SOTAVerified

Rain Removal

Papers

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Showing 201–250 of 317 papers

TitleStatusHype
Memory Oriented Transfer Learning for Semi-Supervised Image Deraining—0
Controlling the Rain: From Removal to Rendering—0
Multi-Decoding Deraining Network and Quasi-Sparsity Based Training—0
Self-Aligned Video Deraining With Transmission-Depth ConsistencyCode1
Direction-aware Feature-level Frequency Decomposition for Single Image Deraining—0
Uformer: A General U-Shaped Transformer for Image RestorationCode1
SDNet: mutil-branch for single image deraining using swinCode0
HINet: Half Instance Normalization Network for Image RestorationCode1
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior—0
Multi-Scale Hourglass Hierarchical Fusion Network for Single Image DerainingCode0
Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images—0
RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes—0
Towards a Unified Approach to Single Image Deraining and Dehazing—0
Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation—0
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better FrameworkCode1
Semi-Supervised Video Deraining with Dynamical Rain GeneratorCode1
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal—0
Non-local Channel Aggregation Network for Single Image Rain Removal—0
Multi-Stage Progressive Image RestorationCode1
Robust Representation Learning with Feedback for Single Image DerainingCode1
Back-Projection Pipeline—0
Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer—0
Pre-Trained Image Processing TransformerCode1
CLEARER: Multi-Scale Neural Architecture Search for Image RestorationCode1
Exploring Overcomplete Representations for Single Image Deraining using CNNsCode1
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining—0
Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed ImagesCode1
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local BlocksCode1
Semi-Supervised Image Deraining using Gaussian ProcessesCode1
Adversarial Rain Attack and Defensive Deraining for DNN Perception—0
EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image DerainingCode1
Adherent Mist and Raindrop Removal from a Single Image Using Attentive Convolutional Network—0
DTDN: Dual-task De-raining NetworkCode0
From Rain Generation to Rain RemovalCode1
Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining NetworkCode1
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal—0
Rethinking Image Deraining via Rain Streaks and VaporsCode1
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding—0
Wavelet-Based Dual-Branch Network for Image Demoiréing—0
Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining—0
Wavelet-Based Dual-Branch Network for Image DemoireingCode1
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques—0
Syn2Real Transfer Learning for Image Deraining using Gaussian ProcessesCode1
Single Image Deraining via Scale-space Invariant Attention Neural Network—0
Detail-recovery Image Deraining via Context Aggregation NetworksCode1
Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal CorrespondenceCode1
Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes—0
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images—0
Residual Squeeze-and-Excitation Network for Fast Image DerainingCode0
MBA-RainGAN: Multi-branch Attention Generative Adversarial Network for Mixture of Rain Removal from Single Images—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