DerainZoo for collecting deraining methods, datasets, and codes.

Image De-raining Using a Conditional Generative Adversarial Network

[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

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

Code for paper: Memory Augment is All Your Need for image restoration(cloud,rain,shadow removal, low-light image enhancement, image deblur)即插即用提点的记忆模块

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

This paper is accepted by ICCV 2021.

Depth-Attentional Features for Single-Image Rain Removal and RainCityscapes Dataset | CVPR 2019

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

Should We Encode Rain as Deterministic or Stochastic? In ICCV 2017.

DGNL-Net and RainCityscapes

This is the source code of PMS-Net: Robust Haze Removal Based on Patch Map for Single Images which has been published in CVPR 2019 Long Beach

Code release for "Online Rain/Snow Removal from Surveillance Videos (TIP2021)"

A simple implementation using Deconv

This is the installation, training and validating guide for the "Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks", TPAMI-2019.

The official code of the ACCV 2024 paper "Image Deraining with Frequency-Enhanced State Space Model (DFSSM)"

A single image deraining training and testing code with detailed explanations.

Remove rain streaks in still images / video.

Raindrop-Removal Image Translation Using Target-Mask Network with Attention Module