TrackFormer: Multi-Object Tracking with Transformers

7 January 2021

Tim Meinhardt

A. Kirillov

Laura Leal-Taixe

Christoph Feichtenhofer

VOT

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Papers citing "TrackFormer: Multi-Object Tracking with Transformers"

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Title
TR-MOT: Multi-Object Tracking by Reference Mingfei Chen Yue Liao Si Liu Fei-Yue Wang Jenq-Neng Hwang VOT 34 9 0 30 Mar 2022
VPTR: Efficient Transformers for Video Prediction Xi Ye Guillaume-Alexandre Bilodeau ViT 32 18 0 29 Mar 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris M. Kitani VOT 49 455 0 27 Mar 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang Licheng Jiao Xuantong Liu F. Liu Shuyuan Yang Zhixi Feng Xu Tang ViT MedIm 27 28 0 24 Mar 2022
End-to-End Video Text Spotting with Transformer Weijia Wu Yuanqiang Cai Chunhua Shen Debing Zhang Ying Fu Hong Zhou Ping Luo ViT 50 24 0 20 Mar 2022
PreTR: Spatio-Temporal Non-Autoregressive Trajectory Prediction Transformer Lina Achaji Thierno Barry Thibault Fouqueray Julien Moreau François Aioun François Charpillet 18 15 0 17 Mar 2022
MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Qishuai Diao Yi-Xin Jiang Bin Wen Jianxiang Sun Zehuan Yuan 36 60 0 05 Mar 2022
Hybrid Tracker with Pixel and Instance for Video Panoptic Segmentation Weicai Ye Xinyue Lan Gewei Su Hujun Bao Zhaopeng Cui Guofeng Zhang VOS 47 3 0 02 Mar 2022
Instance-aware multi-object self-supervision for monocular depth prediction Houssem-eddine Boulahbal A. Voicila Andrew I. Comport MDE 27 8 0 02 Mar 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 22 103 0 16 Jan 2022
Language as Queries for Referring Video Object Segmentation Jiannan Wu Yi-Xin Jiang Pei Sun Zehuan Yuan Ping Luo 23 141 0 03 Jan 2022
MPViT: Multi-Path Vision Transformer for Dense Prediction Youngwan Lee Jonghee Kim Jeffrey Willette Sung Ju Hwang ViT 29 244 0 21 Dec 2021
Tracking People by Predicting 3D Appearance, Location & Pose Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Jitendra Malik 3DH 27 15 0 08 Dec 2021
Learning Tracking Representations via Dual-Branch Fully Transformer Networks Fei Xie Chunyu Wang Guangting Wang Wankou Yang Wenjun Zeng ViT 19 48 0 05 Dec 2021
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion Pei Sun Jinkun Cao Yi-Xin Jiang Zehuan Yuan S. Bai Kris M. Kitani Ping Luo VOT 28 236 0 29 Nov 2021
Conditional Object-Centric Learning from Video Thomas Kipf Gamaleldin F. Elsayed Aravindh Mahendran Austin Stone S. Sabour G. Heigold Rico Jonschkowski Alexey Dosovitskiy Klaus Greff OCL 41 214 0 24 Nov 2021
Livestock Monitoring with Transformer Bhavesh Tangirala Ishan Bhandari Dániel László D. K. Gupta R. Thomas Devanshu Arya 41 6 0 01 Nov 2021
3D Object Tracking with Transformer Yubo Cui Zheng Fang Jiayao Shan Zuoxu Gu Sifan Zhou ViT 3DPC 21 59 0 28 Oct 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 107 1,330 0 13 Oct 2021
Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning Chongjian Ge Youwei Liang Yibing Song Jianbo Jiao Jue Wang Ping Luo ViT 21 36 0 11 Oct 2021
Exploring Simple 3D Multi-Object Tracking for Autonomous Driving Chenxu Luo Xiaodong Yang Alan Yuille VOT 3DPC 23 81 0 23 Aug 2021
ODAM: Object Detection, Association, and Mapping using Posed RGB Video Kejie Li Daniel DeTone Steven Chen Minh Vo Ian Reid Hamid Rezatofighi Chris Sweeney Julian Straub Richard Newcombe 32 26 0 23 Aug 2021
Multi-Object Tracking with Hallucinated and Unlabeled Videos Daniel McKee Bing Shuai Andrew G. Berneshawi Manchen Wang Davide Modolo Svetlana Lazebnik Joseph Tighe VOT 19 7 0 19 Aug 2021
Track without Appearance: Learn Box and Tracklet Embedding with Local and Global Motion Patterns for Vehicle Tracking Gaoang Wang Renshu Gu Zuozhu Liu Weijie Hu Xiuming Zhang Jenq-Neng Hwang VOT 27 50 0 13 Aug 2021
Learning Fair Face Representation With Progressive Cross Transformer Yong Li Yufei Sun Zhen Cui Shiguang Shan Jian Yang 27 12 0 11 Aug 2021
TriTransNet: RGB-D Salient Object Detection with a Triplet Transformer Embedding Network Zhengyi Liu Yuan Wang Zhengzheng Tu Yun Xiao Bin Tang ViT 32 142 0 09 Aug 2021
HiFT: Hierarchical Feature Transformer for Aerial Tracking Ziang Cao Changhong Fu Junjie Ye Bowen Li Yiming Li 26 196 0 31 Jul 2021
Rank-based verification for long-term face tracking in crowded scenes Germán Barquero Isabelle Hupont Carles Fernández Tena VOT CVBM 29 8 0 28 Jul 2021
Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection Parthasaarathy Sudarsanam A. Politis K. Drossos 14 13 0 20 Jul 2021
A topological solution to object segmentation and tracking Thomas R. Tsao Doris Y. Tsao VOS 22 17 0 05 Jul 2021
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Lei Ke Xia Li Martin Danelljan Yu-Wing Tai Chi-Keung Tang F. I. F. Richard Yu VOS 21 71 0 22 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 38 4,836 0 31 May 2021
RelationTrack: Relation-aware Multiple Object Tracking with Decoupled Representation En Yu Zhuoling Li Shoudong Han Hongwei Wang VOT 50 128 0 10 May 2021
TrTr: Visual Tracking with Transformer Moju Zhao K. Okada Masayuki Inaba ViT 28 79 0 09 May 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 24 500 0 07 May 2021
Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking Gaoang Wang Yizhou Wang Renshu Gu Weijie Hu Jenq-Neng Hwang VOT 41 40 0 06 May 2021
Instances as Queries Yuxin Fang Shusheng Yang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu ISeg 42 255 0 05 May 2021
Vision Transformers with Patch Diversification Chengyue Gong Dilin Wang Meng Li Vikas Chandra Qiang Liu ViT 42 62 0 26 Apr 2021
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Yihong Xu Yutong Ban Guillaume Delorme Chuang Gan Daniela Rus Xavier Alameda-Pineda VOT 25 92 0 28 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 34 312 0 16 Mar 2021
Segmenting Transparent Object in the Wild with Transformer Enze Xie Wenjia Wang Wenhai Wang Pei Sun Hang Xu Ding Liang Ping Luo ViT 227 28 0 21 Jan 2021
Video Region Annotation with Sparse Bounding Boxes Yuzheng Xu Yang Wu Nur Sabrina binti Zuraimi S. Nobuhara Ko Nishino VGen 20 2 0 17 Aug 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 182 632 0 19 Mar 2020
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 222 675 0 30 Apr 2018