Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking

23 March 2018

Feng Li

Cheng Tian

W. Zuo

Lei Zhang

Ming-Hsuan Yang

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Papers citing "Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking"

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Title
SMMT: Siamese Motion Mamba with Self-attention for Thermal Infrared Target Tracking Shang Zhang Huanbin Zhang Dali Feng Yujie Cui Ruoyan Xiong Cen He Mamba 54 0 0 07 May 2025
STARS: Sparse Learning Correlation Filter with Spatio-temporal Regularization and Super-resolution Reconstruction for Thermal Infrared Target Tracking Shang Zhang Xiaobo Ding Huanbin Zhang Ruoyan Xiong Yue Zhang 26 0 0 20 Apr 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 33 0 0 19 Apr 2025
RAMCT: Novel Region-adaptive Multi-channel Tracker with Iterative Tikhonov Regularization for Thermal Infrared Tracking Shang Zhang Yuke Hou Guoqiang Gong Ruoyan Xiong Y. Zhang 24 0 0 19 Apr 2025
Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking Chaocan Xue Bineng Zhong Qihua Liang Yaozong Zheng Ning Li Yuanliang Xue Shuxiang Song 38 0 0 09 Mar 2025
Learning an Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking You Wu Yongxin Li Mengyuan Liu Xucheng Wang Xiangyang Yang Hengzhou Ye Dan Zeng Qijun Zhao Shuiwang Li 126 0 0 28 Dec 2024
NT-VOT211: A Large-Scale Benchmark for Night-time Visual Object Tracking Yu Liu Arif Mahmood Muhammad Haris Khan 21 2 0 27 Oct 2024
Progressive Representation Learning for Real-Time UAV Tracking Changhong Fu Xiang Lei Haobo Zuo L. Yao Guangze Zheng Jia-Yu Pan AI4TS 37 4 0 25 Sep 2024
Camouflaged Object Tracking: A Benchmark Xiaoyu Guo Pengzhi Zhong Hao Zhang Ling Huang Huikai Shao Qijun Zhao Shuiwang Li 57 2 0 25 Aug 2024
Learning Motion Blur Robust Vision Transformers with Dynamic Early Exit for Real-Time UAV Tracking You Wu Xucheng Wang Dan Zeng Hengzhou Ye Xiaolan Xie Qijun Zhao Shuiwang Li 35 3 0 07 Jul 2024
Tracking Reflected Objects: A Benchmark Xiaoyu Guo Pengzhi Zhong Lizhi Lin Hao Zhang Ling Huang Shuiwang Li 34 1 0 07 Jul 2024
Unsupervised Green Object Tracker (GOT) without Offline Pre-training Zhiruo Zhou Suya You C.-C. Jay Kuo VOT 34 1 0 16 Sep 2023
Robust Visual Tracking by Motion Analyzing Mohammed Leo K. Ubul ShengJie Cheng Michael Ma VOS 12 0 0 06 Sep 2023
Towards Discriminative Representations with Contrastive Instances for Real-Time UAV Tracking Dan Zeng Mingliang Zou Xucheng Wang Shuiwang Li 23 13 0 22 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
Learning Disentangled Representation with Mutual Information Maximization for Real-Time UAV Tracking Xucheng Wang Xiangyang Yang Hengzhou Ye Shuiwang Li 21 5 0 20 Aug 2023
CoTracker: It is Better to Track Together Nikita Karaev Ignacio Rocco Benjamin Graham Natalia Neverova Andrea Vedaldi Christian Rupprecht VOT ViT 51 246 0 14 Jul 2023
All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment Chunhui Zhang Xin Sun Li Liu Yiqian Yang Qiong Liu Xiaoping Zhou Yanfeng Wang 43 15 0 07 Jul 2023
SiamTHN: Siamese Target Highlight Network for Visual Tracking Jiahao Bao Kaiqiang Chen Xian Sun Liangjin Zhao Wenhui Diao M. Yan 28 13 0 22 Mar 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
Visual Object Tracking in First Person Vision Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 31 33 0 27 Sep 2022
Tracking Small and Fast Moving Objects: A Benchmark Zhewen Zhang Fuliang Wu Yuming Qiu Jingdong Liang Shuiwang Li 47 16 0 09 Sep 2022
Local Perception-Aware Transformer for Aerial Tracking Changhong Fu Wei Peng Sihang Li Junjie Ye Ziang Cao 33 8 0 01 Aug 2022
GUSOT: Green and Unsupervised Single Object Tracking for Long Video Sequences Zhiruo Zhou Hongyu Fu Suya You C.-C. Jay Kuo 13 7 0 15 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
Rank-Based Filter Pruning for Real-Time UAV Tracking Xucheng Wang Dan Zeng Qijun Zhao Shuiwang Li 47 20 0 05 Jul 2022
Sparse Regularized Correlation Filter for UAV Object Tracking with adaptive Contextual Learning and Keyfilter Selection Zhangjian Ji Kai Feng Y. Qian Jiye Liang 25 8 0 07 May 2022
Single Object Tracking Research: A Survey Ruize Han Wei Feng Qing-Wu Guo Qinghua Hu VOT 24 10 0 25 Apr 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
WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking Chunhui Zhang Guanjie Huang Li Liu Shan Huang Yinan Yang Xiang Wan Shiming Ge Dacheng Tao 36 23 0 19 Jan 2022
Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining Qing-Wu Guo Jingyang Sun Felix Juefei Xu L. Ma Di Lin Wei Feng Song Wang 18 2 0 07 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
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
Detecting and Tracking Small and Dense Moving Objects in Satellite Videos: A Benchmark Qian Yin Qingyong Hu Hao Liu Feng Zhang Yingqian Wang Zaiping Lin Wei An Yulan Guo 23 87 0 25 Nov 2021
3D Visual Tracking Framework with Deep Learning for Asteroid Exploration Dong Zhou Gunaghui Sun Xiaopeng Hong 35 6 0 21 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
Siamese Transformer Pyramid Networks for Real-Time UAV Tracking Daitao Xing N. Evangeliou Athanasios Tsoukalas Anthony Tzes ViT 33 54 0 17 Oct 2021
A Survey of Fish Tracking Techniques Based on Computer Vision Weiran Li Zhenbo Li Fei Li Meng Yuan Chaojun Cen Yanyu Qi Qiannan Guo You Li 44 0 0 06 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
Is First Person Vision Challenging for Object Tracking? Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 27 23 0 31 Aug 2021
VisEvent: Reliable Object Tracking via Collaboration of Frame and Event Flows Tianlin Li Jianing Li Lin Zhu Zhipeng Zhang Zhe Chen Xin Li Yaowei Wang Yonghong Tian Feng Wu 11 116 0 11 Aug 2021
HiFT: Hierarchical Feature Transformer for Aerial Tracking Ziang Cao Changhong Fu Junjie Ye Bowen Li Yiming Li 26 196 0 31 Jul 2021
Unsupervised Cross-Modal Distillation for Thermal Infrared Tracking Jingxian Sun Lichao Zhang Yufei Zha Abel Gonzalez-Garcia Peng Zhang Wei Huang Yanning Zhang ViT 14 27 0 31 Jul 2021
Deep Convolutional Correlation Iterative Particle Filter for Visual Tracking Reza Jalil Mozhdehi Henry Medeiros 13 8 0 07 Jul 2021
Mutation Sensitive Correlation Filter for Real-Time UAV Tracking with Adaptive Hybrid Label Guang-Zheng Zheng Changhong Fu Junjie Ye Fuling Lin Fangqiang Ding 22 38 0 15 Jun 2021
ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking Bowen Li Changhong Fu Fangqiang Ding Junjie Ye Fuling Lin 21 35 0 04 Jun 2021
Equivalence of Correlation Filter and Convolution Filter in Visual Tracking Shuiwang Li Qijun Zhao Ziliang Feng Li Lu 16 8 0 01 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 36 163 0 29 Apr 2021
Two stages for visual object tracking Fei Chen Fuhan Zhang Xiaodong Wang 28 1 0 28 Apr 2021
Learning Residue-Aware Correlation Filters and Refining Scale Estimates with the GrabCut for Real-Time UAV Tracking Shuiwang Li Yuting Liu Qijun Zhao Ziliang Feng 24 22 0 07 Apr 2021