ChaoWei0606

BM3D

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

CBDNet

Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019

ccnoise

The source code of "A Holistic Approach to Cross-Channel Image Noise Modeling and its Application to Image Denoising, CVPR16"

color_image_denoising

Very efficient and effective color image denoising method.

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.

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

DeepDenoising

DeFilter

Repository for Zero-order Reverse Filtering

denoising-fluorescence

CVPR 2019: Fluorescence Microscopy Denoising (FMD) dataset

DISORDER

Tools for aligned reconstructions of volumetric MRI data

DnCNN

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

DnCNN-tensorflow

:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

DPSR

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

EnlightenGAN

[Preprint] "EnlightenGAN: Deep Light Enhancement without Paired Supervision"

FC-AIDE-Keras

FC-AIDE: Fully Convolutional Pixel Adaptive Image Denoiser

illuminant_separation

MCWNNM-ICCV2017

Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising, ICCV 2017.

Medical-Image-Synthesis

It describes MRI to CT conversion, 3T to 7T conversion using Generative Adversarial Network (GAN).

MWCNN

Multi-level Wavelet-CNN for Image Restoration

n2v

This is the implementation of Noise2Void training.

Net-SURE

Training deep learning based denoisers without ground truth data - Official Tensorflow implementation of the NeurIPS 2018 paper

On_RED

This repository is made to publish code used in "Regularization by Denoising: Clarifications and New Interpretations" by Reehorst, Schniter

PGPD-ICCV2015

Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising. ICCV, 2015.

RC-Nets

Image Restoration Using Deep Regulated Convolutional Networks

RetinexNet

A Tensorflow implementation of RetinexNet

SEAN

SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)

StructureFlow

Code for paper "StructureFlow: Image Inpainting via Structure-aware Appearance Flow"

TWSC-ECCV2018

Matlab Code for "A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising, ECCV 2018".

Unsupervised-Classification

SCAN: Learning to Classify Images without Labels (ECCV 2020)

VAE-GAN-CelebA

Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019