wangli926454

SUPPORT

Accurate denoising of voltage imaging data through statistically unbiased prediction, Nature Methods.

EvoNet

Deep evolutionary networks with expedited genetic algorithms for medical image denoising

medical-image-processing

python GUI used for filtering ,denoising and segmentation of medical images and tumor detection

Medical-Images-Denoising-and-Segmentation

In this repository, some of the most recent techniques were implemented to denoise and segment medical images through some coursework..

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. ⭐⭐⭐⭐⭐⭐

CTNet

A cross Transformer for image denoising(Information Fusion, 2024)

NIRN

NIRN: Self-supervised Noisy Image Reconstruction Network for Real-World Image Denoising

MaskedDenoising

[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132

Awesome-ICCV2023-Low-Level-Vision

A Collection of Papers and Codes in ICCV2023/2021 about low level vision

Blind_Omni_Wav_Net

Testing Code for Blind Image Inpainting via Omni-dimensional Gated Attention and Wavelet Queries

ADL

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

M3SNet

A Mountain-Shaped Single-Stage Network for Accurate Image Restoration

D2HNet

D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration. ECCV, 2022

SFNet

[ICLR 2023] Selective Frequency Network for Image Restoration

ShuffleFormer

Official repository for the paper "Random Shuffle Transformer for Image Restoration".

HyperRes

The official repository of 'Hypernetwork-Based Adaptive Image Restoration'

SwinOIR

A Framework for Real-time Object Detection and Image Restoration

RAP

Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration

MHNet

A novel network for image reatoration. Mixed Hierarchy Network for Image Restoration.

CAT

PyTorch code for our NeurIPS 2022 paper "Cross Aggregation Transformer for Image Restoration"

pytorch-template-medical-image-restoration

Perhaps the world Best pytorch template for medical image restoration

dot-dmax

Official Pytorch implementation of "Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration"

DparNet

This is the implementation of manuscript "Wide & deep learning for spatial & intensity adaptive image restoration".

UWNR

[CVPRW'22] This is the official implementation code repository of Underwater Light Field Retention : Neural Rendering for Underwater Imaging (Accepted by CVPR Workshop2022 NTIRE)

Semi-UIR

Official code for "Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank" (2023 CVPR)

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

CTSAN

Cascaded Temporal and Spatial Attention Network for Solar Adaptive Optics Image Restoration

HQ-50K

HQ-50K: A Large-scale, High-quality Dataset for Image Restoration