Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

https://github.com/cszn/DnCNN

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This is the testing demo of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising".
There are two kinds of models, including specific/blind models for Gaussian denoising and a single model for Gaussian denoising, single image super-resolution (SISR) and JPEG image deblocking.

Cite As

Kai Zhang (2026). Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (https://github.com/cszn/DnCNN), GitHub. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux

Versions that use the GitHub default branch cannot be downloaded

Version Published Release Notes Action
1.0.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.