SOTAVerified

Rain Removal

Papers

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Showing 101–150 of 317 papers

TitleStatusHype
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local BlocksCode1
Semi-Supervised Image Deraining using Gaussian ProcessesCode1
EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image DerainingCode1
From Rain Generation to Rain RemovalCode1
Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining NetworkCode1
Rethinking Image Deraining via Rain Streaks and VaporsCode1
Wavelet-Based Dual-Branch Network for Image DemoireingCode1
Syn2Real Transfer Learning for Image Deraining using Gaussian ProcessesCode1
Detail-recovery Image Deraining via Context Aggregation NetworksCode1
Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal CorrespondenceCode1
PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze RemovalCode1
A Model-driven Deep Neural Network for Single Image Rain RemovalCode1
Conditional Variational Image DerainingCode1
Multi-Scale Progressive Fusion Network for Single Image DerainingCode1
DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and RainmakingCode1
TDiR: Transformer based Diffusion for Image Restoration Tasks—0
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining—0
Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion ModelsCode0
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining—0
SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams—0
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks—0
Iterative Optimal Attention and Local Model for Single Image Rain Streak RemovalCode0
Intra and Inter Parser-Prompted Transformers for Effective Image RestorationCode0
High-resolution Rainy Image Synthesis: Learning from RenderingCode0
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration—0
Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression—0
Leveraging Scene Geometry and Depth Information for Robust Image Deraining—0
Unsupervised Network for Single Image Raindrop Removal—0
End-to-end Inception-Unet based Generative Adversarial Networks for Snow and Rain Removals—0
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction—0
Power Line Aerial Image Restoration under dverse Weather: Datasets and BaselinesCode0
Multiple weather images restoration using the task transformer and adaptive mixup strategy—0
Enhanced Control for Diffusion Bridge in Image RestorationCode0
A Preliminary Exploration Towards General Image Restoration—0
Multi-Scale Representation Learning for Image Restoration with State-Space Model—0
Unpaired Photo-realistic Image Deraining with Energy-informed Diffusion Model—0
Adaptive Frequency Enhancement Network for Single Image Deraining—0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining—0
Learning Frequency-Aware Dynamic Transformers for All-In-One Image Restoration—0
Restorer: Removing Multi-Degradation with All-Axis Attention and Prompt GuidanceCode0
MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images—0
A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+—0
Imitating the Functionality of Image-to-Image Models Using a Single Example—0
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining—0
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining—0
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate RainsCode0
Efficient Concertormer for Image Deblurring and Beyond—0
Specularity Factorization for Low-Light Enhancement—0
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions—0
Image Deraining via Self-supervised Reinforcement Learning—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