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Image denoising using convolutional denoising autoencoders

Jupyter Notebook 1 Updated Jul 1, 2018

Code for this CVPR 2018 paper: "A PID Controller Approach for Stochastic Optimization of Deep Networks", Wangpeng An, Haoqian Wang, Qingyun Sun, Jun Xu, Qionghai Dai, Lei Zhang.

Python 1 Updated May 9, 2019

Deep Learning for Video Compressive Sensing

MATLAB 1 Updated Mar 31, 2020

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (Tensorflow Code)

Python 1 Updated Aug 20, 2020

PyTorch deep learning framework for video compressive sensing.

Python 1 Updated Dec 24, 2020

Examples and code for "Solving linear inverse problems using the prior implicit in a denoiser", Z Kadkhodaie and EP Simoncelli

Jupyter Notebook 1 Updated Jan 9, 2021

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.

MATLAB 1 Updated Mar 16, 2021

Variational Denoising Network: Toward Blind Noise Modeling and Removal (NeurIPS, 2019) (Pytorch)

Python 1 Updated Jun 29, 2021

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

MATLAB 1 Updated Oct 9, 2021

Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)

MATLAB 1 Updated Oct 9, 2021

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

Python 1 Updated Nov 12, 2021

Collection of popular and reproducible image denoising works.

1 Updated Dec 5, 2021

Official implementation of Deep Convolutional Dictionary Learning for Image Denoising.

Python 1 Updated Mar 12, 2022

Official implementation of the paper 'Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution' in CVPR 2022

Python 1 Updated Apr 11, 2022

Adaptive Curvelet Thresholding

MATLAB 1 Updated May 25, 2022

[NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically

Python 1 Updated Sep 15, 2022

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

Python 1 Updated Oct 10, 2022

SwinIR: Image Restoration Using Swin Transformer (official repository)

Python 1 Updated Dec 4, 2022

Image restoration with neural networks but without learning.

Jupyter Notebook 1 Updated Dec 19, 2022

Sliding Filter for AWGN Denoising

Python 1 Updated Mar 16, 2023

Sliding Filter for AWGN Denoising

Python 2 1 Updated Apr 19, 2023

Colored/White Guassian Noise Removal via Adaptive Thresholding in Curvelet Domain

MATLAB 4 1 Updated May 25, 2022
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