Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths

24 August 2021

Papers citing "Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths"

21 / 21 papers shown

Title
QPM: Discrete Optimization for Globally Interpretable Image Classification Thomas Norrenbrock T. Kaiser Sovan Biswas R. Manuvinakurike Bodo Rosenhahn 55 0 0 27 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
RTAT: A Robust Two-stage Association Tracker for Multi-Object Tracking Song Guo Rujie Liu N. Abe VOT 26 0 0 14 Aug 2024
Cell Tracking according to Biological Needs -- Strong Mitosis-aware Random-finite Sets Tracker with Aleatoric Uncertainty Timo Kaiser Maximilian Schier Bodo Rosenhahn 24 1 0 22 Mar 2024
Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking Yanlei Gao Haojun Xu Nannan Wang Jie Li Xinbo Gao VOT 45 4 0 14 Dec 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 20 38 0 08 Jun 2023
Learnable Graph Matching: A Practical Paradigm for Data Association Jiawei He Zehao Huang Naiyan Wang Zhaoxiang Zhang 42 2 0 27 Mar 2023
Unifying Short and Long-Term Tracking with Graph Hierarchies Orcun Cetintas Guillem Brasó Laura Leal-Taixé VOT 27 53 0 06 Dec 2022
Multi-Object Tracking and Segmentation via Neural Message Passing Guillem Brasó Orcun Cetintas Laura Leal-Taixe VOT 21 21 0 15 Jul 2022
Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking Peng Dai Yiqiang Feng Renliang Weng Changshui Zhang VOT ViT 19 5 0 31 May 2022
Learning of Global Objective for Network Flow in Multi-Object Tracking Shuaiyang Li Yu Kong Hamid Rezatofighi VOT 17 20 0 30 Mar 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris M. Kitani VOT 32 453 0 27 Mar 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 25 537 0 28 Feb 2022
Adiabatic Quantum Computing for Multi Object Tracking Jan-Nico Zaech Alexander Liniger Martin Danelljan Dengxin Dai Luc Van Gool VOT 29 30 0 17 Feb 2022
Structured Prediction Problem Archive Paul Swoboda Bjoern Andres Andrea Hornáková Florian Bernard Jannik Irmai Paul Roetzer Bogdan Savchynskyy David Stein Ahmed Abbas 22 7 0 04 Feb 2022
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking D. M. Nguyen Roberto Henschel Bodo Rosenhahn Daniel Sonntag Paul Swoboda VOT 19 33 0 23 Nov 2021
FastDOG: Fast Discrete Optimization on GPU Ahmed Abbas Paul Swoboda 28 8 0 19 Nov 2021
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers Tianyu Zhu Markus Hiller Mahsa Ehsanpour Rongkai Ma Tom Drummond Ian Reid Hamid Rezatofighi VOT 26 34 0 27 Mar 2021
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 170 632 0 19 Mar 2020
Deep Cosine Metric Learning for Person Re-Identification N. Wojke Alex Bewley 31 352 0 02 Dec 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 228 3,463 0 21 Mar 2017