最近在研究 tracking,所以总结了一些较新的 tracking 相关的论文和源码。
希望能够为刚进入这个领域的同学节省一些时间。
如您有其他优秀的paper或者code,欢迎在回复中留言~谢谢!
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 (2016) 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 (2016) author: A. Milan, K. Schindler, S. Roth author homepage: http://www.milanton.de/ project page: http://www.milanton.de/dctracking/index.html
Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor (2015) author: Wongun Choi
