SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 317 papers

TitleStatusHype
Potential Auto-driving Threat: Universal Rain-removal Attack—0
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining—0
RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes—0
Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model—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
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
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining—0
Relationship Quantification of Image Degradations—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
RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems—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
Semi-DerainGAN: A New Semi-supervised Single Image Deraining Network—0
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining—0
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers—0
Single Image Deraining: From Model-Based to Data-Driven and Beyond—0
Single Image Deraining using Scale-Aware Multi-Stage Recurrent Network—0
Single Image Deraining via Feature-based Deep Convolutional Neural Network—0
Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network—0
Single Image Deraining via Scale-space Invariant Attention Neural Network—0
SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing—0
Snow Mask Guided Adaptive Residual Network for Image Snow Removal—0
Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression—0
Sparsity-Aware Optimal Transport for Unsupervised Restoration Learning—0
Specularity Factorization for Low-Light Enhancement—0
SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams—0
Imitating the Functionality of Image-to-Image Models Using a Single Example—0
Stereo Image Rain Removal via Dual-View Mutual Attention—0
Structural Residual Learning for Single Image Rain Removal—0
Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image—0
Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes—0
TDiR: Transformer based Diffusion for Image Restoration Tasks—0
Towards a Unified Approach to Single Image Deraining and Dehazing—0
Towards General and Fast Video Derain via Knowledge Distillation—0
Towards Safer Transportation: a self-supervised learning approach for traffic video deraining—0
Towards Unified Deep Image Deraining: A Survey and A New Benchmark—0
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time 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
Unpaired Deep Image Deraining Using Dual Contrastive Learning—0
Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer—0
Unpaired Photo-realistic Image Deraining with Energy-informed Diffusion Model—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