Partial-to-Partial Registration Yue Wang Justin Solomon SSL 3DPC 128 386 0 27 Oct 2019
Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking Xiaolong Jiang Peizhao Li Yanjing Li Xiantong Zhen VOT 62 33 0 11 Jul 2019
How To Train Your Deep Multi-Object Tracker Yihong Xu Aljosa Osep Yutong Ban Radu Horaud Laura Leal-Taixe Xavier Alameda-Pineda VOT 94 192 0 15 Jun 2019
Learning Combinatorial Embedding Networks for Deep Graph Matching Runzhong Wang Junchi Yan Xiaokang Yang 48 238 0 01 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 118 911 0 13 Mar 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
Learning to Find Good Correspondences K. M. Yi Eduard Trulls Y. Ono Vincent Lepetit Mathieu Salzmann Pascal Fua 3DV 67 480 0 16 Nov 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 400 3,542 0 21 Mar 2017
OptNet: Differentiable Optimization as a Layer in Neural Networks Brandon Amos J. Zico Kolter 163 971 0 01 Mar 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 481 4,077 0 14 Feb 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 480 22,134 0 09 Dec 2016
Multi-Person Tracking by Multicut and Deep Matching Siyu Tang Bjoern Andres Mykhaylo Andriluka Bernt Schiele 61 207 0 17 Aug 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 53 427 0 26 Apr 2016
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 86 3,102 0 02 Feb 2016