v1v2v3 (latest)

Learning by tracking: Siamese CNN for robust target association

26 April 2016

Laura Leal-Taixé

Cristian Canton Ferrer

Konrad Schindler

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Papers citing "Learning by tracking: Siamese CNN for robust target association"

50 / 151 papers shown

Title
Generating Realistic, Diverse, and Fault-Revealing Inputs with Latent Space Interpolation for Testing Deep Neural Networks Bin Duan Matthew B.Dwyer Guowei Yang AAML 54 0 0 22 Mar 2025
DINTR: Tracking via Diffusion-based Interpolation Pha Nguyen Ngan Le J. Cothren Alper Yilmaz Khoa Luu DiffM 93 0 0 14 Oct 2024
MCTR: Multi Camera Tracking Transformer Alexandru Niculescu-Mizil Deep Patel Iain Melvin 129 0 0 23 Aug 2024
Case-Enhanced Vision Transformer: Improving Explanations of Image Similarity with a ViT-based Similarity Metric Ziwei Zhao David B. Leake Xiaomeng Ye David J. Crandall ViT 39 1 0 24 Jul 2024
OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking Zekun Qian Ruize Han Wei Feng Junhui Hou Linqi Song Song Wang 82 1 0 19 Jul 2024
An Approximate Dynamic Programming Framework for Occlusion-Robust Multi-Object Tracking Pratyusha Musunuru Yuchao Li Jamison Weber Dimitri P. Bertsekas 89 0 0 24 May 2024
SPAMming Labels: Efficient Annotations for the Trackers of Tomorrow Orcun Cetintas Tim Meinhardt Guillem Brasó Laura Leal-Taixé 88 1 0 17 Apr 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark Sanghyun Woo Kwanyong Park Inkyu Shin Myungchul Kim In So Kweon 92 0 0 29 Mar 2024
MESA: Matching Everything by Segmenting Anything Yesheng Zhang Xu Zhao 68 7 0 30 Jan 2024
Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation Xiaoyu Lin Laurent Girin Xavier Alameda-Pineda 59 2 0 07 Dec 2023
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking Mattia Segu Bernt Schiele Fisher Yu TTA 101 13 0 03 Oct 2023
SpikeMOT: Event-based Multi-Object Tracking with Sparse Motion Features Song Wang Zhu Wang Can Li Xiaojuan Qi Hayden Kwok-Hay So 63 1 0 29 Sep 2023
Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles from Driving Scenes Youssef Shoeb Robin Shing Moon Chan Gesina Schwalbe Azarm Nowzard Fatma Guney Hanno Gottschalk 64 6 0 08 Sep 2023
UnsMOT: Unified Framework for Unsupervised Multi-Object Tracking with Geometric Topology Guidance Son N. Tran Cong Tran Anh Tran Cuong Pham VOT 67 0 0 03 Sep 2023
Z-GMOT: Zero-shot Generic Multiple Object Tracking Kim Hoang Tran Anh Duy Le Dinh Tien-Phat Nguyen Thinh Phan Pha Nguyen Khoa Luu Don Adjeroh Gianfranco Doretto Ngan Hoang Le VOT 94 7 0 28 May 2023
OVTrack: Open-Vocabulary Multiple Object Tracking Siyuan Li Tobias Fischer Lei Ke Henghui Ding Martin Danelljan Feng Yu DiffM 115 45 0 17 Apr 2023
TopTrack: Tracking Objects By Their Top Jacob Meilleur Guillaume-Alexandre Bilodeau VOT 80 0 0 12 Apr 2023
Learnable Graph Matching: A Practical Paradigm for Data Association Jiawei He Zehao Huang Naiyan Wang Zhaoxiang Zhang 81 3 0 27 Mar 2023
Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation Xiangtai Li Haobo Yuan Wenwei Zhang Guangliang Cheng Jiangmiao Pang Chen Change Loy ViT VOS 107 21 0 22 Mar 2023
Tracking by Associating Clips Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VOT 72 9 0 20 Dec 2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 70 6 0 20 Dec 2022
Unifying Short and Long-Term Tracking with Graph Hierarchies Orcun Cetintas Guillem Brasó Laura Leal-Taixé VOT 95 62 0 06 Dec 2022
CC-3DT: Panoramic 3D Object Tracking via Cross-Camera Fusion Tobias Fischer Yung-Hsu Yang Suryansh Kumar Min Sun Feng Yu 3DPC 102 28 0 02 Dec 2022
Object Permanence in Object Detection Leveraging Temporal Priors at Inference Time Michael Fürst Priyash Bhugra René Schuster D. Stricker ObjD 109 0 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 90 0 0 20 Nov 2022
Denoising Multi-Similarity Formulation: A Self-paced Curriculum-Driven Approach for Robust Metric Learning Chenkang Zhang Lei Luo Bin Gu 66 4 0 19 Nov 2022
PhysiQ: Off-site Quality Assessment of Exercise in Physical Therapy H. Wang Meiyi Ma 74 8 0 12 Nov 2022
Large Scale Real-World Multi-Person Tracking Bing Shuai Alessandro Bergamo Uta Buechler Andrew G. Berneshawi Alyssa Boden Joseph Tighe 65 13 0 03 Nov 2022
End-to-end Tracking with a Multi-query Transformer Bruno Korbar Andrew Zisserman VOT 74 6 0 26 Oct 2022
Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking? Patrick Dendorfer V. Yugay Aljosa Osep Laura Leal-Taixé 118 42 0 14 Oct 2022
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking Tobias Fischer Thomas E. Huang Jiangmiao Pang Linlu Qiu Haofeng Chen Trevor Darrell Feng Yu VOT 107 75 0 12 Oct 2022
InFi: End-to-End Learning to Filter Input for Resource-Efficiency in Mobile-Centric Inference Mu Yuan Lan Zhang Fengxiang He Xueting Tong Miao-Hui Song Zhengyuan Xu Xiang-Yang Li 49 2 0 28 Sep 2022
Transformer-based assignment decision network for multiple object tracking Athena Psalta Vasileios Tsironis K. Karantzalos VOT 120 10 0 06 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 98 51 0 03 Aug 2022
Tracking Every Thing in the Wild Siyuan Li Martin Danelljan Henghui Ding Thomas E. Huang Feng Yu 96 43 0 26 Jul 2022
TransFiner: A Full-Scale Refinement Approach for Multiple Object Tracking Bin Sun VOT 90 0 0 26 Jul 2022
MOTCOM: The Multi-Object Tracking Dataset Complexity Metric Malte Pedersen Joakim Bruslund Haurum Patrick Dendorfer T. Moeslund VOT 70 1 0 20 Jul 2022
Multi-Object Tracking and Segmentation via Neural Message Passing Guillem Brasó Orcun Cetintas Laura Leal-Taixe VOT 103 24 0 15 Jul 2022
Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation Jinxian Liu Chen Ju Weidi Xie Ya Zhang 66 39 0 26 Jun 2022
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 88 54 0 09 Jun 2022
Time3D: End-to-End Joint Monocular 3D Object Detection and Tracking for Autonomous Driving Peixuan Li Jieyu Jin 3DPC 91 48 0 30 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 170 17 0 22 May 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 99 57 0 09 May 2022
Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation Xiangtai Li Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Guangliang Cheng Yunhai Tong Chen Change Loy VOS 97 89 0 10 Apr 2022
Human Instance Segmentation and Tracking via Data Association and Single-stage Detector Lu Cheng Mingde Zhao 63 0 0 31 Mar 2022
Learning of Global Objective for Network Flow in Multi-Object Tracking Shuaiyang Li Yu Kong Hamid Rezatofighi VOT 92 20 0 30 Mar 2022
Unified Transformer Tracker for Object Tracking Fan Ma Mike Zheng Shou Linchao Zhu Haoqi Fan Yilei Xu Yi Yang Zhicheng Yan VOT 81 81 0 29 Mar 2022
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review Abolfazl Razi Xiwen Chen Huayu Li Hao Wang Brendan J. Russo Yan Chen Hongbin Yu 110 40 0 07 Mar 2022
Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder Xiaoyu Lin Laurent Girin Xavier Alameda-Pineda 72 2 0 18 Feb 2022
STURE: Spatial-Temporal Mutual Representation Learning for Robust Data Association in Online Multi-Object Tracking Haidong Wang Zhiyong Li Yaping Li Ke Nai Ming Wen VOT 54 7 0 18 Jan 2022