MambaTrack: A Simple Baseline for Multiple Object Tracking with State
Space Model

MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model

17 August 2024

Changcheng Xiao

Papers citing "MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model"

18 / 18 papers shown

Title
MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation Juntian Du Yuan Sun Zhihu Zhou Pinyi Chen Runzhe Zhang Keji Mao Mamba 71 1 0 10 Mar 2025
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 97 13 0 25 Mar 2024
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes Yutao Cui Chenkai Zeng Xiaoyu Zhao Yichun Yang Gangshan Wu Limin Wang 47 84 0 11 Apr 2023
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion Pei Sun Jinkun Cao Yi Jiang Zehuan Yuan S. Bai Kris Kitani Ping Luo VOT 68 240 0 29 Nov 2021
Track to Detect and Segment: An Online Multi-Object Tracker Jialian Wu Jiale Cao Liangchen Song Yu Wang Ming Yang Junsong Yuan VOT 51 313 0 16 Mar 2021
DEFT: Detection Embeddings for Tracking Mohamed Chaabane Peter Zhang J. Beveridge Stephen O'Hara VOT 96 88 0 03 Feb 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
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip Torr Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 58 895 0 16 Sep 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 73 1,319 0 04 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 61 1,053 0 02 Apr 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 295 864 0 27 Sep 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 251 5,653 0 26 Mar 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 97 905 0 13 Mar 2019
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 93 21,306 0 08 Apr 2018
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 283 10,412 0 21 Jul 2016
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 412 61,900 0 04 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 880 149,474 0 22 Dec 2014