SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 317 papers

TitleStatusHype
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