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

20 April 2017

Jack Valmadre

Luca Bertinetto

João F. Henriques

Andrea Vedaldi

Philip Torr

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

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Title
Deep Learning for Visual Tracking: A Comprehensive Survey S. M. Marvasti-Zadeh Li Cheng Hossein Ghanei-Yakhdan S. Kasaei BDL 48 280 0 02 Dec 2019
Multi-Task Driven Feature Models for Thermal Infrared Tracking Qiao Liu Xin Li Zhenyu He Nana Fan Di Yuan Wei Liu Y. Liang 22 64 0 26 Nov 2019
Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning Ilchae Jung Kihyun You Hyeonwoo Noh Minsu Cho Bohyung Han 28 27 0 25 Nov 2019
Sub-frame Appearance and 6D Pose Estimation of Fast Moving Objects D. Rozumnyi J. Kotera F. Šroubek Jirí Matas 9 16 0 25 Nov 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 30 234 0 20 Nov 2019
TracKlinic: Diagnosis of Challenge Factors in Visual Tracking Heng Fan Fan Yang Peng Chu Lin Yuan Haibin Ling 22 17 0 18 Nov 2019
SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking Dongyan Guo Jun Wang Ying Cui Zhenhua Wang Shengyong Chen ViT 25 589 0 17 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 15 104 0 13 Nov 2019
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation Networks Kira Maag Matthias Rottmann Hanno Gottschalk 26 34 0 12 Nov 2019
Exploring 3 R's of Long-term Tracking: Re-detection, Recovery and Reliability Shyamgopal Karthik A. Moudgil Vineet Gandhi 19 5 0 27 Oct 2019
Learning to Track Any Object Achal Dave P. Tokmakov Cordelia Schmid Deva Ramanan VOS 22 9 0 25 Oct 2019
Learning Q-network for Active Information Acquisition Heejin Jeong Brent Schlotfeldt Hamed Hassani M. Morari Daniel D. Lee George J. Pappas 6 14 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 11 13 0 22 Oct 2019
BOBBY2: Buffer Based Robust High-Speed Object Tracking Keifer Lee Jun Jet Tai S. K. Phang 22 1 0 18 Oct 2019
Hierarchical Feature-Aware Tracking Wenhua Zhang L. Jiao Jia-Wei Liu 27 0 0 13 Oct 2019
SteReFo: Efficient Image Refocusing with Stereo Vision Benjamin Busam Matthieu Hog Jingyu Sun Greg Slabaugh VGen MDE 19 33 0 29 Sep 2019
Joint-task Self-supervised Learning for Temporal Correspondence Xueting Li Sifei Liu Shalini De Mello Xiaolong Wang Jan Kautz Ming-Hsuan Yang SSL 13 139 0 26 Sep 2019
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging Ayush Singh S. Salehi Ali Gholipour MedIm 21 34 0 25 Sep 2019
Augmented Memory for Correlation Filters in Real-Time UAV Tracking Yiming Li Changhong Fu Fangqiang Ding Ziyuan Huang Jia Pan 26 32 0 24 Sep 2019
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng ... Jinjun Xiong Thomas Huang Humphrey Shi Wen-mei W. Hwu Deming Chen 39 92 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 31 31 0 18 Sep 2019
GradNet: Gradient-Guided Network for Visual Object Tracking Peixia Li Boyu Chen Wanli Ouyang Dong Wang Xiaoyun Yang Huchuan Lu 22 237 0 15 Sep 2019
Human Following for Wheeled Robot with Monocular Pan-tilt Camera Zheng Zhu Hongxuan Ma Wei Zou 16 4 0 13 Sep 2019
STA: Adversarial Attacks on Siamese Trackers Xugang Wu Xiaoping Wang Xu Zhou Songlei Jian GAN AAML 24 6 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 21 4 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 40 144 0 30 Aug 2019
Learning Reinforced Attentional Representation for End-to-End Visual Tracking Peng Gao Qiquan Zhang Fei Wang Liyi Xiao Hamido Fujita Yunke Zhang 16 96 0 27 Aug 2019
High Performance Visual Object Tracking with Unified Convolutional Networks Zheng Zhu Wei Zou Guan Huang Dalong Du Chang Huang VOT 21 2 0 26 Aug 2019
Dynamic Kernel Distillation for Efficient Pose Estimation in Videos Xuecheng Nie Yuncheng Li Linjie Luo Ning Zhang Jiashi Feng 3DH 27 64 0 24 Aug 2019
DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking Mohamed H. Abdelpakey M. Shehata 20 8 0 21 Aug 2019
Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking Ziyuan Huang Changhong Fu Yiming Li Fuling Lin Peng Lu 30 297 0 06 Aug 2019
Model Decay in Long-Term Tracking E. Gavves R. Tao D. K. Gupta A. Smeulders 24 6 0 05 Aug 2019
Learning Compact Target-Oriented Feature Representations for Visual Tracking Chenglong Li Y. Huang Liang Wang Jin Tang Liang Lin 19 1 0 05 Aug 2019
Learning the Model Update for Siamese Trackers Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 33 310 0 02 Aug 2019
Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network Tao Hu Lichao Huang Xianming Liu Han Shen 11 1 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 19 165 0 30 Jul 2019
End-to-End Learning Deep CRF models for Multi-Object Tracking Jun Xiang Ma Chao Guohan Xu Jianhua Hou VOT 13 44 0 29 Jul 2019
ROAM: Recurrently Optimizing Tracking Model Tianyu Yang Pengfei Xu Runbo Hu Hua Chai Antoni B. Chan 6 92 0 28 Jul 2019
Distilled Siamese Networks for Visual Tracking Jianbing Shen Yuanpei Liu Xingping Dong Xiankai Lu Fahad Shahbaz Khan Guosheng Lin 15 101 0 24 Jul 2019
Dense Feature Aggregation and Pruning for RGBT Tracking Yabin Zhu Chenglong Li Bin Luo Jin Tang Tianlin Li 27 178 0 24 Jul 2019
Real-Time Correlation Tracking via Joint Model Compression and Transfer Ning Wang Wen-gang Zhou Yibing Song Chao Ma Houqiang Li VOT 26 41 0 23 Jul 2019
Tracking Holistic Object Representations Axel Sauer Elie Aljalbout Sami Haddadin 16 34 0 21 Jul 2019
A Strong Feature Representation for Siamese Network Tracker Zhipeng Zhou Rui Zhang Dong Yin 18 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 25 12 0 12 Jul 2019
Visual Tracking via Dynamic Memory Networks Tianyu Yang Antoni B. Chan 26 55 0 12 Jul 2019
Tracking system of Mine Patrol Robot for Low Illumination Environment Shaoze You Hua Zhu Menggang Li Lei Wang Chaoquan Tang 25 1 0 03 Jul 2019
Learning Feature Embeddings for Discriminant Model based Tracking Linyu Zheng Ming Tang Yingying Chen Jinqiao Wang Hanqing Lu 21 9 0 25 Jun 2019
CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker 16 1 0 13 Jun 2019
Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking Qiao Liu Xin Li Zhenyu He Nana Fan Di Yuan Hongpeng Wang ViT 20 143 0 09 Jun 2019
Remove Cosine Window from Correlation Filter-based Visual Trackers: When and How Feng Li Xiaohe Wu W. Zuo David C. Zhang Lei Zhang 32 9 0 16 May 2019