H-pakeng

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

DeblurGAN

Image Deblurring using Generative Adversarial Networks

DnCNN

Implementation of DnCNN in MATLAB using Neural Network Toolbox™

DnCNN-caffe

A caffe implement of the TIP2017 paper Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

DnCNN

DnCNN implemented purely by Matlab R2018a

complex-DnCNN

D-AMP_Toolbox

This package contains the code to run Learned D-AMP, D-AMP, D-VAMP, D-prGAMP, and DnCNN algorithms. It also includes code to train Learned D-AMP, DnCNN, and Deep Image Prior U-net using the SURE loss.

DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

BM3D

clone of the MATLAB-version BM3D http://www.cs.tut.fi/~foi/GCF-BM3D/

TDV-for-image-denoising

This is a companion software for the submission: "Higher-Order Total Directional Variation: Imaging Applications" by Simone Parisotto , Jan Lellmann, Simon Masnou, and Carola-Bibiane Schönlieb. SIAM J. Imaging Sci., 13(4), 2063–2104. (42 pages)

BM3D_matlab

利用matlab复现BM3D算法

BM3D_MATLAB

BM3D

Image processing based on Neural networks and the classic algorithm BM3D.

Edge-Detection-using-BM3D-Filter

Comparison of smoothing filters (Median, Gaussian, Bilateral, BM3D) for denoising of images during edge detection.

BM3D-Net

Codes for bm3d-net

BM3D

Matlab implementation of BM3D Algorithm for Image denoising.

BM3D

Clone from http://www.cs.tut.fi/~foi/GCF-BM3D/index.html#ref_software

Graph-Based-Blind-Image-Deblurring

This code is the upgraded implementation of TIP paper "Graph-based Blind Image Deblurring from a Single Photograph".

Deblurring

Nonblind Deblurring Real Image/图像去模糊

deblur

Implementation of the paper: High-quality Motion Deblurring from a Single Image

deblur

Image Deblurring with Blurred/Noisy Image Pairs. Yuan et al. 2007.

Shift-Invariant-Deblurring

This Program is part of My Super-Resolution Project. It has implemented a Blind Deblurring Algorithm for Shift-Invariant-Deblurring

deblur-pmp

Blind Image Deblurring Using Patch-Wise Minimal Pixels Regularization

Deep-Semantic-Face-Deblurring

Deep Semantic Face Deblurring

ndeblur

A Neural Approach to Blind Motion Deblurring

cvpr16_deblur_study

A Comparative Study for Single Image Blind Deblurring (CVPR 2016)

DeepVisualization

Visualizing Deep Neural Network by Alternately Image Blurring and Deblurring

Image-defogging-filter

Image processing project code files

maritime-defog

MATLAB code and data for "Single Maritime Image Defogging Based on Illumination Decomposition Using Texture and Structure Priors"

Fog_Density_Perception_Dehazing-

Optimal Transmission Estimation via Fog Density Perception for Efficient Single Image Defogging