End-to-end representation learning for Correlation Filter based tracking

20 April 2017

Jack Valmadre

Luca Bertinetto

João F. Henriques

Andrea Vedaldi

Juil Sock

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Papers citing "End-to-end representation learning for Correlation Filter based tracking"

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Title
An Analysis of Kalman Filter based Object Tracking Methods for Fast-Moving Tiny Objects Prithvi Raj Singh Raju N. Gottumukkala Anthony Maida 60 1 0 22 Sep 2025
ReasoningTrack: Chain-of-Thought Reasoning for Long-term Vision-Language Tracking Xiao Wang Liye Jin Xufeng Lou Shiao Wang Lan Chen Bo Jiang Zhipeng Zhang LRM 73 1 0 07 Aug 2025
FRAME: Pre-Training Video Feature Representations via Anticipation and Memory Sethuraman TV Savya Khosla Vignesh Srinivasakumar Jiahui Huang Seoung Wug Oh Simon Jenni Derek Hoiem Joon-Young Lee 150 1 0 05 Jun 2025
DCFG: Diverse Cross-Channel Fine-Grained Feature Learning and Progressive Fusion Siamese Tracker for Thermal Infrared Target Tracking Ruoyan Xiong Yuke Hou Princess Retor Torboh Hui He Huanbin Zhang Yue Zhang Yidan Wang Huipan Guan Shang Zhang 194 0 0 19 Apr 2025
Distilling Channels for Efficient Deep TrackingIEEE Transactions on Image Processing (TIP), 2019 Shiming Ge Zhao Luo Chunhui Zhang Yingying Hua Dacheng Tao 178 36 0 18 Sep 2024
Predicting the Best of N Visual Trackers B. Alawode S. Javed Arif Mahmood Jirí Matas 269 1 0 22 Jul 2024
In Defense and Revival of Bayesian Filtering for Thermal Infrared Object Tracking Peng Gao Shi-Min Li Feng Gao Haiwei Yang Ruyue Yuan Hamido Fujita 230 13 0 27 Feb 2024
Spatio-temporal Prompting Network for Robust Video Feature Extraction Guanxiong Sun Chi Wang Zhaoyu Zhang Jiankang Deng Stefanos Zafeiriou Yang Hua ViT 150 7 0 04 Feb 2024
A New Dataset and a Distractor-Aware Architecture for Transparent Object TrackingInternational Journal of Computer Vision (IJCV), 2024 A. Lukežič Ziga Trojer Jiri Matas Matej Kristan 155 4 0 08 Jan 2024
Staged Depthwise Correlation and Feature Fusion for Siamese Object Tracking Dianbo Ma Jianqiang Xiao Ziyan Gao Satoshi Yamane 142 1 0 15 Oct 2023
MEMTRACK: A Deep Learning-Based Approach to Microrobot Tracking in Dense and Low-Contrast Environments Medha Sawhney Bhas Karmarkar E. Leaman Arka Daw Anuj Karpatne B. Behkam 71 0 0 13 Oct 2023
Grassroots Operator Search for Model Edge Adaptation Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar 193 0 0 20 Sep 2023
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Yuanyou Xu Zongxin Yang Yi Yang VOS 232 16 0 25 Aug 2023
Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object TrackingIEEE International Conference on Computer Vision (ICCV), 2023 Teli Ma Mengmeng Wang Jimin Xiao Hui-Ru Wu Yong-Jin Liu 3DPC 150 17 0 24 Aug 2023
Towards Real-World Visual Tracking with Temporal ContextsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Ziang Cao Ziyuan Huang Liang Pan Shiwei Zhang Ziwei Liu Changhong Fu 149 81 0 20 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in VideosIEEE International Conference on Computer Vision (ICCV), 2023 Rui Qian Shuangrui Ding Xian Liu Dahua Lin 322 21 0 19 Aug 2023
Learning Fine-Grained Features for Pixel-wise Video CorrespondencesIEEE International Conference on Computer Vision (ICCV), 2023 Rui Li Shenglong Zhou Dong Liu 179 7 0 06 Aug 2023
Single-Stage Visual Query Localization in Egocentric VideosNeural Information Processing Systems (NeurIPS), 2023 Hanwen Jiang Santhosh Kumar Ramakrishnan Kristen Grauman 230 19 0 15 Jun 2023
Siamese Masked AutoencodersNeural Information Processing Systems (NeurIPS), 2023 Agrim Gupta Jiajun Wu Gaowen Liu Li Fei-Fei 128 79 0 23 May 2023
Correlational Image Modeling for Self-Supervised Visual Pre-TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Wei Li Jiahao Xie Chen Change Loy SSL 245 17 0 22 Mar 2023
Adaptive Siamese Tracking with a Compact Latent NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Xingping Dong Jianbing Shen Fatih Porikli Jiebo Luo Ling Shao 188 38 0 02 Feb 2023
Self-Supervised RGB-T Tracking with Cross-Input Consistency Xingchen Zhang Y. Demiris SSL 159 1 0 26 Jan 2023
DASTSiam: Spatio-Temporal Fusion and Discriminative Augmentation for Improved Siamese Tracking Yucheng Huang Eksan Firkat Ziwang Xiao Jihong Zhu A. Hamdulla ViT 96 0 0 22 Jan 2023
Trans2k: Unlocking the Power of Deep Models for Transparent Object TrackingBritish Machine Vision Conference (BMVC), 2022 A. Lukežič Ziga Trojer Juan E. Sala Matas Matej Kristan ViT 211 6 0 07 Oct 2022
3D Siamese Transformer Network for Single Object Tracking on Point CloudsEuropean Conference on Computer Vision (ECCV), 2022 Le Hui Lingpeng Wang Ling-Yu Tang Kaihao Lan Jin Xie Jian Yang ViT 3DPC 175 73 0 25 Jul 2022
SiamMask: A Framework for Fast Online Object Tracking and SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Weiming Hu Qiang Wang Li Zhang Luca Bertinetto Juil Sock VOS 167 111 0 05 Jul 2022
Towards real-time and energy efficient Siamese tracking -- a hardware-software approachDesign & Architectures for Signal & Image Processing (DASIP), 2022 Dominika Przewlocka-Rus T. Kryjak 112 2 0 21 May 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive AnalysisArtificial Intelligence Review (Artif Intell Rev), 2022 Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 287 70 0 09 May 2022
A Bayesian Detect to Track System for Robust Visual Object Tracking and Semi-Supervised Model Learning Yan Shen Zhanghexuan Ji Chunwei Ma Mingchen Gao 98 0 0 05 May 2022
Learning Localization-aware Target Confidence for Siamese Visual TrackingIEEE transactions on multimedia (IEEE TMM), 2022 Jiahao Nie Han Wu Zhiwei He Yuxiang Yang Mingyu Gao Zhekang Dong 182 39 0 29 Apr 2022
An efficient real-time target tracking algorithm using adaptive feature fusionJournal of Visual Communication and Image Representation (JVCIR), 2022 Yanyan Liu Changcheng Pan Minglin Bie Jin Li 78 7 0 05 Apr 2022
Robust Visual Tracking by SegmentationEuropean Conference on Computer Vision (ECCV), 2022 M. Paul Martin Danelljan Christoph Mayer Luc Van Gool VOS 153 81 0 21 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed AttentionComputer Vision and Pattern Recognition (CVPR), 2022 Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 264 668 0 21 Mar 2022
Dynamic Template Selection Through Change Detection for Adaptive Siamese TrackingIEEE International Joint Conference on Neural Network (IJCNN), 2022 M. Kiran Le Thanh Nguyen-Meidine R. Sahay Rafael M. O. Cruz Louis-Antoine Blais-Morin Mohammadhadi Shateri 92 2 0 07 Mar 2022
Generative Target Update for Adaptive Siamese TrackingInternational Conferences on Pattern Recognition and Artificial Intelligence (ICCPRAI), 2022 M. Kiran Le Thanh Nguyen-Meidine R. Sahay Rafael M. O. Cruz Louis-Antoine Blais-Morin Mohammadhadi Shateri 89 1 0 21 Feb 2022
Single Object Tracking: A Survey of Methods, Datasets, and Evaluation Metrics Zahra Soleimanitaleb Mohammad Ali Keyvanrad 117 23 0 31 Jan 2022
Recursive Least-Squares Estimator-Aided Online Learning for Visual TrackingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Jin Gao Yan Lu Xiaojuan Qi Yutong Kou Bing Li Liang Li Shan Yu Weiming Hu 141 3 0 28 Dec 2021
A Discriminative Single-Shot Segmentation Network for Visual Object TrackingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 A. Lukežič Jirí Matas Matej Kristan VOS 211 14 0 22 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and OutlookIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 S. Javed Martin Danelljan Fahad Shahbaz Khan Muhammad Haris Khan Michael Felsberg Jirí Matas 203 180 0 06 Dec 2021
Learning Dynamic Compact Memory Embedding for Deformable Visual Object Tracking Pengfei Zhu Hongtao Yu Kaihua Zhang Yu Wang Shuai Zhao Lei Wang Tianzhu Zhang Q. Hu VOS 127 7 0 23 Nov 2021
Unsupervised Lightweight Single Object Tracking with UHP-SOT++ Zhiruo Zhou Hongyu Fu Suya You C.-C. Jay Kuo VOT 184 4 0 15 Nov 2021
Learning Online for Unified Segmentation and Tracking ModelsIEEE International Joint Conference on Neural Network (IJCNN), 2021 Tianyu Zhu Rongkai Ma Mehrtash Harandi Tom Drummond 103 4 0 12 Nov 2021
3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds Le Hui Lingpeng Wang Mingmei Cheng Jin Xie Zhiqiang Wang 3DPC 134 93 0 08 Nov 2021
Explicitly Modeling the Discriminability for Instance-Aware Visual Object Tracking Mengmeng Wang Xiao-qiang Yang Yong Liu 125 1 0 28 Oct 2021
Deep Learning for UAV-based Object Detection and Tracking: A SurveyIEEE Geoscience and Remote Sensing Magazine (GRSM), 2021 Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 187 241 0 25 Oct 2021
Active Learning for Deep Visual Tracking Di Yuan Xiaojun Chang Yi Yang Qiao Liu Dehua Wang Zhenyu He 152 122 0 17 Oct 2021
UHP-SOT: An Unsupervised High-Performance Single Object Tracker Zhiruo Zhou Hongyu Fu Suya You Christoph Borel-Donohue C.-C. Jay Kuo VOT 237 9 0 05 Oct 2021
Real Time Monocular Vehicle Velocity Estimation using Synthetic Data Robert McCraith Lukás Neumann Andrea Vedaldi 65 4 0 16 Sep 2021
Adversarial Representation Learning With Closed-Form Solvers Bashir Sadeghi Lan Wang Vishnu Boddeti 130 5 0 12 Sep 2021
Autonomous Curiosity for Real-Time Training Onboard Robotic AgentsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Ervin Teng Bob Iannucci 94 6 0 29 Aug 2021