SOTAVerified

Rain Removal

Papers

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Showing 251–300 of 317 papers

TitleStatusHype
Single Image Deraining via Scale-space Invariant Attention Neural Network—0
Residual Squeeze-and-Excitation Network for Fast Image DerainingCode0
Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes—0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images—0
MBA-RainGAN: Multi-branch Attention Generative Adversarial Network for Mixture of Rain Removal from Single Images—0
Structural Residual Learning for Single Image Rain Removal—0
Attention Based Real Image RestorationCode0
Physical Model Guided Deep Image Deraining—0
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey—0
Multi-Task Learning Enhanced Single Image De-RainingCode0
Semi-DerainGAN: A New Semi-supervised Single Image Deraining Network—0
Single Image Deraining: From Model-Based to Data-Driven and Beyond—0
NASNet: A Neuron Attention Stage-by-Stage Net for Single Image DerainingCode0
Deep Image Deraining Via Intrinsic Rainy Image Priors and Multi-scale Auxiliary Decoding—0
Gradient Information Guided Deraining with A Novel Network and Adversarial Training—0
Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image—0
Gradual Network for Single Image De-raining—0
A Survey on Rain Removal from Video and Single ImageCode0
Confidence Measure Guided Single Image De-raining—0
A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining—0
DRD-Net: Detail-recovery Image Deraining via Context Aggregation NetworksCode0
Is it Raining Outside? Detection of Rainfall using General-Purpose Surveillance CamerasCode0
Deep Single Image Deraining Via Estimating Transmission and Atmospheric Light in rainy Scenes—0
Removing Rain in Videos: A Large-scale Database and A Two-stream ConvLSTM Approach—0
PMS-Net: Robust Haze Removal Based on Patch Map for Single ImagesCode0
Depth-Attentional Features for Single-Image Rain Removal—0
Frame-Consistent Recurrent Video Deraining With Dual-Level FlowCode0
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial LearningCode0
An Effective Two-Branch Model-Based Deep Network for Single Image Deraining—0
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial LearningCode0
Rain O'er Me: Synthesizing real rain to derain with data distillation—0
Spatial Attentive Single-Image Deraining with a High Quality Real Rain DatasetCode0
Single Image Deraining: A Comprehensive Benchmark AnalysisCode0
Directional Regularized Tensor Modeling for Video Rain Streaks RemovalCode0
Progressive Image Deraining Networks: A Better and Simpler BaselineCode0
Rain Removal By Image Quasi-Sparsity Priors—0
Removing rain streaks by a linear model—0
A^2Net: Adjacent Aggregation Networks for Image Raindrop Removal—0
A Deep Tree-Structured Fusion Model for Single Image Deraining—0
Gated Context Aggregation Network for Image Dehazing and DerainingCode0
Unsupervised Single Image Deraining with Self-supervised Constraints—0
Self-Refining Deep Symmetry Enhanced Network for Rain RemovalCode0
Rain Removal in Traffic Surveillance: Does it Matter?Code0
Physics-Based Generative Adversarial Models for Image Restoration and Beyond—0
Semi-supervised Transfer Learning for Image Rain RemovalCode0
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining—0
Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos—0
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding—0
Lightweight Pyramid Networks for Image Deraining—0
Learning Dual Convolutional Neural Networks for Low-Level Vision—0
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All datasetsNightrainDID-MDN

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TurtlePSNR29.26—Unverified
2NightRainPSNR26.73—Unverified
3FDMPSNR23.49—Unverified
4WeatherDiffPSNR20.98—Unverified
#ModelMetricClaimedVerifiedStatus
1OneRestorePSNR32.89—Unverified
2GCANetPSNR31.68—Unverified