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

20 April 2017

Jack Valmadre

Luca Bertinetto

João F. Henriques

Andrea Vedaldi

Philip Torr

ArXiv PDF HTML

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

42 / 292 papers shown

Title
Hide and Seek tracker: Real-time recovery from target loss Alessandro Bay P. Sidiropoulos E. Vazquez Michele Sasdelli 18 0 0 20 Jun 2018
Learning to Update for Object Tracking with Recurrent Meta-learner Bi Li Wenxuan Xie Wenjun Zeng Wenyu Liu 27 25 0 19 Jun 2018
High-speed Tracking with Multi-kernel Correlation Filters Ming Tang Bin Yu Fan Zhang Jinqiao Wang 24 83 0 17 Jun 2018
Fast Kernelized Correlation Filters without Boundary Effect Ming Tang Linyu Zheng Bin Yu Jinqiao Wang 14 1 0 17 Jun 2018
On Machine Learning and Structure for Mobile Robots Markus Wulfmeier 14 6 0 15 Jun 2018
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects Adam R. Kosiorek Hyunjik Kim Ingmar Posner Yee Whye Teh BDL 29 256 0 05 Jun 2018
Synthetic data generation for end-to-end thermal infrared tracking Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 27 148 0 04 Jun 2018
MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild Yiming Lin Shiyang Cheng Jie Shen M. Pantic CVBM 30 17 0 24 May 2018
RGB-T Object Tracking:Benchmark and Baseline Chenglong Li Xinyan Liang Yijuan Lu Nan Zhao Jin Tang 21 408 0 23 May 2018
Meta-learning with differentiable closed-form solvers Luca Bertinetto João F. Henriques Philip Torr Andrea Vedaldi ODL 19 920 0 21 May 2018
Unveiling the Power of Deep Tracking Goutam Bhat Joakim Johnander Martin Danelljan Fahad Shahbaz Khan M. Felsberg 27 404 0 18 Apr 2018
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 74 501 0 12 Apr 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Guohao Li 226 789 0 28 Mar 2018
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking Dawei Du Yuankai Qi Hongyang Yu Yi-Fan Yang Kaiwen Duan Guorong Li Feiyu Xiong Qingming Huang Q. Tian 36 650 0 26 Mar 2018
Long-term Tracking in the Wild: A Benchmark Jack Valmadre Luca Bertinetto João F. Henriques R. Tao Andrea Vedaldi A. Smeulders Philip Torr E. Gavves 24 163 0 26 Mar 2018
Region-filtering Correlation Tracking Nana Fan Zhenyu He 13 6 0 23 Mar 2018
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking Feng Li Cheng Tian W. Zuo Lei Zhang Ming-Hsuan Yang 25 695 0 23 Mar 2018
Learning Dynamic Memory Networks for Object Tracking Tianyu Yang Antoni B. Chan 24 284 0 20 Mar 2018
Target Driven Instance Detection Phil Ammirato Cheng-Yang Fu Mykhailo Shvets Jana Kosecka Alexander C. Berg 14 27 0 13 Mar 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li Chen Change Loy VOS 14 196 0 12 Mar 2018
A Structural Correlation Filter Combined with A Multi-task Gaussian Particle Filter for Visual Tracking Manna Dai Shuying Cheng Xiangjian He Dadong Wang 6 3 0 03 Mar 2018
Tracking Noisy Targets: A Review of Recent Object Tracking Approaches M. Fiaz Arif Mahmood Soon Ki Jung AAML 29 49 0 09 Feb 2018
Parallel Tracking and Verifying Heng Fan Haibin Ling 37 33 0 30 Jan 2018
Comparative Study of ECO and CFNet Trackers in Noisy Environment M. Fiaz S. Javed Arif Mahmood Soon Ki Jung 18 3 0 29 Jan 2018
Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers Eunbyung Park Alexander C. Berg VOT TTA 38 166 0 09 Jan 2018
Object Referring in Videos with Language and Human Gaze A. Vasudevan Dengxin Dai Luc Van Gool VOS 23 73 0 04 Jan 2018
Robust Estimation of Similarity Transformation for Visual Object Tracking Yang Li Jianke Zhu Guosheng Lin Wenjie Song Zhefeng Wang Hantang Liu 36 96 0 14 Dec 2017
Tracking for Half an Hour R. Tao E. Gavves A. Smeulders 27 17 0 28 Nov 2017
FuCoLoT -- A Fully-Correlational Long-Term Tracker A. Lukežič L. Č. Zajc Tomás Vojír Jirí Matas Matej Kristan 26 18 0 27 Nov 2017
Hierarchical Spatial-aware Siamese Network for Thermal Infrared Object Tracking Xin Li Qiao Liu Nana Fan Zhenyu He Hongzhi Wang ViT 14 117 0 27 Nov 2017
End-to-end Flow Correlation Tracking with Spatial-temporal Attention Zheng Zhu Wei Wu Wei Zou Junjie Yan 38 264 0 03 Nov 2017
Rotation Adaptive Visual Object Tracking with Motion Consistency Litu Rout Sidhartha R. S. S. Gorthi Deepak Mishra 10 12 0 18 Sep 2017
Differentiating Objects by Motion: Joint Detection and Tracking of Small Flying Objects Ryota Yoshihashi T. Trinh Rei Kawakami Shaodi You M. Iida T. Naemura ObjD 23 6 0 14 Sep 2017
Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks Konstantin Sozykin Stanislav Protasov A. Khan Rasheed Hussain Jooyoung Lee 35 45 0 05 Sep 2017
Learning Rotation for Kernel Correlation Filter Abdullah Hamdi Guohao Li 20 0 0 11 Aug 2017
Spectral Filter Tracking Zhen Cui Youyi Cai Wen ming Zheng Jian Yang 15 16 0 18 Jul 2017
An In-Depth Analysis of Visual Tracking with Siamese Neural Networks R. Pflugfelder 19 14 0 03 Jul 2017
Hierarchical Attentive Recurrent Tracking Adam R. Kosiorek Alex Bewley Ingmar Posner VOS 25 60 0 28 Jun 2017
End-to-end Active Object Tracking via Reinforcement Learning Wenhan Luo Peng Sun Fangwei Zhong Wei Liu Yadong Mu Yizhou Wang 36 82 0 30 May 2017
Quadruplet Network with One-Shot Learning for Fast Visual Object Tracking Xingping Dong Jianbing Shen Dongming Wu Kan Guo Xiaogang Jin Fatih Porikli 31 159 0 19 May 2017
Good Features to Correlate for Visual Tracking Student Member Ieee Erhan Gundogdu A. Aydin Alatan 18 150 0 20 Apr 2017
Vision-based Real-Time Aerial Object Localization and Tracking for UAV Sensing System Yuanwei Wu Yao Sui Guanghui Wang 18 107 0 19 Mar 2017