v1v2v3 (latest)

Learning by tracking: Siamese CNN for robust target association

26 April 2016

Laura Leal-Taixé

Cristian Canton Ferrer

Konrad Schindler

ArXiv (abs)PDF HTML

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

50 / 151 papers shown

Title
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan Fahad Shahbaz Khan Muhammad Haris Khan Michael Felsberg Jirí Matas 123 135 0 06 Dec 2021
SimpleTrack: Understanding and Rethinking 3D Multi-object Tracking Ziqi Pang Zhichao Li Naiyan Wang VOT 95 143 0 18 Nov 2021
PolyTrack: Tracking with Bounding Polygons Gaspar Faure Hughes Perreault Guillaume-Alexandre Bilodeau Nicolas Saunier 58 1 0 02 Nov 2021
Multi-target tracking for video surveillance using deep affinity network: a brief review Sanam Nisar Mangi 41 1 0 29 Oct 2021
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 104 196 0 25 Oct 2021
MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? Matteo Fabbri Guillem Brasó Gianluca Maugeri Orcun Cetintas Riccardo Gasparini Aljosa Osep Simone Calderara Laura Leal-Taixe Rita Cucchiara ViT 118 109 0 21 Aug 2021
Urban Traffic Surveillance (UTS): A fully probabilistic 3D tracking approach based on 2D detections H. Bradler Adrian Kretz Rudolf Mester 61 7 0 31 May 2021
SiamMOT: Siamese Multi-Object Tracking Bing Shuai Andrew G. Berneshawi Xinyu Li Davide Modolo Joseph Tighe VOT 71 141 0 25 May 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 90 521 0 07 May 2021
EagerMOT: 3D Multi-Object Tracking via Sensor Fusion Aleksandr Kim Aljosa Osep Laura Leal-Taixé VOT 3DPC 74 187 0 29 Apr 2021
Opening up Open-World Tracking Yang Liu Idil Esen Zulfikar Jonathon Luiten Achal Dave Deva Ramanan Bastian Leibe Aljosa Osep Laura Leal-Taixé 102 54 0 22 Apr 2021
Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking Jiawei He Zehao Huang Naiyan Wang Zhaoxiang Zhang VOT 87 93 0 30 Mar 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 87 36 0 27 Mar 2021
Rethinking Deep Contrastive Learning with Embedding Memory Haozhi Zhang Xun Wang Weilin Huang Matthew R. Scott 53 3 0 25 Mar 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Dongfang Liu Yiming Cui Wenbo Tan Yingjie Chen 94 133 0 18 Mar 2021
Learning a Proposal Classifier for Multiple Object Tracking Peng Dai Renliang Weng Wongun Choi Changshui Zhang Zhangping He Wei Ding VOT 94 89 0 14 Mar 2021
4D Panoptic LiDAR Segmentation Mehmet Aygün Aljosa Osep Mark Weber Maxim Maximov C. Stachniss Jens Behley Laura Leal-Taixé 3DPC 113 68 0 24 Feb 2021
DEFT: Detection Embeddings for Tracking Mohamed Chaabane Peter Zhang J. Beveridge Stephen O'Hara VOT 161 91 0 03 Feb 2021
A two-stage data association approach for 3D Multi-object Tracking Minh-Quan Dao Vincent Frémont 3DPC VOT 42 18 0 21 Jan 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 313 778 0 07 Jan 2021
MoSen: Activity Modelling in Multiple-Occupancy Smart Homes Yuting Zhan Hamed Haddadi 53 5 0 01 Jan 2021
ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation Siyuan Qiao Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen MDE 121 145 0 09 Dec 2020
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking F. Saleh S. Aliakbarian Hamid Rezatofighi Mathieu Salzmann Stephen Gould VOT 80 74 0 03 Dec 2020
Self-Supervised Small Soccer Player Detection and Tracking Samuel Hurault C. Ballester G. Haro 75 37 0 20 Nov 2020
Multi-object tracking with self-supervised associating network Tae-Young Chung Heansung Lee Myeongah Cho Suhwan Cho Sangyoun Lee VOT 33 0 0 26 Oct 2020
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Daniel Cremers Ian Reid Stefan Roth Laura Leal-Taixé VOT 71 268 0 15 Oct 2020
GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization Ioannis Papakis Abhijit Sarkar Anuj Karpatne VOT 130 55 0 30 Sep 2020
SoDA: Multi-Object Tracking with Soft Data Association Wei-Chih Hung Henrik Kretzschmar Nayeon Lee Yuning Chai Ruichi Yu Ming-Hsuan Yang Drago Anguelov VOT 95 16 0 18 Aug 2020
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets Weihong Ren Xinchao Wang Jiandong Tian Yandong Tang Antoni B. Chan VOT 88 69 0 18 Jul 2020
End-to-End Multi-Object Tracking with Global Response Map Xingyu Wan Jiakai Cao Sanping Zhou Jinjun Wang VOT 79 0 0 13 Jul 2020
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching Xuhua Huang Jiarui Xu Yu-Wing Tai Chi-Keung Tang VOS 131 67 0 11 Jul 2020
Enhancing the Association in Multi-Object Tracking via Neighbor Graph Tianyi Liang L. Lan Zhigang Luo VOT 74 17 0 01 Jul 2020
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 193 375 0 11 Jun 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi Osvald Nitski Bo Wang Gary D. Bader SSL 149 499 0 05 Jun 2020
Simple Unsupervised Multi-Object Tracking Shyamgopal Karthik Ameya Prabhu Vineet Gandhi VOT 75 80 0 04 Jun 2020
Multi-Object Tracking with Siamese Track-RCNN Bing Shuai Andrew G. Berneshawi Davide Modolo Joseph Tighe VOT 82 32 0 16 Apr 2020
ArTIST: Autoregressive Trajectory Inpainting and Scoring for Tracking F. Saleh M. S. Aliakbarian Mathieu Salzmann Stephen Gould DiffM VOT 94 13 0 16 Apr 2020
Deep Multi-Shot Network for modelling Appearance Similarity in Multi-Person Tracking applications M. J. Gómez-Silva VOT 66 2 0 07 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 92 1,074 0 02 Apr 2020
RetinaTrack: Online Single Stage Joint Detection and Tracking Zhichao Lu V. Rathod Ronny Votel Jonathan Huang VOT 93 190 0 30 Mar 2020
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking Junbo Yin Wenguan Wang Qinghao Meng Ruigang Yang Jianbing Shen VOT 81 85 0 25 Mar 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end A. Nassar Stefano Dáronco Sébastien Lefèvre Jan Dirk Wegner ObjD 42 3 0 23 Mar 2020
Multiple Object Tracking by Flowing and Fusing Jimuyang Zhang Sanping Zhou Xin Chang Fangbin Wan Jinjun Wang Yang Wu Dong Huang VOT 126 35 0 30 Jan 2020
Learning a Neural Solver for Multiple Object Tracking Guillem Brasó Laura Leal-Taixé VOT 97 402 0 16 Dec 2019
Cross-Batch Memory for Embedding Learning Xun Wang H. Zhang Weilin Huang Matthew R. Scott 148 247 0 14 Dec 2019
Occlusion-Robust Online Multi-Object Visual Tracking using a GM-PHD Filter with CNN-Based Re-Identification N. L. Baisa VOT 154 40 0 10 Dec 2019
Locality Aware Appearance Metric for Multi-Target Multi-Camera Tracking Yunzhong Hou Liang Zheng Zhongdao Wang Shengjin Wang VOT 71 25 0 27 Nov 2019
Unsupervised Deep Metric Learning via Auxiliary Rotation Loss Xuefei Cao Bor-Chun Chen Ser-Nam Lim SSL 57 19 0 16 Nov 2019
Multiple Object Tracking with Motion and Appearance Cues Weiqiang Li Jiatong Mu Guizhong Liu VOT 88 23 0 01 Sep 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 98 211 0 16 Aug 2019