# Image-Denoising-Benchmark

**Repository Path**: qunlin-chen/Image-Denoising-Benchmark

## Basic Information

- **Project Name**: Image-Denoising-Benchmark
- **Description**: Collection of image denosing tools in an unification Matlab code 
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 2
- **Created**: 2021-01-12
- **Last Updated**: 2022-05-15

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Image Denoising Benchmark

This is collection of matlab tool for image denoising benchmark. Current supported tools are

- ACPT
    "Detail-Preserving Image Denoising via Adaptive Clustering and Progressive PCA Thresholding," in IEEE Access,2018
- ACVA 
    "Texture variation adaptive image denoising with nonlocal PCA", TIP 2018.
- AST-NLS
    Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples, CVPR 2015
- BM3D 
    Image restoration by sparse 3D transform-domain collaborative filtering (SPIE Electronic Imaging 2008), Dabov et al.
- DnCNN
    Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising, TIP 2018. 
- GGMM-EPLL
    Image denoising with generalized Gaussian mixture model patch priors, SIAM JIS 2018.
- GSRC
    ICIP 2016. 
- KSVD
    TIP 2016. 
- MultiScaleEPLL
    Multi-Scale Patch-Based Image Restoration, TIP 2016. 
- NCSR 
    TIP 2012. 
- PGDP
    Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising, ICCV 2015
- SSC_GSRM
    Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture, IJVC 2015
- TWSC
    A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising, ECCV 2018
- WNNN
    Weighted Nuclear Norm Minimization with Application to Image Denoising (CVPR2014), Gu et al.