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

20 April 2017

Jack Valmadre

Luca Bertinetto

João F. Henriques

Andrea Vedaldi

Philip H. S. Torr

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

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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 33 0 0 19 Apr 2025
Distilling Channels for Efficient Deep Tracking Shiming Ge Zhao Luo Chunhui Zhang Yingying Hua Dacheng Tao 25 29 0 18 Sep 2024
Predicting the Best of N Visual Trackers B. Alawode S. Javed Arif Mahmood Jirí Matas 49 1 0 22 Jul 2024
In Defense and Revival of Bayesian Filtering for Thermal Infrared Object Tracking Peng Gao Shi-Min Li Feng Gao Fei-Yue Wang Ruyue Yuan Hamido Fujita 42 8 0 27 Feb 2024
Spatio-temporal Prompting Network for Robust Video Feature Extraction Guanxiong Sun Chi Wang Zhaoyu Zhang Jiankang Deng S. Zafeiriou Yang Hua ViT 17 4 0 04 Feb 2024
A New Dataset and a Distractor-Aware Architecture for Transparent Object Tracking A. Lukežič Ziga Trojer Jiri Matas Matej Kristan 30 2 0 08 Jan 2024
Staged Depthwise Correlation and Feature Fusion for Siamese Object Tracking Dianbo Ma Jianqiang Xiao Ziyan Gao Satoshi Yamane 33 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 19 0 0 13 Oct 2023
Grassroots Operator Search for Model Edge Adaptation Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar 19 0 0 20 Sep 2023
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation Yuanyou Xu Zongxin Yang Yi Yang VOS 50 6 0 25 Aug 2023
Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking Teli Ma Mengmeng Wang Jimin Xiao Hui-Ru Wu Yong-Jin Liu 3DPC 30 12 0 24 Aug 2023
Towards Real-World Visual Tracking with Temporal Contexts Ziang Cao Ziyuan Huang Liang Pan Shiwei Zhang Ziwei Liu Changhong Fu 32 42 0 20 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos Rui Qian Shuangrui Ding Xian Liu Dahua Lin 34 14 0 19 Aug 2023
Learning Fine-Grained Features for Pixel-wise Video Correspondences Rui Li Shenglong Zhou Dong Liu 21 6 0 06 Aug 2023
Single-Stage Visual Query Localization in Egocentric Videos Hanwen Jiang Santhosh Kumar Ramakrishnan Kristen Grauman 25 13 0 15 Jun 2023
Siamese Masked Autoencoders Agrim Gupta Jiajun Wu Jia Deng Li Fei-Fei 33 49 0 23 May 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training Wei Li Jiahao Xie Chen Change Loy SSL 35 10 0 22 Mar 2023
Adaptive Siamese Tracking with a Compact Latent Network Xingping Dong Jianbing Shen Fatih Porikli Jiebo Luo Ling Shao 35 30 0 02 Feb 2023
Self-Supervised RGB-T Tracking with Cross-Input Consistency Xingchen Zhang Y. Demiris SSL 22 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 35 0 0 22 Jan 2023
Trans2k: Unlocking the Power of Deep Models for Transparent Object Tracking A. Lukežič Ziga Trojer Juan E. Sala Matas Matej Kristan ViT 26 6 0 07 Oct 2022
3D Siamese Transformer Network for Single Object Tracking on Point Clouds Le Hui Lingpeng Wang Ling-Yu Tang Kaihao Lan Jin Xie Jian Yang ViT 3DPC 31 59 0 25 Jul 2022
SiamMask: A Framework for Fast Online Object Tracking and Segmentation Weiming Hu Qiang Wang Li Zhang Luca Bertinetto Philip H. S. Torr VOS 40 71 0 05 Jul 2022
Towards real-time and energy efficient Siamese tracking -- a hardware-software approach Dominika Przewlocka-Rus T. Kryjak 17 2 0 21 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 19 55 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 21 0 0 05 May 2022
Learning Localization-aware Target Confidence for Siamese Visual Tracking Jiahao Nie Han Wu Zhiwei He Yuxiang Yang Mingyu Gao Zhekang Dong 30 25 0 29 Apr 2022
An efficient real-time target tracking algorithm using adaptive feature fusion Yanyan Liu Changcheng Pan Minglin Bie Jin Li 14 7 0 05 Apr 2022
Robust Visual Tracking by Segmentation M. Paul Martin Danelljan Christoph Mayer Luc Van Gool VOS 21 64 0 21 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed Attention Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 28 453 0 21 Mar 2022
Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking M. Kiran Le Thanh Nguyen-Meidine R. Sahay Rafael M. O. Cruz Louis-Antoine Blais-Morin Eric Granger 13 2 0 07 Mar 2022
Generative Target Update for Adaptive Siamese Tracking M. Kiran Le Thanh Nguyen-Meidine R. Sahay Rafael M. O. Cruz Louis-Antoine Blais-Morin Eric Granger 18 1 0 21 Feb 2022
Single Object Tracking: A Survey of Methods, Datasets, and Evaluation Metrics Zahra Soleimanitaleb Mohammad Ali Keyvanrad 38 16 0 31 Jan 2022
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking Jin Gao Yan Lu Xiaojuan Qi Yutong Kou Bing Li Liang Li Shan Yu Weiming Hu 16 1 0 28 Dec 2021
A Discriminative Single-Shot Segmentation Network for Visual Object Tracking A. Lukežič Jirí Matas Matej Kristan VOS 26 9 0 22 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan F. Khan Muhammad Haris Khan M. Felsberg Jirí Matas 42 126 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 30 7 0 23 Nov 2021
Unsupervised Lightweight Single Object Tracking with UHP-SOT++ Zhiruo Zhou Hongyu Fu Suya You C.-C. Jay Kuo VOT 13 4 0 15 Nov 2021
Learning Online for Unified Segmentation and Tracking Models Tianyu Zhu Rongkai Ma Mehrtash Harandi Tom Drummond 30 4 0 12 Nov 2021
3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds Le Hui Lingpeng Wang Mingmei Cheng Jin Xie Jian Yang 3DPC 24 80 0 08 Nov 2021
Explicitly Modeling the Discriminability for Instance-Aware Visual Object Tracking Mengmeng Wang Xiao-qiang Yang Yong Liu 12 1 0 28 Oct 2021
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 29 180 0 25 Oct 2021
Active Learning for Deep Visual Tracking Di Yuan Xiaojun Chang Yi Yang Qiao Liu Dehua Wang Zhenyu He 33 86 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 26 9 0 05 Oct 2021
Real Time Monocular Vehicle Velocity Estimation using Synthetic Data Robert McCraith Lukás Neumann Andrea Vedaldi 21 3 0 16 Sep 2021
Adversarial Representation Learning With Closed-Form Solvers Bashir Sadeghi Lan Wang Vishnu Naresh Boddeti 34 5 0 12 Sep 2021
Autonomous Curiosity for Real-Time Training Onboard Robotic Agents Ervin Teng Bob Iannucci 8 6 0 29 Aug 2021
3D-SiamRPN: An End-to-End Learning Method for Real-Time 3D Single Object Tracking Using Raw Point Cloud Zheng Fang Sifan Zhou Yubo Cui Sebastian Scherer 3DPC 15 71 0 12 Aug 2021
Multi-domain Collaborative Feature Representation for Robust Visual Object Tracking Jiqing Zhang Kai Zhao B. Dong Yingkai Fu Yuxin Wang Xin Yang Baocai Yin 115 15 0 10 Aug 2021
MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking Tianlin Li Xiu Shu Shiliang Zhang Bo Jiang Yaowei Wang Yonghong Tian Feng Wu 11 50 0 22 Jul 2021