[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

DerainZoo for collecting deraining methods, datasets, and codes.

Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]

[ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation

Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset (CVPR'19)

[ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer

PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)

Pytorch Code for the paper TransWeather - CVPR 2022

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

Single Image Deraining: A Comprehensive Benchmark Analysis

[CVPR 2022] Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model

[ICCV'23] Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

Implementation of MAXIM in TensorFlow.

[ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

[ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.

Code for Blind Image Decomposition (BID) and Blind Image Decomposition network (BIDeN). ECCV, 2022.

A PyTorch implementation of Restormer based on CVPR 2022 paper "Restormer: Efficient Transformer for High-Resolution Image Restoration"

This paper is accepted by ICCV 2021.

[NeurIPS 2024] EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models

【ACM MM 2025】PyTorch code for our paper "Cross Paradigm Representation and Alignment Transformer for Image Deraining"

Code release for ”Video Rain Streak Removal By Multiscale Convolutional Sparse Coding”(CVPR2018)　

[ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint

A low-level vision zoo for dehazing, deblurring, denoising, deraining, inpainting, color enhancement, brightening, and super resolution .

The official implementation of the paper "A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts (CVPR 2025)".

This is the project page of our paper which has been published in ECCV 2020.

Official repository for RealRain-1k

This is the source code of PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal which has been accepted by IEEE Transaction on Image Processing 2020.