Learning Deep CNN Denoiser Prior for Image Restoration

Learning Deep CNN Denoiser Prior for Image Restoration, CVPR, 2017

We plug the CNN denoisers into the half quadratic splitting (HQS) algorithm to solve the following image restoration tasks:
- Image Deblurring
- Image Inpainting
- Single Image Super-Resolution
- Color Image Demosaicking
No task-specific training is done for the above tasks.

Paper Link: http://openaccess.thecvf.com/content_cvpr_2017/papers/Zhang_Learning_Deep_CNN_CVPR_2017_paper.pdf
Code Link: https://github.com/cszn/IRCNN

@inproceedings{zhang2017learning,
title={Learning Deep CNN Denoiser Prior for Image Restoration},
author={Zhang, Kai and Zuo, Wangmeng and Gu, Shuhang and Zhang, Lei},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition},
pages={3929--3938},
year={2017},
}