Lyn0812

322-DuDoUFNet-Dual-Domain-Under-to-Fully-Complete-Progressive-Restoration-Network-for-Simultaneous-

DuDoUFNet-Reproduce

DPENet

From Heavy Rain Removal to Detail Restoration: A Faster and Better Network

UVM-Net

U-shaped Vision Mamba for Single Image Dehazing

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

MAN

Multi-scale Attention Network for Single Image Super-Resolution (CVPRW 2024)

DRANet

Dual residual attention network for image denoising (Pattern Recognition, 2024)

U-Net

RFA-Net-Inpainting

VmambaIR

This is official implementtaion of "VmambaIR: Visual State Space Model for Image Restoration"

VM-UNet

(ARXIV24) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".

LightM-UNet

Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"

MambaIR

[ECCV2024] An official pytorch implement of the paper "MambaIR: A simple baseline for image restoration with state-space model".

All-In-One-Medical-Image-Restoration-via-Task-Adaptive-Routing

[MICCAI 2024] All-In-One Medical Image Restoration via Task-Adaptive Routing (AMIR).

DPIR

Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

ADMM-DIPTV

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)

helix2fan

Helical to fan-beam CT geometry rebinning and differentiable FBP of DICOM-CT-PD projections

AOT-GAN-for-Inpainting

[TVCG'2023] AOT-GAN for High-Resolution Image Inpainting (codebase for image inpainting)

HINT

HINT: High-quality INpainting Transformer with Enhanced Attention and Mask-aware Encoding

GRL-Image-Restoration

ADNet

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

CTformer

This repository includes implementation of CTformer on Low-dose CT Denoising

MID-DRAN

This is the official implementation of state-of-the-art medical image denoising method titled as "Dynamic Residual Attention Network (DRAN)".

SACNN

Try to reproduce 2020_TMI_SACNN Self-Attention Convolutional Neural Network for Low-Dose CT Denoising with Self-supervised Perceptual Loss Network

AOTDudoNet

An improved dual-domain network for metal artifact reduction in CT images using aggregated contextual transformations

Synthetic-CT-generation-from-MRI-using-3D-transformer-based-denoising-diffusion-model

This is the repository for the paper published in Medical Physics: "Synthetic CT generation from MRI using 3D transformer-based denoising diffusion model".

Dn-Dp

model

"这只是一个测试而已"

MAIL

Code for paper： Adaptive and Iterative Learning with Multi-perspective Regularizations for Metal Artifact Reduction