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
Learning Cascaded Siamese Networks for High Performance Visual Tracking Peng Gao Yipeng Ma Ruyue Yuan Liyi Xiao Fei-Yue Wang 27 9 0 08 May 2019
Physical Adversarial Textures that Fool Visual Object Tracking R. Wiyatno Anqi Xu AAML 21 73 0 24 Apr 2019
Siamese Attentional Keypoint Network for High Performance Visual Tracking Peng Gao Ruyue Yuan Yipeng Ma Liyi Xiao Hamido Fujita Yan Zhang 18 101 0 23 Apr 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 32 1,028 0 15 Apr 2019
SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking Guangting Wang Chong Luo Zhiwei Xiong Wenjun Zeng 36 193 0 09 Apr 2019
Prediction-Tracking-Segmentation Jianren Wang Yihui He Xiaobo Wang Xinjia Yu Xia Chen VOS 37 13 0 05 Apr 2019
Unsupervised Deep Tracking Ning Wang Yibing Song Chao Ma Wen-gang Zhou Wei Liu Houqiang Li 24 332 0 03 Apr 2019
Target-Aware Deep Tracking Xin Li Chao Ma Baoyuan Wu Zhenyu He Ming-Hsuan Yang 24 352 0 03 Apr 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 24 486 0 18 Mar 2019
$Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation ($\text{POINT}^2$)$ Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation ( $\text{POINT}^2$ ) Haofu Liao Wei-An Lin Jiarui Zhang Jingdan Zhang Jiebo Luo S. Kevin Zhou 3DPC 26 46 0 10 Mar 2019
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network Xiaolong Jiang Zehao Xiao Baochang Zhang Xiantong Zhen Xianbin Cao David Doermann Ling Shao 3DV 19 324 0 03 Mar 2019
TCDCaps: Visual Tracking via Cascaded Dense Capsules D. Ma Xiangqian Wu 19 4 0 26 Feb 2019
Real-time tracker with fast recovery from target loss Alessandro Bay P. Sidiropoulos E. Vazquez Michele Sasdelli 16 0 0 12 Feb 2019
SiamVGG: Visual Tracking using Deeper Siamese Networks Yuhong Li Xiaofan Zhang Deming Chen ViT 52 47 0 07 Feb 2019
Learning to Learn in Simulation Ervin Teng Bob Iannucci 19 1 0 05 Feb 2019
End-to-end feature fusion siamese network for adaptive visual tracking Dongyan Guo Jun Wang Weixuan Zhao Ying Cui Zhenhua Wang Shengyong Chen 14 5 0 04 Feb 2019
Siamese Networks with Location Prior for Landmark Tracking in Liver Ultrasound Sequences Alvaro Gomariz Weiye Li Ece Ozkan C. Tanner Orçun Göksel MedIm 14 35 0 23 Jan 2019
Deeper and Wider Siamese Networks for Real-Time Visual Tracking Zhipeng Zhang Houwen Peng 46 840 0 07 Jan 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Bo-wen Li Wei Yu Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 38 1,793 0 31 Dec 2018
Towards Visible and Thermal Drone Monitoring with Convolutional Neural Networks Yeon-Chang Wang Yueru Chen Jongmoo Choi C.-C. Jay Kuo 15 30 0 19 Dec 2018
Model-free Tracking with Deep Appearance and Motion Features Integration Xiaolong Jiang Peizhao Li Xiantong Zhen Xianbin Cao VOT 22 11 0 16 Dec 2018
Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking Heng Fan Haibin Ling 18 371 0 14 Dec 2018
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 16 1,200 0 12 Dec 2018
Material Based Object Tracking in Hyperspectral Videos: Benchmark and Algorithms Fengchao Xiong Jun Zhou Y. Qian VOS 25 175 0 11 Dec 2018
Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends M. Fiaz Arif Mahmood S. Javed Soon Ki Jung 49 9 0 06 Dec 2018
CyLKs: Unsupervised Cycle Lucas-Kanade Network for Landmark Tracking Xinshuo Weng Wentao Han 25 4 0 28 Nov 2018
Integrated Object Detection and Tracking with Tracklet-Conditioned Detection Zheng-Wei Zhang Dazhi Cheng Xizhou Zhu Stephen Lin Jifeng Dai ObjD 37 48 0 27 Nov 2018
Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking Tianlin Li Chenglong Li Rui Yang Tianzhu Zhang Jin Tang B. Luo 35 30 0 25 Nov 2018
FANet: Quality-Aware Feature Aggregation Network for Robust RGB-T Tracking Yabin Zhu Chenglong Li B. Luo Jin Tang 11 18 0 24 Nov 2018
ATOM: Accurate Tracking by Overlap Maximization Martin Danelljan Goutam Bhat F. Khan M. Felsberg 27 1,056 0 19 Nov 2018
Feature Selection Convolutional Neural Networks for Visual Tracking Zhiyan Cui N. Lu VOT 22 0 0 09 Nov 2018
High Speed Tracking With A Fourier Domain Kernelized Correlation Filter Jingwei Liu Zhengguo Li Rong Sun C. Wen 21 1 0 08 Nov 2018
Correlation Filter Selection for Visual Tracking Using Reinforcement Learning Yanchun Xie Jimin Xiao Hassan Jameel Asghar Jeyarajan Thiyagalingam Dali Kaafar 18 21 0 08 Nov 2018
DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking Qiangqiang Wu Marcin Skibinski Yanjie Liang Yi Liu Hanzi Wang 29 8 0 06 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 46 1,322 0 29 Oct 2018
Efficient Multi-level Correlating for Visual Tracking Yipeng Ma C. Yuan Peng Gao Fei Wang VOT 11 6 0 13 Oct 2018
Deep Attentive Tracking via Reciprocative Learning Shi Pu Yibing Song Chao Ma Honggang Zhang Ming-Hsuan Yang 22 166 0 09 Oct 2018
Visual Object Tracking based on Adaptive Siamese and Motion Estimation Network Hossein Kashiani S. B. Shokouhi 19 18 0 29 Sep 2018
Deformable Object Tracking with Gated Fusion Wenxi Liu Yibing Song Dengsheng Chen Shengfeng He Yuanlong Yu Tao Yan Gerhard Hancke Rynson W. H. Lau VOT 21 32 0 27 Sep 2018
LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking Heng Fan Liting Lin Fan Yang Peng Chu Ge Deng Sijia Yu Hexin Bai Yong-mei Xu Chunyuan Liao Haibin Ling VOT 15 1,151 0 20 Sep 2018
DensSiam: End-to-End Densely-Siamese Network with Self-Attention Model for Object Tracking Mohamed H. Abdelpakey M. Shehata Mostafa M. Mohamed 18 43 0 07 Sep 2018
Real-Time MDNet Ilchae Jung Jeany Son Mooyeol Baek Bohyung Han 22 272 0 27 Aug 2018
Multi-Branch Siamese Networks with Online Selection for Object Tracking Zhenxi Li Guillaume-Alexandre Bilodeau W. Bouachir VOT 13 6 0 22 Aug 2018
Distractor-aware Siamese Networks for Visual Object Tracking Zheng Zhu Qiang Wang Bo-wen Li Wei Yu Wu Junjie Yan Weiming Hu 36 1,166 0 18 Aug 2018
End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning Wenhan Luo Peng Sun Fangwei Zhong Wei Liu Tong Zhang Yizhou Wang 19 124 0 10 Aug 2018
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking Tianyang Xu Zhenhua Feng Xiaojun Wu J. Kittler 26 322 0 30 Jul 2018
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking Yingjie Yao Xiaohe Wu Lei Zhang Shiguang Shan W. Zuo 39 49 0 29 Jul 2018
Stochastic Channel Decorrelation Network and Its Application to Visual Tracking Jie Guo Tingfa Xu Shenwang Jiang Ziyi Shen 13 0 0 03 Jul 2018
Fast Dynamic Convolutional Neural Networks for Visual Tracking Zhiyan Cui N. Lu 22 7 0 29 Jun 2018
State-aware Anti-drift Robust Correlation Tracking Yuqi Han Chenwei Deng Zengshuo Zhang Dacheng Tao Baojun Zhao 13 46 0 28 Jun 2018