Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook

6 December 2021

Muhammad Haris Khan

Papers citing "Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook"

50 / 107 papers shown

Title
SiamMOT: Siamese Multi-Object Tracking Bing Shuai Andrew G. Berneshawi Xinyu Li Davide Modolo Joseph Tighe VOT 63 140 0 25 May 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search B. Yan Houwen Peng Kan Wu Dong Wang Jianlong Fu Huchuan Lu 91 170 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 85 54 0 22 Apr 2021
STMTrack: Template-free Visual Tracking with Space-time Memory Networks Z. Fu Qingjie Liu Zehua Fu Yunhong Wang 72 227 0 01 Apr 2021
Learning Spatio-Temporal Transformer for Visual Tracking Bin Yan Houwen Peng Jianlong Fu Dong Wang Huchuan Lu ViT 70 727 0 31 Mar 2021
Learning Target Candidate Association to Keep Track of What Not to Track Christoph Mayer Martin Danelljan D. Paudel Luc Van Gool VOT 70 236 0 30 Mar 2021
Transformer Tracking Xin Chen Bin Yan Jiawen Zhu Dong Wang Xiaoyun Yang Huchuan Lu ViT 69 961 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,564 0 25 Mar 2021
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking Ning Wang Wen-gang Zhou Jie Wang Houqiang Li ViT 78 534 0 22 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 667 41,369 0 22 Oct 2020
Unsupervised Deep Representation Learning for Real-Time Tracking Ning Wang Wen-gang Zhou Yibing Song Chao Ma Wei Liu Houqiang Li HAI 112 103 0 22 Jul 2020
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation B. Yan Dong Wang Huchuan Lu Xiaoyun Yang 103 174 0 04 Jul 2020
Ocean: Object-aware Anchor-free Tracking Zhipeng Zhang Houwen Peng Jianlong Fu Bing Li Weiming Hu 53 649 0 18 Jun 2020
Deformable Siamese Attention Networks for Visual Object Tracking Yu Yu Yilei Xiong Weilin Huang Matthew R. Scott 75 309 0 14 Apr 2020
AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization Yiming Li Changhong Fu Fangqiang Ding Ziyuan Huang Geng Lu 69 294 0 29 Mar 2020
Probabilistic Regression for Visual Tracking Martin Danelljan Luc Van Gool Radu Timofte BDL 82 522 0 27 Mar 2020
Learning What to Learn for Video Object Segmentation Goutam Bhat Felix Järemo Lawin Martin Danelljan Andreas Robinson Michael Felsberg Luc Van Gool Radu Timofte VOS 82 158 0 25 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 71 85 0 25 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 63 317 0 24 Mar 2020
Cooling-Shrinking Attack: Blinding the Tracker with Imperceptible Noises B. Yan Dong Wang Huchuan Lu Xiaoyun Yang AAML 40 72 0 21 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 122 673 0 15 Mar 2020
Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson Felix Järemo Lawin Martin Danelljan Fahad Shahbaz Khan Michael Felsberg VOS 111 142 0 27 Feb 2020
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks Xiankai Lu Wenguan Wang Chao Ma Jianbing Shen Ling Shao Fatih Porikli VOS 82 464 0 19 Jan 2020
Siam R-CNN: Visual Tracking by Re-Detection P. Voigtlaender Jonathon Luiten Philip Torr Bastian Leibe 106 516 0 28 Nov 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 71 234 0 20 Nov 2019
SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking Dongyan Guo Jun Wang Ying Cui Zhenhua Wang Shengyong Chen ViT 76 596 0 17 Nov 2019
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines Yinda Xu Zeyu Wang Zuoxin Li Yuan Ye Gang Yu 71 819 0 14 Nov 2019
ROI Pooled Correlation Filters for Visual Tracking Yuxuan Sun Chong Sun Dong Wang You He Huchuan Lu 66 77 0 05 Nov 2019
GradNet: Gradient-Guided Network for Visual Object Tracking Peixia Li Boyu Chen Wanli Ouyang Dong Wang Xiaoyun Yang Huchuan Lu 74 238 0 15 Sep 2019
'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking B. Yan Haojie Zhao Dong Wang Huchuan Lu Xiaoyun Yang 99 158 0 04 Sep 2019
Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking Ziyuan Huang Changhong Fu Yiming Li Fuling Lin Peng Lu 60 299 0 06 Aug 2019
Learning the Model Update for Siamese Trackers Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 85 312 0 02 Aug 2019
Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking Tianyang Xu Zhenhua Feng Xiaojun Wu J. Kittler 58 166 0 30 Jul 2019
ROAM: Recurrently Optimizing Tracking Model Tianyu Yang Pengfei Xu Runbo Hu Hua Chai Antoni B. Chan 47 92 0 28 Jul 2019
Visual Tracking via Dynamic Memory Networks Tianyu Yang Antoni B. Chan 73 55 0 12 Jul 2019
How To Train Your Deep Multi-Object Tracker Yihong Xu Aljosa Osep Yutong Ban Radu Horaud Laura Leal-Taixe Xavier Alameda-Pineda VOT 94 192 0 15 Jun 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 134 1,041 0 15 Apr 2019
SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking Guangting Wang Chong Luo Zhiwei Xiong Wenjun Zeng 84 194 0 09 Apr 2019
Unsupervised Deep Tracking Ning Wang Yibing Song Chao Ma Wen-gang Zhou Wen Liu Houqiang Li 89 332 0 03 Apr 2019
Target-Aware Deep Tracking Xin Li Chao Ma Baoyuan Wu Zhenyu He Ming-Hsuan Yang 71 352 0 03 Apr 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 78 797 0 02 Mar 2019
Online Multi-Object Tracking with Instance-Aware Tracker and Dynamic Model Refreshment Peng Chu Heng Fan C. C. Tan Haibin Ling VOT 63 112 0 21 Feb 2019
Online Multi-Object Tracking with Dual Matching Attention Networks Ji Zhu Hua Yang Nian Liu Minyoung Kim Wenjun Zhang Ming-Hsuan Yang VOT 71 347 0 02 Feb 2019
Deeper and Wider Siamese Networks for Real-Time Visual Tracking Zhipeng Zhang Houwen Peng 86 849 0 07 Jan 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Yue Liu Wei Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 95 1,809 0 31 Dec 2018
Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking Heng Fan Haibin Ling 87 373 0 14 Dec 2018
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 88 1,205 0 12 Dec 2018
Object Tracking by Reconstruction with View-Specific Discriminative Correlation Filters Ugur Kart A. Lukežič Matej Kristan Joni-Kristian Kamarainen Jirí Matas 79 79 0 27 Nov 2018
ATOM: Accurate Tracking by Overlap Maximization Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 102 1,066 0 19 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 98 1,346 0 29 Oct 2018