SOTAVerified

Rain Removal

Papers

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Showing 151–200 of 317 papers

TitleStatusHype
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal—0
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration—0
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining—0
Dual-Pixel Raindrop Removal—0
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration—0
End-to-end Inception-Unet based Generative Adversarial Networks for Snow and Rain Removals—0
End-to-end Rain Streak Removal with RAW Images—0
Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos—0
Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images—0
Fast Single Image Rain Removal via a Deep Decomposition-Composition Network—0
Feature-Aligned Video Raindrop Removal with Temporal Constraints—0
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining—0
Gabor-guided transformer for single image deraining—0
GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation—0
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction—0
Gradient Information Guided Deraining with A Novel Network and Adversarial Training—0
GT-Rain Single Image Deraining Challenge Report—0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning—0
Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving—0
Image Deraining via Self-supervised Reinforcement Learning—0
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions—0
Adversarial Rain Attack and Defensive Deraining for DNN Perception—0
Joint Bi-Layer Optimization for Single-Image Rain Streak Removal—0
KNN Local Attention for Image Restoration—0
Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond—0
Learning Dual Convolutional Neural Networks for Low-Level Vision—0
Learning Frequency-Aware Dynamic Transformers for All-In-One Image Restoration—0
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention—0
Leveraging Scene Geometry and Depth Information for Robust Image Deraining—0
Light Field Raindrop Removal via 4D Re-sampling—0
Lightweight Pyramid Networks for Image Deraining—0
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles—0
Efficient Concertormer for Image Deblurring and Beyond—0
MBA-RainGAN: Multi-branch Attention Generative Adversarial Network for Mixture of Rain Removal from Single Images—0
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining—0
MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images—0
Memory Oriented Transfer Learning for Semi-Supervised Image Deraining—0
WM-MoE: Weather-aware Multi-scale Mixture-of-Experts for Blind Adverse Weather Removal—0
Multi-Decoding Deraining Network and Quasi-Sparsity Based Training—0
Multiple weather images restoration using the task transformer and adaptive mixup strategy—0
Multi-Scale Representation Learning for Image Restoration with State-Space Model—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
Non-local Channel Aggregation Network for Single Image Rain Removal—0
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques—0
Online-updated High-order Collaborative Networks for Single Image Deraining—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
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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