SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 317 papers

TitleStatusHype
RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes—0
Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model—0
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration—0
Dual-Pixel Raindrop Removal—0
Rain O'er Me: Synthesizing real rain to derain with data distillation—0
Rain Removal and Illumination Enhancement Done in One Go—0
Rain Removal By Image Quasi-Sparsity Priors—0
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity—0
Adherent Mist and Raindrop Removal from a Single Image Using Attentive Convolutional Network—0
Rain Removal via Shrinkage-Based Sparse Coding and Learned Rain Dictionary—0
Rain structure transfer using an exemplar rain image for synthetic rain image generation—0
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining—0
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration—0
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining—0
Relationship Quantification of Image Degradations—0
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal—0
Removing Rain From a Single Image via Discriminative Sparse Coding—0
Removing Rain From Single Images via a Deep Detail Network—0
Removing Rain in Videos: A Large-scale Database and A Two-stream ConvLSTM Approach—0
Removing rain streaks by a linear model—0
Removing Rain Streaks via Task Transfer Learning—0
Residual-Guide Feature Fusion Network for Single Image Deraining—0
Unsupervised Image Deraining: Optimization Model Driven Deep CNN—0
Unsupervised Network for Single Image Raindrop Removal—0
RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems—0
Dreaming To Prune Image Deraining Networks—0
DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining—0
Distilling Semantic Priors from SAM to Efficient Image Restoration Models—0
Direction-aware Feature-level Frequency Decomposition for Single Image Deraining—0
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration—0
Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining—0
Depth-Attentional Features for Single-Image Rain Removal—0
Robust Video Content Alignment and Compensation for Clear Vision Through the Rain—0
Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework—0
Deep Single Image Deraining Via Estimating Transmission and Atmospheric Light in rainy Scenes—0
Unsupervised Single Image Deraining with Self-supervised Constraints—0
A Deep Tree-Structured Fusion Model for Single Image Deraining—0
Deep joint rain and haze removal from single images—0
Deep Image Deraining Via Intrinsic Rainy Image Priors and Multi-scale Auxiliary Decoding—0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images—0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition—0
Semi-DerainGAN: A New Semi-supervised Single Image Deraining Network—0
Video Desnowing and Deraining Based on Matrix Decomposition—0
Decomposition Ascribed Synergistic Learning for Unified Image Restoration—0
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding—0
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal—0
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining—0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining—0
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers—0
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks—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