SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 317 papers

TitleStatusHype
Multi-scale Attentive Image De-raining Networks via Neural Architecture SearchCode0
Robust Deep Ensemble Method for Real-world Image DenoisingCode0
Feature-Aligned Video Raindrop Removal with Temporal Constraints—0
Light Field Raindrop Removal via 4D Re-sampling—0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning—0
Detail-recovery Image Deraining via Dual Sample-augmented Contrastive LearningCode0
RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems—0
Unsupervised Image Deraining: Optimization Model Driven Deep CNN—0
ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected imagesCode0
Neural Compression-Based Feature Learning for Video Restoration—0
When A Conventional Filter Meets Deep Learning: Basis Composition Learning on Image FiltersCode0
An End-to-End Cascaded Image Deraining and Object Detection Neural Network—0
Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework—0
Online-updated High-order Collaborative Networks for Single Image Deraining—0
Dreaming To Prune Image Deraining Networks—0
KNN Local Attention for Image Restoration—0
GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation—0
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers—0
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch AnalysisCode0
Triple-level Model Inferred Collaborative Network Architecture for Video DerainingCode0
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles—0
UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop Removal from A Single Image—0
Towards Safer Transportation: a self-supervised learning approach for traffic video deraining—0
Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving—0
Unpaired Deep Image Deraining Using Dual Contrastive Learning—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