Learning a Neural Solver for Multiple Object Tracking

16 December 2019

Laura Leal-Taixé

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

50 / 68 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 57 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 79 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 56 2 0 27 Dec 2024
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking Emirhan Bayar Cemal Aker VOT 42 0 0 10 Sep 2024
Transformer-Based Multi-Object Smoothing with Decoupled Data Association and Smoothing Juliano Pinto Georg Hess Yuxuan Xia H. Wymeersch Lennart Svensson VOT 22 3 0 22 Dec 2023
NTrack: A Multiple-Object Tracker and Dataset for Infield Cotton Boll Counting Md Ahmed Al Muzaddid William J. Beksi VOT 24 1 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 45 4 0 14 Dec 2023
S $^3$ Track: Self-supervised Tracking with Soft Assignment Flow Fatemeh Azimi Fahim Mannan Felix Heide VOT 32 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 31 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 25 2 0 21 Mar 2023
MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking Zheng Qin Sanping Zhou Le Wang Jinghai Duan G. Hua Wei Tang VOT 19 72 0 18 Mar 2023
Learning and Aggregating Lane Graphs for Urban Automated Driving M. Büchner Jannik Zürn Ion-George Todoran Abhinav Valada Wolfram Burgard 20 25 0 13 Feb 2023
Joint Counting, Detection and Re-Identification for Multi-Object Tracking Weihong Ren Denglu Wu Hui Cao Xi’ai Chen Zhi-Long Han Honghai Liu VOT 24 2 0 12 Dec 2022
Unifying Short and Long-Term Tracking with Graph Hierarchies Orcun Cetintas Guillem Brasó Laura Leal-Taixé VOT 27 53 0 06 Dec 2022
Graph Convolutional Network for Multi-Target Multi-Camera Vehicle Tracking Elena Luna Juan Carlos San Miguel J. Sanchez Marcos Escudero-Viñolo 26 4 0 28 Nov 2022
Unifying Tracking and Image-Video Object Detection Peirong Liu Rui Wang Pengchuan Zhang Omid Poursaeed Yipin Zhou Xuefei Cao Sreya . Dutta Roy Ashish Shah Ser-Nam Lim 13 0 0 20 Nov 2022
Robust Online Video Instance Segmentation with Track Queries Zitong Zhan Daniel McKee Svetlana Lazebnik 26 9 0 16 Nov 2022
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 35 7 0 14 Nov 2022
End-to-end Tracking with a Multi-query Transformer Bruno Korbar Andrew Zisserman VOT 24 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 24 9 0 19 Oct 2022
4D-StOP: Panoptic Segmentation of 4D LiDAR using Spatio-temporal Object Proposal Generation and Aggregation Lars Kreuzberg Idil Esen Zulfikar Sabarinath Mahadevan Francis Engelmann Bastian Leibe 3DPC 42 34 0 29 Sep 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 38 23 0 11 Sep 2022
Minkowski Tracker: A Sparse Spatio-Temporal R-CNN for Joint Object Detection and Tracking JunYoung Gwak Silvio Savarese Jeannette Bohg VOT 19 13 0 22 Aug 2022
PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking? Aleksandr Kim Guillem Brasó Aljosa Osep Laura Leal-Taixé 3DPC 32 45 0 03 Aug 2022
Multi-Object Tracking and Segmentation via Neural Message Passing Guillem Brasó Orcun Cetintas Laura Leal-Taixe VOT 24 21 0 15 Jul 2022
Towards Grand Unification of Object Tracking B. Yan Yi-Xin Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 40 136 0 14 Jul 2022
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 33 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 23 88 0 09 Jun 2022
Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking Peng Dai Yiqiang Feng Renliang Weng Changshui Zhang VOT ViT 22 5 0 31 May 2022
Time3D: End-to-End Joint Monocular 3D Object Detection and Tracking for Autonomous Driving Peixuan Li Jieyu Jin 3DPC 20 45 0 30 May 2022
Evaluating deep tracking models for player tracking in broadcast ice hockey video Kanav Vats M. Fani David A Clausi John S. Zelek 21 3 0 22 May 2022
MUTR3D: A Multi-camera Tracking Framework via 3D-to-2D Queries Tianyuan Zhang Xuanyao Chen Yue Wang Yilun Wang Hang Zhao 20 81 0 02 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 24 45 0 05 Apr 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Z. Tu Stefano Soatto VOT 29 148 0 31 Mar 2022
TR-MOT: Multi-Object Tracking by Reference Mingfei Chen Yue Liao Si Liu Fei-Yue Wang Jenq-Neng Hwang VOT 32 9 0 30 Mar 2022
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection Jinyuan Liu Xin-Yue Fan Zhanbo Huang Guanyao Wu Risheng Liu Wei Zhong Zhongxuan Luo 27 442 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 35 455 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 38 5 0 21 Mar 2022
End-to-end video instance segmentation via spatial-temporal graph neural networks Tao Wang Ning Xu Kean Chen Weiyao Lin 36 24 0 07 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 25 99 0 24 Feb 2022
Graph Neural Network for Cell Tracking in Microscopy Videos Tal Ben-Haim Tammy Riklin-Raviv 19 28 0 09 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 21 33 0 23 Nov 2021
SimpleTrack: Understanding and Rethinking 3D Multi-object Tracking Ziqi Pang Zhichao Li Naiyan Wang VOT 29 137 0 18 Nov 2021
Livestock Monitoring with Transformer Bhavesh Tangirala Ishan Bhandari Dániel László D. K. Gupta R. Thomas Devanshu Arya 33 6 0 01 Nov 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini M. Worring 50 80 0 13 Oct 2021
Player Tracking and Identification in Ice Hockey Kanav Vats Pascale Walters M. Fani David A Clausi John S. Zelek 52 39 0 06 Oct 2021
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths Andrea Hornáková T. Kaiser Paul Swoboda Michal Rolínek Bodo Rosenhahn Roberto Henschel VOT 32 37 0 24 Aug 2021
ODAM: Object Detection, Association, and Mapping using Posed RGB Video Kejie Li Daniel DeTone Steven Chen Minh Vo Ian Reid Hamid Rezatofighi Chris Sweeney Julian Straub Richard A. Newcombe 29 26 0 23 Aug 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 24 50 0 13 Aug 2021
Synthetic Data Are as Good as the Real for Association Knowledge Learning in Multi-object Tracking Yuchi Liu Zhongdao Wang Xiangxin Zhou Liang Zheng 3DPC 36 1 0 30 Jun 2021