Learning a Neural Solver for Multiple Object Tracking

16 December 2019

Laura Leal-Taixé

Papers citing "Learning a Neural Solver for Multiple Object Tracking"

34 / 34 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 49 0 0 02 May 2025
S3MOT: Monocular 3D Object Tracking with Selective State Space Model Zhuohao Yan Shaoquan Feng Xingxing Li Yuxuan Zhou Chunxi Xia Shengyu Li VOT 66 0 0 25 Apr 2025
Interacted Object Grounding in Spatio-Temporal Human-Object Interactions Xiaoyang Liu Boran Wen Xinpeng Liu Zizheng Zhou Hongwei Fan Cewu Lu Lizhuang Ma Yulong Chen Y. Li 46 2 0 27 Dec 2024
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking Emirhan Bayar Cemal Aker VOT 38 0 0 10 Sep 2024
NTrack: A Multiple-Object Tracker and Dataset for Infield Cotton Boll Counting Md Ahmed Al Muzaddid William J. Beksi VOT 20 0 0 18 Dec 2023
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 24 4 0 14 Dec 2023
S $^3$ Track: Self-supervised Tracking with Soft Assignment Flow Fatemeh Azimi Fahim Mannan Felix Heide VOT 24 0 0 17 May 2023
ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Xing-Hui Wang Xiaoqing Ye Wei Zhang Jincheng Lu Xiao Tan Errui Ding Pei Sun Jingdong Wang VOT 24 20 0 27 Mar 2023
Penalty-Based Imitation Learning With Cross Semantics Generation Sensor Fusion for Autonomous Driving Hongkuan Zhou Aifen Sui Letian Shi Yinxian Li 23 2 0 21 Mar 2023
Discovering A Variety of Objects in Spatio-Temporal Human-Object Interactions Yong-Lu Li Hongwei Fan Zuoyu Qiu Yiming Dou Liang Xu ... Peiyang Guo Haisheng Su Dongliang Wang Wei Yu Wu Cewu Lu 19 7 0 14 Nov 2022
End-to-end Tracking with a Multi-query Transformer Bruno Korbar Andrew Zisserman VOT 11 6 0 26 Oct 2022
RT-MOT: Confidence-Aware Real-Time Scheduling Framework for Multi-Object Tracking Tasks D. Kang Seunghoon Lee H. Chwa Seung-Hwan Bae Chang Mook Kang Jinkyu Lee Hyeongboo Baek VOT 22 9 0 19 Oct 2022
Multiple Object Tracking in Recent Times: A Literature Review Mk Bashar Samia Islam Kashifa Kawaakib Hussain Md. Bakhtiar Hasan A. A. Ashikur Rahman M. H. Kabir VOT 27 23 0 11 Sep 2022
PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking? Aleksandr Kim Guillem Brasó Aljosa Osep Laura Leal-Taixé 3DPC 20 45 0 03 Aug 2022
Multi-Object Tracking and Segmentation via Neural Message Passing Guillem Brasó Orcun Cetintas Laura Leal-Taixe VOT 16 21 0 15 Jul 2022
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 28 48 0 09 Jun 2022
VITA: Video Instance Segmentation via Object Token Association Miran Heo Sukjun Hwang Seoung Wug Oh Joon-Young Lee Seon Joo Kim VOS 21 88 0 09 Jun 2022
Evaluating deep tracking models for player tracking in broadcast ice hockey video Kanav Vats M. Fani David A Clausi John S. Zelek 14 3 0 22 May 2022
Deep Interactive Motion Prediction and Planning: Playing Games with Motion Prediction Models J. Vázquez Alexander Liniger Wilko Schwarting Daniela Rus Luc Van Gool 19 45 0 05 Apr 2022
TR-MOT: Multi-Object Tracking by Reference Mingfei Chen Yue Liao Si Liu Fei-Yue Wang Jenq-Neng Hwang VOT 28 9 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 28 450 0 27 Mar 2022
DSRRTracker: Dynamic Search Region Refinement for Attention-based Siamese Multi-Object Tracking Jia Wan Hong Zhang J. Zhang Yuan Ding Yifan Yang Yan Li Xuliang Li VOT 27 5 0 21 Mar 2022
GIAOTracker: A comprehensive framework for MCMOT with global information and optimizing strategies in VisDrone 2021 Yunhao Du Jun-Jun Wan Yanyun Zhao Binyu Zhang Zhihang Tong Junhao Dong 21 98 0 24 Feb 2022
SimpleTrack: Understanding and Rethinking 3D Multi-object Tracking Ziqi Pang Zhichao Li Naiyan Wang VOT 27 135 0 18 Nov 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini M. Worring 48 79 0 13 Oct 2021
Player Tracking and Identification in Ice Hockey Kanav Vats Pascale Walters M. Fani David A Clausi John S. Zelek 42 39 0 06 Oct 2021
Track without Appearance: Learn Box and Tracklet Embedding with Local and Global Motion Patterns for Vehicle Tracking Gaoang Wang Renshu Gu Zuozhu Liu Weijie Hu Mingli Song Jenq-Neng Hwang VOT 13 50 0 13 Aug 2021
Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation Andreu Girbau Xavier Giró-i-Nieto Ignasi Rius F. Marqués VOT 3DPC 13 15 0 21 Jun 2021
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Yihong Xu Yutong Ban Guillaume Delorme Chuang Gan Daniela Rus Xavier Alameda-Pineda VOT 25 90 0 28 Mar 2021
Learning to Track with Object Permanence P. Tokmakov Jie Li Wolfram Burgard Adrien Gaidon VOT 39 199 0 26 Mar 2021
Tracklets Predicting Based Adaptive Graph Tracking Chaobing Shan Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang VOT 14 9 0 18 Oct 2020
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip H. S. Torr Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 6 874 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 28 1,291 0 04 Apr 2020
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 255 1,394 0 01 Dec 2016