SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth

8 June 2023

Cheng Wang

Papers citing "SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth"

28 / 28 papers shown

Title
Deep LG-Track: An Enhanced Localization-Confidence-Guided Multi-Object Tracker Ting Meng Chunyun Fu Xiangyan Yan Zheng Liang Pan Ji Jianwen Wang Tao Huang 40 0 0 02 Apr 2025
History-Aware Transformation of ReID Features for Multiple Object Tracking Ruopeng Gao Yidan Wang Chunxu Liu Limin Wang VOT 75 1 0 16 Mar 2025
TrackSSM: A General Motion Predictor by State-Space Model Bin Hu Run Luo Zelin Liu Cheng Wang Wenyu Liu 29 2 0 31 Aug 2024
UTrack: Multi-Object Tracking with Uncertain Detections Edgardo Solano-Carrillo Felix Sattler Antje Alex Alexander Klein Bruno Pereira Costa Ángel Bueno Rodríguez Jannis Stoppe VOT 39 1 0 30 Aug 2024
BoostTrack++: using tracklet information to detect more objects in multiple object tracking Vukašin Stanojević Branimir Todorović VOT 43 5 0 23 Aug 2024
Leveraging Foundation Models via Knowledge Distillation in Multi-Object Tracking: Distilling DINOv2 Features to FairMOT Niels G. Faber Seyed Sahand Mohamadi Ziabari F. Karimi Nejadasl 23 2 0 25 Jul 2024
Temporal Correlation Meets Embedding: Towards a 2nd Generation of JDE-based Real-Time Multi-Object Tracking Yunfei Zhang Chao Liang Jin Gao Zhipeng Zhang Weiming Hu Stephen J. Maybank Xue Zhou Liang Li VOT 50 1 0 19 Jul 2024
Engineering an Efficient Object Tracker for Non-Linear Motion Momir Adzemovic Predrag Tadić Andrija Petrović Mladen Nikolic 27 1 0 30 Jun 2024
Multi Player Tracking in Ice Hockey with Homographic Projections Harish Prakash Jia Cheng Shang Ken M. Nsiempba Yuhao Chen David A Clausi John S. Zelek 40 0 0 22 May 2024
DepthMOT: Depth Cues Lead to a Strong Multi-Object Tracker Jiapeng Wu Yichen Liu 36 2 0 08 Apr 2024
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 55 12 0 25 Mar 2024
Learning Data Association for Multi-Object Tracking using Only Coordinates Mehdi Miah Guillaume-Alexandre Bilodeau Nicolas Saunier VOT 21 0 0 12 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
DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction Weiyi Lv Yuhang Huang Ning Zhang Ruei-Sung Lin Mei Han Dan Zeng DiffM 49 16 0 04 Mar 2024
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking Momir Adzemovic Predrag Tadić Andrija Petrović Mladen Nikolic 34 4 0 15 Feb 2024
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation Kefu Yi Kai Luo Xiaolei Luo Jiangui Huang Hao Wu Rongdong Hu Wei Hao VOT 24 42 0 14 Dec 2023
DiffusionTrack: Diffusion Model For Multi-Object Tracking Run Luo Zikai Song Lintao Ma Ji Wei Wei-Guo Yang Min Yang DiffM 22 29 0 19 Aug 2023
Multiple Object Tracking from appearance by hierarchically clustering tracklets Andreu Girbau F. Marqués Shiníchi Satoh VOT 26 12 0 07 Oct 2022
Depth Perspective-aware Multiple Object Tracking Kha Gia Quach Huu Le Pha Nguyen C. Duong Tien D. Bui Khoa Luu VOT 37 5 0 10 Jul 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 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
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 223 743 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 258 566 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 179 632 0 19 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 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 228 3,465 0 21 Mar 2017