DerainZoo for collecting deraining methods, datasets, and codes.
Youzhao Yang, Hong Lu in Fudan Machine Vision Lab
DerainZoo: A list of deraining methods. Papers, codes and datasets are maintained. Other sources about deraining can be observed in web1 and web2.
Datasets for single image deraining are available at the website.
More datasets about other image processing task (brightening, HDR, color enhancement, and inpainting) are available here.
Image & Video Quality Assessment Algorithms [software release][Texas Lab]
NR [paper][code][web]
DerainRLNet [paper][code][web]
Rethinking Image Deraining [paper][code][web]
Physical Model Guided ID [paper][code][web]
DiG-CoM [paper][code][website]
Survey [paper][code][web]
RWL [paper][code][web]
DPRDN [paper][code][web]
DTDN [paper][code][web]
GraNet [paper][code][web]
AMPE-Net [paper][code][web]
Rain Wiper [paper][code][web]
Dual-ResNet [paper][code][web]
Heavy Rain Image Restoration [paper][code][dataset][web]
SPANet [paper][code][web][dataset]
Comprehensive Benchmark Analysis [paper][code][dataset]
Semi-supervised Transfer Learning [paper][code][web]
UMRL-using-Cycle-Spinning [paper][code][web]
RR-GAN [paper][code][web]
Morphological Networks [paper][code][web]
QS Priors [paper][code][web]
Linear model [paper][code][web]
Kernel Guided CNN [paper][code][web]
Physics-Based GAM [paper][code][web]
Self-supervised Constraints [paper][code][paper]
SRSE-Net [paper][code][web]
Tree-Structured Fusion Model [paper][code][web]
Deep DCNet [paper][code] [web1] [web2]
SFARL Model [paper][code][web]
Cycle-GAN [paper][code][web]
RGFFN [paper][code][web]
Attentive GAN [paper][code][web][project] [reimplement code]
Directional global sparse model [paper] [code][web]
Gradient domain [paper][code][web]
Transformed Low-Rank Model [paper][code][web]
Hierarchical Approach [paper][code][web]
Clearing The Skies [paper][code][web]
Error-optimized Sparse Representation [paper][code][web]
LP(GMM) (2016 CVPR, 2017 TIP)
Window Covered [paper][code][web]
Image Decomposition paper][code][web]
MSCSC [paper][code] [web][video]
CNN Framework [paper][code][web Chen] [web Chau]
Erase or Fill [paper][code][web Liu] [web Yang]
Matrix Decomposition [paper][code][web]
Adherent Raindrop Modeling [paper][code][web]
Low-rank Matrix Completion [paper][code][web]
Utilizing Local Phase Information [paper][code][web]