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
Lightweight LiDAR-Camera 3D Dynamic Object Detection and Multi-Class Trajectory Prediction Yushen He Lei Zhao Tianchen Deng Zipeng Fang Weidong Chen 18 0 0 18 Apr 2025
A Modular Energy Aware Framework for Multicopter Modeling in Control and Planning Applications Sebastian Gasche Christian Kallies Andreas Himmel R. Findeisen 29 0 0 04 Apr 2025
Heterogeneous Graph Transformer for Multiple Tiny Object Tracking in RGB-T Videos Qingyu Xu Longguang Wang Weidong Sheng Yingqian Wang Chao Xiao Chao Ma Wei An VOT 104 5 0 14 Dec 2024
IP-MOT: Instance Prompt Learning for Cross-Domain Multi-Object Tracking Run Luo Zikai Song Longze Chen Yunshui Li Min Yang Wei-Guo Yang 30 0 0 30 Oct 2024
Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking Mattia Segu Luigi Piccinelli Siyuan Li Yung-Hsu Yang Bernt Schiele Luc Van Gool Mamba 31 0 0 02 Oct 2024
Valeo4Cast: A Modular Approach to End-to-End Forecasting Yihong Xu Éloi Zablocki Alexandre Boulch Gilles Puy Mickaël Chen ... Tuan-Hung Vu Andrei Bursuc Eduardo Valle Renaud Marlet Matthieu Cord 31 1 0 12 Jun 2024
ETTrack: Enhanced Temporal Motion Predictor for Multi-Object Tracking Xudong Han Nobuyuki Oishi Yueying Tian Elif Ucurum R. Young C. Chatwin Philip Birch 27 2 0 24 May 2024
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 30 3 0 11 Apr 2024
NetTrack: Tracking Highly Dynamic Objects with a Net Guang-Zheng Zheng Shijie Lin Haobo Zuo Changhong Fu Jia Pan 25 10 0 17 Mar 2024
MOTPose: Multi-object 6D Pose Estimation for Dynamic Video Sequences using Attention-based Temporal Fusion Arul Selvam Periyasamy Sven Behnke 3DPC 14 0 0 14 Mar 2024
Contrastive Learning for Multi-Object Tracking with Transformers Pierre-François De Plaen N. Marinello M. Proesmans Tinne Tuytelaars Luc Van Gool VOT 4 5 0 14 Nov 2023
VcT: Visual change Transformer for Remote Sensing Image Change Detection Bo Jiang Zitian Wang Xixi Wang Ziyan Zhang Lan Chen Xiao Wang Bin Luo ViT 19 18 0 17 Oct 2023
DiffusionTrack: Diffusion Model For Multi-Object Tracking Run Luo Zikai Song Lintao Ma Ji Wei Wei-Guo Yang Min Yang DiffM 9 28 0 19 Aug 2023
Multi-Object Tracking as Attention Mechanism Hiroshi Fukui Taiki Miyagawa Yusuke Morishita VOT 77 5 0 12 Jul 2023
MotionTrack: End-to-End Transformer-based Multi-Object Tracing with LiDAR-Camera Fusion Ce Zhang Chengjie Zhang Yiluan Guo Lingji Chen Michael Happold VOT 14 16 0 29 Jun 2023
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth Zelin Liu Xinggang Wang Cheng Wang Wenyu Liu X. Bai VOS VOT 15 38 0 08 Jun 2023
MotionTrack: Learning Motion Predictor for Multiple Object Tracking Changcheng Xiao Qiong Cao Yujie Zhong L. Lan Xiang Zhang Zhigang Luo Dacheng Tao VOT 6 18 0 05 Jun 2023
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking Yuhan Wang J. Hsieh Ping-Yang Chen Ming-Ching Chang Hung Hin So Xin Li VOT 11 14 0 16 Nov 2022
Strong-TransCenter: Improved Multi-Object Tracking based on Transformers with Dense Representations Amit Galor Roy Orfaig B. Bobrovsky VOT 14 6 0 24 Oct 2022
Transformer-based assignment decision network for multiple object tracking Athena Psalta Vasileios Tsironis K. Karantzalos VOT 58 9 0 06 Aug 2022
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 94 1,289 0 13 Oct 2021
Generative Transformer for Accurate and Reliable Salient Object Detection Yuxin Mao Jing Zhang Zhexiong Wan Yuchao Dai Aixuan Li Yun-Qiu Lv Xinyu Tian Deng-Ping Fan Nick Barnes ViT 63 30 0 20 Apr 2021
TransReID: Transformer-based Object Re-Identification Shuting He Haowen Luo Pichao Wang F. Wang Hao Li Wei Jiang ViT 208 769 0 08 Feb 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 205 732 0 07 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi-Xin Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 238 555 0 31 Dec 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 158 620 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-jun Sun 199 575 0 30 Apr 2018