Visual Tracking 领域最新paper与code

    xiaoxiao2026-01-13  0

    Visual Tracking 领域最新paper与code

    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

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