SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 317 papers

TitleStatusHype
Power Line Aerial Image Restoration under dverse Weather: Datasets and BaselinesCode0
Progressive Image Deraining Networks: A Better and Simpler BaselineCode0
Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian ProcessCode0
Rain Removal in Traffic Surveillance: Does it Matter?Code0
Residual Squeeze-and-Excitation Network for Fast Image DerainingCode0
Restorer: Removing Multi-Degradation with All-Axis Attention and Prompt GuidanceCode0
Robust Deep Ensemble Method for Real-world Image DenoisingCode0
SDNet: mutil-branch for single image deraining using swinCode0
See SIFT in a RainCode0
Self-Refining Deep Symmetry Enhanced Network for Rain RemovalCode0
Detail-recovery Image Deraining via Dual Sample-augmented Contrastive LearningCode0
Semi-supervised Transfer Learning for Image Rain RemovalCode0
Single Image Deraining: A Comprehensive Benchmark AnalysisCode0
Spatial Attentive Single-Image Deraining with a High Quality Real Rain DatasetCode0
TRG-Net: An Interpretable and Controllable Rain GeneratorCode0
Triple-level Model Inferred Collaborative Network Architecture for Video DerainingCode0
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch AnalysisCode0
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the DarkCode0
Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion ModelsCode0
ViStripformer: A Token-Efficient Transformer for Versatile Video RestorationCode0
When A Conventional Filter Meets Deep Learning: Basis Composition Learning on Image FiltersCode0
A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining—0
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining—0
Gabor-guided transformer for single image deraining—0
Multi-Scale Representation Learning for Image Restoration with State-Space Model—0
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining—0
UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop Removal from A Single Image—0
Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images—0
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining—0
Neural Compression-Based Feature Learning for Video Restoration—0
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction—0
Wavelet-Based Dual-Branch Network for Image Demoiréing—0
Non-local Channel Aggregation Network for Single Image Rain Removal—0
Feature-Aligned Video Raindrop Removal with Temporal Constraints—0
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques—0
Fast Single Image Rain Removal via a Deep Decomposition-Composition Network—0
Online-updated High-order Collaborative Networks for Single Image Deraining—0
Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images—0
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation—0
Physical Model Guided Deep Image Deraining—0
Physics-Based Generative Adversarial Models for Image Restoration and Beyond—0
Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos—0
Unpaired Deep Image Deraining Using Dual Contrastive Learning—0
Potential Auto-driving Threat: Universal Rain-removal Attack—0
Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer—0
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining—0
End-to-end Rain Streak Removal with RAW Images—0
Unpaired Photo-realistic Image Deraining with Energy-informed Diffusion Model—0
End-to-end Inception-Unet based Generative Adversarial Networks for Snow and Rain Removals—0
Gradual Network for Single Image De-raining—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