TransCenter: Transformers with Dense Representations for Multiple-Object Tracking

28 March 2021

Yihong Xu

Yutong Ban

Guillaume Delorme

Chuang Gan

Daniela Rus

Xavier Alameda-Pineda

VOT

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Papers citing "TransCenter: Transformers with Dense Representations for Multiple-Object Tracking"

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Title
Socially Pertinent Robots in Gerontological Healthcare Xavier Alameda-Pineda Angus Addlesee Daniel Hernández García Chris Reinke Soraya Arias ... Pinchas Tandeitnik Francesco Tonini Nicolas Turro T. Wintz Yanchao Yu 76 3 0 11 Apr 2024
Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder Xiaoyu Lin Laurent Girin Xavier Alameda-Pineda 44 2 0 18 Feb 2022
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 141 1,349 0 13 Oct 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 99 4,025 0 18 Jul 2021
PVT v2: Improved Baselines with Pyramid Vision Transformer Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 80 1,634 0 25 Jun 2021
SiamMOT: Siamese Multi-Object Tracking Bing Shuai Andrew G. Berneshawi Xinyu Li Davide Modolo Joseph Tighe VOT 43 138 0 25 May 2021
RelationTrack: Relation-aware Multiple Object Tracking with Decoupled Representation En Yu Zhuoling Li Shoudong Han Hongwei Wang VOT 67 129 0 10 May 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 47 508 0 07 May 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 65 147 0 08 Apr 2021
Online Multiple Object Tracking with Cross-Task Synergy Song Guo Jingya Wang Xinchao Wang Dacheng Tao VOT 52 58 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 64 92 0 30 Mar 2021
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers Tianyu Zhu Markus Hiller Mahsa Ehsanpour Rongkai Ma Tom Drummond Ian Reid Hamid Rezatofighi VOT 47 35 0 27 Mar 2021
Learning to Track with Object Permanence P. Tokmakov Jie Li Wolfram Burgard Adrien Gaidon VOT 69 204 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 48 313 0 16 Mar 2021
TransReID: Transformer-based Object Re-Identification Shuting He Haowen Luo Pichao Wang F. Wang Hao Li Wei Jiang ViT 236 809 0 08 Feb 2021
Discriminative Appearance Modeling with Multi-track Pooling for Real-time Multi-object Tracking Chanho Kim Fuxin Li Mazen Alotaibi James M. Rehg VOT 51 65 0 28 Jan 2021
TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object Tracking Akshay Rangesh Pranav Maheshwari Mez Gebre Siddhesh Mhatre V. Ramezani Mohan M. Trivedi VOT 40 32 0 11 Jan 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 248 755 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 299 572 0 31 Dec 2020
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking F. Saleh S. Aliakbarian Hamid Rezatofighi Mathieu Salzmann Stephen Gould VOT 46 73 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 46 280 0 23 Oct 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 317 40,217 0 22 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 162 4,993 0 08 Oct 2020
GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization Ioannis Papakis Abhijit Sarkar Anuj Karpatne VOT 62 54 0 30 Sep 2020
MAT: Motion-Aware Multi-Object Tracking Shoudong Han Piao Huang Hongwei Wang En Yu Donghaisheng Liu Xiaofeng Pan Jun Zhao VOT 58 132 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 39 309 0 29 Jul 2020
Foley Music: Learning to Generate Music from Videos Chuang Gan Deng Huang Peihao Chen J. Tenenbaum Antonio Torralba VGen 32 137 0 21 Jul 2020
Lifted Disjoint Paths with Application in Multiple Object Tracking Andrea Hornáková Roberto Henschel Bodo Rosenhahn Paul Swoboda VOT 49 116 0 25 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 65 216 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 54 365 0 11 Jun 2020
Learning Texture Transformer Network for Image Super-Resolution Fuzhi Yang Huan Yang Jianlong Fu Hongtao Lu B. Guo SupR ViT 59 719 0 07 Jun 2020
Simple Unsupervised Multi-Object Tracking Shyamgopal Karthik Ameya Prabhu Vineet Gandhi VOT 48 77 0 04 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 275 12,847 0 26 May 2020
Music Gesture for Visual Sound Separation Chuang Gan Deng Huang Hang Zhao J. Tenenbaum Antonio Torralba 78 202 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 59 1,319 0 04 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 53 1,043 0 02 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 51 83 0 25 Mar 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 227 641 0 19 Mar 2020
PTP: Parallelized Tracking and Prediction with Graph Neural Networks and Diversity Sampling Xinshuo Weng Ye Yuan Kris Kitani 28 32 0 17 Mar 2020
Learning a Neural Solver for Multiple Object Tracking Guillem Brasó Laura Leal-Taixé VOT 55 395 0 16 Dec 2019
Self-supervised Moving Vehicle Tracking with Stereo Sound Chuang Gan Hang Zhao Peihao Chen David D. Cox Antonio Torralba 29 147 0 25 Oct 2019
How To Train Your Deep Multi-Object Tracker Yihong Xu Aljosa Osep Yutong Ban Radu Horaud Laura Leal-Taixe Xavier Alameda-Pineda VOT 68 191 0 15 Jun 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 87 3,240 0 16 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 95 905 0 13 Mar 2019
Bag of Freebies for Training Object Detection Neural Networks Zhi-Li Zhang Tong He Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li VLM ObjD 44 188 0 11 Feb 2019
Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers Yutong Ban Xavier Alameda-Pineda Laurent Girin Radu Horaud 36 50 0 28 Sep 2018
Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification Long Chen H. Ai Zijie Zhuang C. Shang VOT 30 376 0 12 Sep 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 54 3,598 0 03 Aug 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 249 681 0 30 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017