FastDeRain
| Author | Tai-Xiang Jiang |
|---|---|
| [email protected] |
Use of these codes is free for research purposes only.
The Matlab implementation of FastDeRain:
FastDeRain: A novel video rain streak removal method using directional gradient priors, IEEE Transactions on Image Processing, 2018. [pdf]
and DIP:
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors, CVPR 2017. [PDF]
--
Updating: A lite version has been released
[Google Cloud] [Baidu Yun] key: eukg
Brief description
This folder contains the implementation of the algorithm for video rain streaks removal named FastDeRain.
Main file:
| File name | Description |
|---|---|
| Demo.m | Demo of the conparison including: |
| FastDeRain TIP2018 implemented on GPU (it's easy to transfer the code to a CPU version) | |
| DIP CVPR 2017 implemented on GPU(it's easy to transfer the code to a CPU version) | |
| MS-CSC CVPR 2018 partially implemented on GPU) | |
| SPAC-CNN CVPR 2018 implemented on GPU (MatConNet) | |
| DDN CVPR 2017 single image method (MatConNet) | |
| TCL TIP 2015 |
Other file:
- A brief collection of works on image and video rain removal
- File "UGSM_v3.0.zip": our method for single image rain streaks removal 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).\ - File "yard.mp4" : the rainy video captured by Liang-Jian Deng.
Date: 20/Nov./2018
If you use this code, please cite
@article{jiang2018fastderain,
title={Fastderain: A novel video rain streak removal method using directional gradient priors},
author={Jiang, Tai-Xiang and Huang, Ting-Zhu and Zhao, Xi-Le and Deng, Liang-Jian and Wang, Yao},
journal={IEEE Transactions on Image Processing},
volume={28},
number={4},
pages={2089--2102},
year={2018},
publisher={IEEE}}
@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 = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {July},
pages = {2818-2827},
doi = {10.1109/CVPR.2017.301},
year = {2017}}