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
Siamese Natural Language Tracker: Tracking by Natural Language Descriptions with Siamese Trackers Qi Feng Vitaly Ablavsky Qinxun Bai Stan Sclaroff 177 21 0 04 Dec 2019
Improving Model Drift for Robust Object TrackingMultimedia tools and applications (MTA), 2019 Qiujie Dong Xuedong He Haiyan Ge Qin Liu Aifu Han Shengzong Zhou 85 5 0 02 Dec 2019
SPSTracker: Sub-Peak Suppression of Response Map for Robust Object TrackingAAAI Conference on Artificial Intelligence (AAAI), 2019 Qintao Hu Lijun Zhou Xiaoxiao Wang Yao Mao Jianlin Zhang QiXiang Ye 188 9 0 02 Dec 2019
Deep Learning for Visual Tracking: A Comprehensive Survey S. M. Marvasti-Zadeh Li Cheng Hossein Ghanei-Yakhdan S. Kasaei BDL 300 332 0 02 Dec 2019
Multi-Task Driven Feature Models for Thermal Infrared TrackingAAAI Conference on Artificial Intelligence (AAAI), 2019 Qiao Liu Xin Li Zhenyu He Nana Fan Di Yuan Wei Liu Y. Liang 120 71 0 26 Nov 2019
Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel PruningAAAI Conference on Artificial Intelligence (AAAI), 2019 Ilchae Jung Kihyun You Hyeonwoo Noh Minsu Cho Bohyung Han 192 29 0 25 Nov 2019
Sub-frame Appearance and 6D Pose Estimation of Fast Moving ObjectsComputer Vision and Pattern Recognition (CVPR), 2019 D. Rozumnyi J. Kotera F. Šroubek Jirí Matas 131 20 0 25 Nov 2019
D3S -- A Discriminative Single Shot Segmentation TrackerComputer Vision and Pattern Recognition (CVPR), 2019 A. Lukežič Jirí Matas Matej Kristan VOS 246 258 0 20 Nov 2019
TracKlinic: Diagnosis of Challenge Factors in Visual TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Heng Fan Fan Yang Peng Chu Lin Yuan Haibin Ling 195 17 0 18 Nov 2019
SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual TrackingComputer Vision and Pattern Recognition (CVPR), 2019 Dongyan Guo Jun Wang Ying Cui Zhenhua Wang Shengyong Chen ViT 243 692 0 17 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 202 113 0 13 Nov 2019
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation NetworksIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2019 Kira Maag Matthias Rottmann Hanno Gottschalk 202 34 0 12 Nov 2019
Exploring 3 R's of Long-term Tracking: Re-detection, Recovery and ReliabilityIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Shyamgopal Karthik A. Moudgil Vineet Gandhi 142 5 0 27 Oct 2019
Learning to Track Any Object Achal Dave P. Tokmakov Cordelia Schmid Deva Ramanan VOS 129 9 0 25 Oct 2019
Learning Q-network for Active Information AcquisitionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019 Heejin Jeong Brent Schlotfeldt Hamed Hassani M. Morari Daniel D. Lee George J. Pappas 119 18 0 23 Oct 2019
A Review of Visual Trackers and Analysis of its Application to Mobile Robot Shaoze You Hua Zhu Menggang Li Yutan Li 190 15 0 22 Oct 2019
BOBBY2: Buffer Based Robust High-Speed Object Tracking Keifer Lee Jun Jet Tai S. K. Phang 82 1 0 18 Oct 2019
Hierarchical Feature-Aware Tracking Wenhua Zhang L. Jiao Jia-Wei Liu 132 0 0 13 Oct 2019
SteReFo: Efficient Image Refocusing with Stereo Vision Benjamin Busam Matthieu Hog Jingyu Sun Greg Slabaugh VGen MDE 161 41 0 29 Sep 2019
Joint-task Self-supervised Learning for Temporal CorrespondenceNeural Information Processing Systems (NeurIPS), 2019 Xueting Li Sifei Liu Shalini De Mello Xiaolong Wang Jan Kautz Ming-Hsuan Yang SSL 192 152 0 26 Sep 2019
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal ImagingIEEE Transactions on Medical Imaging (TMI), 2019 Ayush Singh S. Salehi Ali Gholipour MedIm 147 38 0 25 Sep 2019
Augmented Memory for Correlation Filters in Real-Time UAV TrackingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019 Yiming Li Changhong Fu Fangqiang Ding Ziyuan Huang Jia Pan 152 37 0 24 Sep 2019
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded SystemsConference on Machine Learning and Systems (MLSys), 2019 Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng ... Jinjun Xiong Thomas Huang Humphrey Shi Wen-mei W. Hwu Deming Chen 188 95 0 20 Sep 2019
Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator Matteo Dunnhofer N. Martinel G. Foresti C. Micheloni OffRL 145 32 0 18 Sep 2019
GradNet: Gradient-Guided Network for Visual Object TrackingIEEE International Conference on Computer Vision (ICCV), 2019 Peixia Li Boyu Chen Wanli Ouyang Dong Wang Xiaoyun Yang Huchuan Lu 148 252 0 15 Sep 2019
Human Following for Wheeled Robot with Monocular Pan-tilt Camera Zheng Zhu Hongxuan Ma Wei Zou 115 4 0 13 Sep 2019
STA: Adversarial Attacks on Siamese Trackers Xugang Wu Xiaoping Wang Xu Zhou Songlei Jian GAN AAML 152 7 0 08 Sep 2019
Flow Guided Short-term Trackers with Cascade Detection for Long-term Tracking Han-Ching Wu X. Yang Yong Yang Guizhong Liu VOT 99 5 0 01 Sep 2019
Multi-Modal Fusion for End-to-End RGB-T Tracking Lichao Zhang Martin Danelljan Abel Gonzalez-Garcia Joost van de Weijer Fahad Shahbaz Khan 146 180 0 30 Aug 2019
Learning Reinforced Attentional Representation for End-to-End Visual TrackingInformation Sciences (Inf. Sci.), 2019 Peng Gao Qiquan Zhang Haiwei Yang Liyi Xiao Hamido Fujita Yunke Zhang 245 98 0 27 Aug 2019
High Performance Visual Object Tracking with Unified Convolutional Networks Zheng Zhu Wei Zou Guan Huang Dalong Du Chang Huang VOT 116 2 0 26 Aug 2019
Dynamic Kernel Distillation for Efficient Pose Estimation in VideosIEEE International Conference on Computer Vision (ICCV), 2019 Xuecheng Nie Yuncheng Li Linjie Luo Ning Zhang Jiashi Feng 3DH 141 72 0 24 Aug 2019
DomainSiam: Domain-Aware Siamese Network for Visual Object TrackingInternational Symposium on Visual Computing (ISVC), 2019 Mohamed H. Abdelpakey M. Shehata 99 8 0 21 Aug 2019
Learning Aberrance Repressed Correlation Filters for Real-Time UAV TrackingIEEE International Conference on Computer Vision (ICCV), 2019 Ziyuan Huang Changhong Fu Yiming Li Fuling Lin Peng Lu 190 336 0 06 Aug 2019
Model Decay in Long-Term TrackingInternational Conference on Pattern Recognition (ICPR), 2019 E. Gavves R. Tao D. K. Gupta A. Smeulders 131 6 0 05 Aug 2019
Learning Compact Target-Oriented Feature Representations for Visual Tracking Chenglong Li Y. Huang Liang Wang Jin Tang Liang Lin 66 1 0 05 Aug 2019
Learning the Model Update for Siamese TrackersIEEE International Conference on Computer Vision (ICCV), 2019 Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 198 356 0 02 Aug 2019
Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network Tao Hu Lichao Huang Xianming Liu Han Shen 131 1 0 02 Aug 2019
Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object TrackingIEEE International Conference on Computer Vision (ICCV), 2019 Tianyang Xu Zhenhua Feng Xiaojun Wu J. Kittler 186 181 0 30 Jul 2019
End-to-End Learning Deep CRF models for Multi-Object Tracking Jun Xiang Ma Chao Guohan Xu Jianhua Hou VOT 142 47 0 29 Jul 2019
ROAM: Recurrently Optimizing Tracking ModelComputer Vision and Pattern Recognition (CVPR), 2019 Tianyu Yang Pengfei Xu Runbo Hu Hua Chai Antoni B. Chan 266 103 0 28 Jul 2019
Distilled Siamese Networks for Visual TrackingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Jianbing Shen Yuanpei Liu Xingping Dong Xiankai Lu Fahad Shahbaz Khan Guosheng Lin 265 124 0 24 Jul 2019
Dense Feature Aggregation and Pruning for RGBT TrackingACM Multimedia (ACM MM), 2019 Yabin Zhu Chenglong Li Bin Luo Jin Tang Tianlin Li 166 202 0 24 Jul 2019
Real-Time Correlation Tracking via Joint Model Compression and TransferIEEE Transactions on Image Processing (TIP), 2019 Ning Wang Wen-gang Zhou Yibing Song Chao Ma Houqiang Li VOT 166 48 0 23 Jul 2019
Tracking Holistic Object RepresentationsBritish Machine Vision Conference (BMVC), 2019 Axel Sauer Elie Aljalbout Sami Haddadin 119 38 0 21 Jul 2019
A Strong Feature Representation for Siamese Network TrackerMultimedia tools and applications (MTA), 2019 Zhipeng Zhou Rui Zhang Dong Yin 117 1 0 18 Jul 2019
End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning F. Fuchs Adam R. Kosiorek Li Sun Oiwi Parker Jones Ingmar Posner VOT 501 14 0 12 Jul 2019
Visual Tracking via Dynamic Memory NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Tianyu Yang Antoni B. Chan 224 62 0 12 Jul 2019
Tracking system of Mine Patrol Robot for Low Illumination Environment Shaoze You Hua Zhu Menggang Li Lei Wang Chaoquan Tang 148 1 0 03 Jul 2019
Learning Feature Embeddings for Discriminant Model based Tracking Linyu Zheng Ming Tang Yingying Chen Jinqiao Wang Hanqing Lu 146 9 0 25 Jun 2019