Multi-Object Tracking and Segmentation via Neural Message Passing

Multi-Object Tracking and Segmentation via Neural Message Passing

15 July 2022

Laura Leal-Taixe

Papers citing "Multi-Object Tracking and Segmentation via Neural Message Passing"

13 / 13 papers shown

Title
SPAMming Labels: Efficient Annotations for the Trackers of Tomorrow Orcun Cetintas Tim Meinhardt Guillem Brasó Laura Leal-Taixé 12 0 0 17 Apr 2024
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities Xu Yan Haiming Zhang Yingjie Cai Jingming Guo Weichao Qiu ... Lihui Jiang Wei Zhang Hongbo Zhang Dengxin Dai Bingbing Liu 51 16 0 16 Jan 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 16 4 0 14 Dec 2023
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes Shenghao Hao Peiyuan Liu Yibing Zhan Kaixun Jin Zuozhu Liu Min-Gyoo Song Jenq-Neng Hwang Gaoang Wang 6 24 0 15 Feb 2023
Unifying Short and Long-Term Tracking with Graph Hierarchies Orcun Cetintas Guillem Brasó Laura Leal-Taixé VOT 17 51 0 06 Dec 2022
Multi-Object Tracking and Segmentation with a Space-Time Memory Network Mehdi Miah Guillaume-Alexandre Bilodeau Nicolas Saunier VOS VOT 36 3 0 21 Oct 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 205 732 0 07 Jan 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 158 620 0 19 Mar 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 230 844 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-jun Sun 199 575 0 30 Apr 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 208 3,407 0 21 Mar 2017
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 252 1,394 0 01 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016