Visual Tracking 领域最新paper与code

Visual Tracking 领域最新paper与code

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking (VOT2015 冠军) 
author: Hyeonseob Nam, Bohyung Han 
homepage: http://cvlab.postech.ac.kr/research/mdnet/ 
code: https://github.com/HyeonseobNam/MDNet 
阅读笔记: http://blog.csdn.net/cyh_24/article/details/51590174

Learning to Track: Online Multi-Object Tracking by Decision Making (ICCV 2015) 
author: Yu Xiang, Alexandre Alahi, Silvio Savarese 
slides: https://yuxng.github.io/Xiang_ICCV15_12162015.pdf 
code: https://github.com/yuxng/MDP_Tracking

Hierarchical Convolutional Features for Visual Tracking (ICCV 2015) 
author: Chao Ma, Jia-Bin Huang, Xiaokang Yang, Ming-Husan Yang 
project page: https://sites.google.com/site/jbhuang0604/publications/cf2 
code: https://github.com/jbhuang0604/CF2

Robust Visual Tracking via Convolutional Networks without Training (2015) 
author: Kaihua Zhang, Qingshan Liu, Yi Wu, and Ming-Hsuan Yang 
code: http://kaihuazhang.net/CNT_matlab.rar

Transferring Rich Feature Hierarchies for Robust Visual Tracking (2015) 
author: Naiyan Wang, Siyi Li, Abhinav Gupta, Dit-Yan Yeung 
slides: http://valse.mmcheng.net/ftp/20150325/RVT.pptx

Understanding and Diagnosing Visual Tracking Systems (ICCV 2015) 
author: Naiyan Wang, Jianping Shi, Dit-Yan Yeung, Jiaya Jia 
project page: http://winsty.net/tracker_diagnose.html 
code: http://120.52.72.43/winsty.net/c3pr90ntcsf0/diagnose/diagnose_code.zip

RATM: Recurrent Attentive Tracking Model (2015) 
author: Samira Ebrahimi Kahou, Vincent Michalski, Roland Memisevic 
code: https://github.com/saebrahimi/RATM

Visual Tracking with Fully Convolutional Networks (ICCV 2015) 
author: Lijun Wang, Wanli Ouyang, Xiaogang Wang, Huchuan Lu 
code: https://github.com/scott89/FCNT

Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks (AAAI 2016) 
author: Peter Ondr úška and Ingmar Posner 
code: https://github.com/pondruska/DeepTracking

Learning to Track at 100 FPS with Deep Regression Networks (2016) 
author: David Held, Sebastian Thrun, Silvio Savarese

Online Multi-target Tracking using Recurrent Neural Networks 
author: Anton Milan, Seyed Hamid Rezatofighi, Anthony Dick, Konrad Schindler, Ian Reid 
code: https://bitbucket.org/amilan/rnntracking

Multi-Target Tracking by Discrete-Continuous Energy Minimization 
author: A. Milan, K. Schindler, S. Roth 
author homepage: http://www.milanton.de/ 
project page: http://www.milanton.de/dctracking/index.html

你可能感兴趣的:(DeepLearning,Statistics,&,Machine,Learning,VC)