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adnet

Attention-guided CNN for image denoising(Neural Networks,2020)

brdnet

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

cbdnet

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

colored-nlmeans-for-infrared-mixed-noise-removal

文章代码：李方舟, 赵耀宏, 向伟, 刘海峥. 基于改进非局部均值的红外图像混合噪声去除方法[J]. 红外与激光工程, 2019, 48(S1): 163-173.

convnext

Code release for ConvNeXt model

deep-graph-convolutional-image-denoising-

Deep Graph-Convolutional Image Denoising

denoising

Code for NTIRE 2019 Real Image Denoising Challenge

dhdn

PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019

drnet

dualresidualnetworks

Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration/DuRN

dubd

Deep Universal Blind Image Denoising (ICPR, 2020)

dudenet

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

encam

Enhanced Non-Local Cascading Network with Attention Mechanism for Hyperspectral Image Denoising

fbi-denoiser

Official Code of FBI-Denoiser (Oral, CVPR 2021)

fuir

A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

lacandi

Locally Adaptive Channel Attention-Based Network for Denoising Images

learnbale_bandpass_filter

Image Demoireing with Learnable Bandpass Filters. (CVPR, 2020)(Keras+TensorFlow)

nafnet

The state-of-the-art image restoration model without nonlinear activation functions.

noise2same

polyu-real-world-noisy-images-dataset

Real-world Noisy Image Denoising: A New Benchmark

ridnet

Pytorch code for "Real image denoising with feature attention", ICCV (Oral), 2019.

s2vd

Semi-supervised Video Deraining with Dynamical Rain Generator (CVPR, 2021, Pytorch)

spp_net

SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

sppnet

PyTorch for classification《 Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》

srmnet

Selective Residual M-Net for Real Image Denoising

uformer

[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".