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The Top 21 Matlab Image Denoising Open Source Projects

Open source projects categorized as Matlab Image Denoising
Categories > Image Denoising
Dncnn ⭐ 978
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
most recent commit 3 years ago
Cbdnet ⭐ 410
Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019
most recent commit 2 years ago
Ffdnet ⭐ 299
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)
most recent commit 3 years ago
Enhanced 3dtv ⭐ 40
The code of enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing
most recent commit a year ago
Dhdn ⭐ 40
PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019
most recent commit 5 years ago
Image Denoising Benchmark ⭐ 34
Benchmarking Denoising Algorithms with Real Photographs
most recent commit 4 years ago
Data Science Methods ⭐ 27
This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
most recent commit 3 years ago
Nlh ⭐ 26
Matlab code for our IEEE Trans. on Image Processing paper "NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising"
most recent commit 3 years ago
Hsi Sdecnn ⭐ 23
Source code of "A Single Model CNN for Hyperspectral Image Denoising"
most recent commit 3 years ago
Mppca_denoise ⭐ 23
most recent commit 8 months ago
Strollr2d_icassp2017 ⭐ 18
Image Denoising Codes using STROLLR learning, the Matlab implementation of the paper in ICASSP2017
most recent commit 6 years ago
Tdv For Image Denoising ⭐ 11
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)
most recent commit 3 years ago
Dncnn Caffe ⭐ 11
A caffe implement of the TIP2017 paper Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
most recent commit 5 years ago
Pt Mwrn ⭐ 10
most recent commit 2 years ago
Pgpd Iccv2015 ⭐ 10
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising. ICCV, 2015.
most recent commit 4 years ago
Image Deblocking Ssrqc ⭐ 8
Image deblocking method using structural sparse representation and quantization constraint
most recent commit 6 years ago
Lowrankmatrix_imagedenoising ⭐ 7
Code for Image Denoising as described in A. Parekh and I.W. Selesnick, Enhanced Low-Rank Matrix Approximation, IEEE Signal Processing Letters, 23(4):493-497, 2015.
most recent commit 7 years ago
Fasthyde_fasthyin ⭐ 6
The code and data herein distributed reproduce the results published in the paper: Lina Zhuang and Jose M. Bioucas-Dias, "Hyperspectral image denoising and inpainting based on low-rank and sparse representations", Submitted to IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017.
most recent commit a year ago
Boostbm3d_betterpatchmatching ⭐ 5
% This is an implementation of a boosted BM3D in our WACV 2019 paper: "Good Similar Patches for Image Denoising."
most recent commit 4 years ago
Qab Denoising ⭐ 5
Signal and image denoising using quantum adaptive transformation.
most recent commit 3 months ago
Wavelet Decomposition And Filter Bank ⭐ 5
The wavelet transform and its applications in image denoising
most recent commit 7 years ago
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