MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

28 July 2023

Papers citing "MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking"

41 / 41 papers shown

Title
CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking Vladimir Somers Baptiste Standaert Victor Joos Alexandre Alahi Christophe De Vleeschouwer VOT 57 0 0 02 May 2025
CoMotion: Concurrent Multi-person 3D Motion Alejandro Newell Peiyun Hu Lahav Lipson Stephan R. Richter V. Koltun 3DH VOT 71 0 0 16 Apr 2025
SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation Junjie Jiang Zelin Wang Manqi Zhao Yin Li Dongsheng Jiang 41 0 0 06 Apr 2025
History-Aware Transformation of ReID Features for Multiple Object Tracking Ruopeng Gao Yidan Wang Chunxu Liu Limin Wang VOT 78 1 0 16 Mar 2025
OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer Jinyang Li En Yu Sijia Chen Wenbing Tao 60 1 0 13 Mar 2025
Attention to Trajectory: Trajectory-Aware Open-Vocabulary Tracking Yunhao Li Yifan Jiao Dan Meng Heng Fan L. Zhang 60 0 0 11 Mar 2025
Omnidirectional Multi-Object Tracking Kai Luo Hao-miao Shi Sheng Wu Fei Teng Mengfei Duan Chang Huang Yixuan Wang Kaiwei Wang Kailun Yang 42 0 0 06 Mar 2025
MEX: Memory-efficient Approach to Referring Multi-Object Tracking Huu-Thien Tran Phuoc-Sang Pham Thai-Son Tran Khoa Luu VOT 81 1 0 20 Feb 2025
Learning a Neural Association Network for Self-supervised Multi-Object Tracking Shuai Li Michael G. Burke S. Ramamoorthy Juergen Gall VOT 78 0 0 18 Nov 2024
Is Multiple Object Tracking a Matter of Specialization? G. Mancusi Mattia Bernardi Aniello Panariello Angelo Porrello Rita Cucchiara Simone Calderara MoMe 36 1 0 01 Nov 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 38 0 0 30 Oct 2024
DINTR: Tracking via Diffusion-based Interpolation Pha Nguyen Ngan Le J. Cothren Alper Yilmaz Khoa Luu DiffM 40 0 0 14 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 42 2 0 02 Oct 2024
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown Zimeng Fang Chao Liang Xue Zhou Shuyuan Zhu Xi Li 42 2 0 14 Sep 2024
FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking Rongzihan Song Zhenyu Weng Huiping Zhuang Jinchang Ren Yongming Chen Zhiping Lin VOT 30 0 0 12 Sep 2024
TrackSSM: A General Motion Predictor by State-Space Model Bin Hu Run Luo Zelin Liu Cheng Wang Wenyu Liu 32 2 0 31 Aug 2024
TF-SASM: Training-free Spatial-aware Sparse Memory for Multi-object Tracking Thuc Nguyen-Quang Minh-Triet Tran VOT TTA 34 0 0 05 Jul 2024
LaMOT: Language-Guided Multi-Object Tracking Yunhao Li Xiaoqiong Liu Luke Liu Heng Fan Libo Zhang VOT 42 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 40 3 0 24 May 2024
Multi-Object Tracking in the Dark Xinzhe Wang Kang Ma Qiankun Liu Yunhao Zou Ying Fu VOT 49 5 0 10 May 2024
ColorMNet: A Memory-based Deep Spatial-Temporal Feature Propagation Network for Video Colorization Yixin Yang Jiangxin Dong Jinhui Tang Jinshan Pan 23 1 0 09 Apr 2024
Self-Supervised Multi-Object Tracking with Path Consistency Zijia Lu Bing Shuai Yanbei Chen Zhenlin Xu Davide Modolo VOT 44 10 0 08 Apr 2024
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 55 12 0 25 Mar 2024
On the Equivalency, Substitutability, and Flexibility of Synthetic Data Che-Jui Chang Danrui Li Seonghyeon Moon Mubbasir Kapadia 38 4 0 24 Mar 2024
MapTracker: Tracking with Strided Memory Fusion for Consistent Vector HD Mapping Jiacheng Chen Yuefan Wu Jiaqi Tan Hang Ma Yasutaka Furukawa 51 24 0 23 Mar 2024
Beyond MOT: Semantic Multi-Object Tracking Yunhao Li Hao Wang Xue Ma Jiali Yao Shaohua Dong Heng Fan Libo Zhang VOT 29 3 0 08 Mar 2024
DeconfuseTrack:Dealing with Confusion for Multi-Object Tracking Cheng Huang Shoudong Han Mengyu He Wenbo Zheng Yuhao Wei VOT 37 4 0 05 Mar 2024
EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving Jiacheng Lin Jiajun Chen Kunyu Peng Xuan He Zhiyong Li Rainer Stiefelhagen Kailun Yang 50 6 0 28 Feb 2024
AM-SORT: Adaptable Motion Predictor with Historical Trajectory Embedding for Multi-Object Tracking Vitaliy Kim Gunho Jung Seong-Whan Lee 35 1 0 25 Jan 2024
DecoderTracker: Decoder-Only Method for Multiple-Object Tracking Liao Pan Yang Feng Wu Di Liu Bo Xingle Zhang VOT 30 1 0 26 Oct 2023
AttMOT: Improving Multiple-Object Tracking by Introducing Auxiliary Pedestrian Attributes Yunhao Li Zhen Xiao L. Yang Dan Meng Xin Zhou Hengrui Fan Libo Zhang 34 4 0 15 Aug 2023
M3Act: Learning from Synthetic Human Group Activities Che-Jui Chang Danrui Li Aditya Bhat Parth Goel Honglu Zhou Seonghyeon Moon Samuel S. Sohn Sejong Yoon Vladimir Pavlovic Mubbasir Kapadia DiffM 18 5 0 29 Jun 2023
Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking? Patrick Dendorfer V. Yugay Aljosa Osep Laura Leal-Taixé 72 40 0 14 Oct 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang X. Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 161 728 0 28 Jan 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 107 1,330 0 13 Oct 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 229 743 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 261 566 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 182 632 0 19 Mar 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 249 855 0 27 Sep 2019
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
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 231 3,465 0 21 Mar 2017