Multi-Person Tracking by Multicut and Deep Matching

17 August 2016

Siyu Tang

Bjoern Andres

Mykhaylo Andriluka

Bernt Schiele

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Papers citing "Multi-Person Tracking by Multicut and Deep Matching"

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Title
I Spy With My Little Eye: A Minimum Cost Multicut Investigation of Dataset Frames Katharina Prasse Isaac Bravo Stefanie Walter M. Keuper 74 1 0 02 Dec 2024
MapTrack: Tracking in the Map Fei Wang Ruohui Zhang Chenglin Chen Min Yang Yun Bai VOT 37 0 0 20 Feb 2024
ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking Cheng-Che Cheng Mingfei Qiu Chen-Kuo Chiang S. Lai VOT 34 20 0 25 Aug 2023
Learnable Graph Matching: A Practical Paradigm for Data Association Jiawei He Zehao Huang Naiyan Wang Zhaoxiang Zhang 42 2 0 27 Mar 2023
Spatio-Temporal Point Process for Multiple Object Tracking Tao Wang Kean Chen Weiyao Lin John See Zenghui Zhang Qian Xu Xiaoshuo Jia VOT 21 23 0 05 Feb 2023
Towards Frame Rate Agnostic Multi-Object Tracking Weitao Feng Lei Bai Yongqiang Yao F. Yu Wanli Ouyang VOT 45 10 0 23 Sep 2022
Four Algorithms for Correlation Clustering: A Survey Jafar Jafarov 37 0 0 24 Aug 2022
Transformer-based assignment decision network for multiple object tracking Athena Psalta Vasileios Tsironis K. Karantzalos VOT 76 9 0 06 Aug 2022
Towards PAC Multi-Object Detection and Tracking Shuo Li Sangdon Park Xiayan Ji Insup Lee Osbert Bastani 27 7 0 15 Apr 2022
Learning of Global Objective for Network Flow in Multi-Object Tracking Shuaiyang Li Yu Kong Hamid Rezatofighi VOT 30 20 0 30 Mar 2022
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking D. M. Nguyen Roberto Henschel Bodo Rosenhahn Daniel Sonntag Paul Swoboda VOT 27 33 0 23 Nov 2021
SimpleTrack: Understanding and Rethinking 3D Multi-object Tracking Ziqi Pang Zhichao Li Naiyan Wang VOT 29 138 0 18 Nov 2021
Using Keypoint Matching and Interactive Self Attention Network to verify Retail POSMs Harshita Seth Sonaal Kant Muktabh Mayank Srivastava 29 1 0 07 Oct 2021
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths Andrea Hornáková Timo Kaiser Paul Swoboda Michal Rolínek Bodo Rosenhahn Roberto Henschel VOT 40 37 0 24 Aug 2021
Two is a crowd: tracking relations in videos A. Moskalev Ivan Sosnovik A. Smeulders VOT 25 1 0 11 Aug 2021
Local Correlation Clustering with Asymmetric Classification Errors Jafar Jafarov Sanchit Kalhan K. Makarychev Yury Makarychev 14 13 0 11 Aug 2021
Correlation Clustering with Asymmetric Classification Errors Jafar Jafarov Sanchit Kalhan K. Makarychev Yury Makarychev 8 15 0 11 Aug 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 21 17 0 01 Apr 2021
Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking Jiawei He Zehao Huang Naiyan Wang Zhaoxiang Zhang VOT 54 92 0 30 Mar 2021
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Yihong Xu Yutong Ban Guillaume Delorme Chuang Gan Daniela Rus Xavier Alameda-Pineda VOT 31 92 0 28 Mar 2021
AutoSelect: Automatic and Dynamic Detection Selection for 3D Multi-Object Tracking Xinshuo Weng Kris Kitani 15 2 0 10 Dec 2020
Discovering Pattern Structure Using Differentiable Compositing P. Reddy Paul Guerrero Matthew Fisher Wilmot Li Miloy J. Mitra 24 28 0 17 Oct 2020
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Daniel Cremers Ian Reid Stefan Roth Laura Leal-Taixé VOT 19 262 0 15 Oct 2020
Traffic-Aware Multi-Camera Tracking of Vehicles Based on ReID and Camera Link Model Hung-Min Hsu Yizhou Wang Lei Li VOT 32 35 0 22 Aug 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 34 16 0 18 Aug 2020
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets Weihong Ren Xinchao Wang Jiandong Tian Yandong Tang Antoni B. Chan VOT 33 67 0 18 Jul 2020
End-to-End Multi-Object Tracking with Global Response Map Xingyu Wan Jiakai Cao Sanping Zhou Jinjun Wang VOT 21 0 0 13 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 44 5 0 12 Jul 2020
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches Kalun Ho J. Keuper Franz-Josef Pfreundt M. Keuper 19 10 0 06 Jul 2020
Enhancing the Association in Multi-Object Tracking via Neighbor Graph Tianyi Liang L. Lan Zhigang Luo VOT 24 17 0 01 Jul 2020
Lifted Disjoint Paths with Application in Multiple Object Tracking Andrea Hornáková Roberto Henschel Bodo Rosenhahn Paul Swoboda VOT 24 116 0 25 Jun 2020
Joint Object Detection and Multi-Object Tracking with Graph Neural Networks Yongxin Wang Kris Kitani Xinshuo Weng VOT 35 39 0 23 Jun 2020
Deep Multi-Shot Network for modelling Appearance Similarity in Multi-Person Tracking applications M. J. Gómez-Silva VOT 23 2 0 07 Apr 2020
RetinaTrack: Online Single Stage Joint Detection and Tracking Zhichao Lu V. Rathod Ronny Votel Jonathan Huang VOT 36 188 0 30 Mar 2020
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking Junbo Yin Wenguan Wang Qinghao Meng Ruigang Yang Jianbing Shen VOT 20 84 0 25 Mar 2020
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction Bingbin Liu Ehsan Adeli Zhangjie Cao Kuan-Hui Lee Abhijeet Shenoi Adrien Gaidon Juan Carlos Niebles 25 150 0 20 Feb 2020
Looking GLAMORous: Vehicle Re-Id in Heterogeneous Cameras Networks with Global and Local Attention Abhijit Suprem C. Pu 28 28 0 06 Feb 2020
Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts Kalun Ho J. Keuper M. Keuper VOT 29 10 0 04 Feb 2020
Learning a Neural Solver for Multiple Object Tracking Guillem Brasó Laura Leal-Taixé VOT 29 394 0 16 Dec 2019
Multiple Object Tracking with Motion and Appearance Cues Weiqiang Li Jiatong Mu Guizhong Liu VOT 29 23 0 01 Sep 2019
A fast multi-object tracking system using an object detector ensemble Richard Cobos J. Hernandez Andres G. Abad VOT 16 5 0 06 Aug 2019
Improving Social Awareness Through DANTE: A Deep Affinity Network for Clustering Conversational Interactants Mason Swofford John Peruzzi Nathan Tsoi Sydney Thompson Roberto Martín-Martín Silvio Savarese Marynel Vázquez GNN 29 8 0 24 Jul 2019
Deep Learning in Video Multi-Object Tracking: A Survey Gioele Ciaparrone Francisco Luque Sánchez Siham Tabik L. Troiano R. Tagliaferri Francisco Herrera VOT 31 568 0 18 Jul 2019
Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking Xiaolong Jiang Peizhao Li Yanjing Li Xiantong Zhen VOT 32 32 0 11 Jul 2019
State-aware Re-identification Feature for Multi-target Multi-camera Tracking Peng Li Jiabin Zhang Zheng Zhu Yanwei Li Luyue Jiang Guan Huang 25 35 0 04 Jun 2019
Spatial-Temporal Relation Networks for Multi-Object Tracking Jiarui Xu Yue Cao Zheng-Wei Zhang Han Hu VOT 63 238 0 25 Apr 2019
QATM: Quality-Aware Template Matching For Deep Learning Jiaxin Cheng Yue Wu Wael Abd-Almageed Premkumar Natarajan 6 55 0 18 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 24 347 0 02 Feb 2019
Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification Weitao Feng Zhihao Hu Wei Wu Junjie Yan Wanli Ouyang VOT 27 116 0 18 Jan 2019
Exploit the Connectivity: Multi-Object Tracking with TrackletNet Gaoang Wang Yizhou Wang Haotian Zhang Renshu Gu Lei Li VOT 41 186 0 18 Nov 2018