SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 317 papers

TitleStatusHype
Rethinking Image Deraining via Rain Streaks and VaporsCode1
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local BlocksCode1
Deep Learning-Driven Ultra-High-Definition Image Restoration: A SurveyCode1
A Mountain-Shaped Single-Stage Network for Accurate Image RestorationCode1
Prompt-In-Prompt Learning for Universal Image RestorationCode1
Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed ImagesCode1
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image DerainingCode1
Pre-Trained Image Processing TransformerCode1
Exploiting Regional Information Transformer for Single Image DerainingCode1
Multi-dimensional Visual Prompt Enhanced Image Restoration via Mamba-Transformer AggregationCode1
IRNeXt: Rethinking Convolutional Network Design for Image RestorationCode1
LIR: A Lightweight Baseline for Image RestorationCode1
On Representation Learning with FeedbackCode1
Task Adaptive Network for Image Restoration With Combined Degradation FactorsCode1
Conditional Variational Image DerainingCode1
An End-to-End Cascaded Image Deraining and Object Detection Neural Network—0
Boosting Image Restoration via Priors from Pre-trained Models—0
A Deep Tree-Structured Fusion Model for Single Image Deraining—0
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration—0
Neural Compression-Based Feature Learning for Video Restoration—0
Image Deraining via Self-supervised Reinforcement Learning—0
Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving—0
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors—0
Depth-Attentional Features for Single-Image Rain Removal—0
Direction-aware Feature-level Frequency Decomposition for Single Image Deraining—0
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions—0
An Effective Two-Branch Model-Based Deep Network for Single Image Deraining—0
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining—0
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction—0
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior—0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning—0
Deep Single Image Deraining Via Estimating Transmission and Atmospheric Light in rainy Scenes—0
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding—0
Multiple weather images restoration using the task transformer and adaptive mixup strategy—0
GT-Rain Single Image Deraining Challenge Report—0
Gradient Information Guided Deraining with A Novel Network and Adversarial Training—0
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction—0
GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation—0
Deep joint rain and haze removal from single images—0
Gabor-guided transformer for single image deraining—0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images—0
Back-Projection Pipeline—0
Deep Image Deraining Via Intrinsic Rainy Image Priors and Multi-scale Auxiliary Decoding—0
A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining—0
Multi-Scale Representation Learning for Image Restoration with State-Space Model—0
Non-local Channel Aggregation Network for Single Image Rain Removal—0
Decomposition Ascribed Synergistic Learning for Unified Image Restoration—0
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining—0
A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+—0
Feature-Aligned Video Raindrop Removal with Temporal Constraints—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