FastDeRain

The Matlab implementation and video results of FastDeRain

--------------Brief description-------------------------------------------

This folder contains the implementation of the algorithm for video rain streaks removal named FastDeRain.

An early material of the this menthod is:
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang; ''A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors'' The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, pp. 4057-4066
Aailable at: http://openaccess.thecvf.com/content_cvpr_2017/papers/Jiang_A_Novel_Tensor-Based_CVPR_2017_paper.pdf or http://ieeexplore.ieee.org/document/8099784/

The preprint of the extended journal version:
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang; “Fastderain: A novel video rain streak removal method using directional gradient priors,” ArXiv e-prints, 2018.
is now vailable at https://arxiv.org/abs/1803.07487.

If you use this code, please cite

  @InProceedings{Jiang_2017_CVPR,
     author    = {Jiang, Tai-Xiang and Huang, Ting-Zhu and Zhao, Xi-Le and Deng, Liang-Jian and Wang, Yao},
     title     = {A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors},
     booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
     month     = {July},
     pages     = {2818-2827},
     doi       = {10.1109/CVPR.2017.301},
     year      = {2017}}

  @article{Jiang2018FastDeRain,
     author = {Jiang, Tai-Xiang and Huang, Ting-Zhu and Zhao, Xi-Le and Deng, Liang-Jian and Wang, Yao},
      title = {FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors},
    journal = {ArXiv e-prints},
     eprint = {1803.07487},
       year = {2018},
       url  = {https://arxiv.org/pdf/1803.07487.pdf}}

Meanwhile, our method for single image rain streaks removal are detailed in this article:
Liang-Jian Deng, Ting-Zhu Huang, Xi-Le Zhao, and Tai-Xiang Jiang; "A directional global sparse model for single image rain removal." Applied Mathematical Modelling (2018).
Corresponding codes are compressed in the file "UGSM_v2.0.zip".

     @article{deng2018directional,
       title     = {A directional global sparse model for single image rain removal},
       author    = {Deng, Liang-Jian and Huang, Ting-Zhu and Zhao, Xi-Le and Jiang, Tai-Xiang},
       journal   = {Applied Mathematical Modelling},
       volume    = {59},
       pages     = {662 -- 679},
       year      = {2018},
       publisher = {Elsevier}
       doi       = {10.1016/j.apm.2018.03.001}}

(The .p files will be replaced by .m files as soon as possible.)
Contact: [email protected]
https://sites.google.com/view/taixiangjiang/
Date: 03/03/2018