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Single Image Deraining

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Showing 1–50 of 94 papers

TitleStatusHype
MAXIM: Multi-Axis MLP for Image ProcessingCode3
A Hybrid Transformer-Mamba Network for Single Image DerainingCode2
Controlling Vision-Language Models for Multi-Task Image RestorationCode2
KBNet: Kernel Basis Network for Image RestorationCode2
Image Restoration with Mean-Reverting Stochastic Differential EquationsCode2
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion ModelsCode2
Forward-only Diffusion Probabilistic ModelsCode1
Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion ModelCode1
Explore Internal and External Similarity for Single Image Deraining with Graph Neural NetworksCode1
Exploiting Regional Information Transformer for Single Image DerainingCode1
Exploring the potential of channel interactions for image restorationCode1
Image Restoration Through Generalized Ornstein-Uhlenbeck BridgeCode1
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual NoiseCode1
Prompt-based Ingredient-Oriented All-in-One Image RestorationCode1
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain RemovalCode1
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image RestorationCode1
A Mountain-Shaped Single-Stage Network for Accurate Image RestorationCode1
Selective Frequency Network for Image RestorationCode1
Mixed Hierarchy Network for Image RestorationCode1
Not Just Streaks: Towards Ground Truth for Single Image DerainingCode1
Toward Real-world Single Image Deraining: A New Benchmark and BeyondCode1
DRT: A Lightweight Single Image Deraining Recursive TransformerCode1
Task Adaptive Network for Image Restoration With Combined Degradation FactorsCode1
On Representation Learning with FeedbackCode1
Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency DerainingCode1
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather ConditionsCode1
Restormer: Efficient Transformer for High-Resolution Image RestorationCode1
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive DerainingCode1
Single Image Deraining Network with Rain Embedding Consistency and Layered LSTMCode1
Structure-Preserving Deraining with Residue Channel Prior GuidanceCode1
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image DerainingCode1
HINet: Half Instance Normalization Network for Image RestorationCode1
Multi-Stage Progressive Image RestorationCode1
Robust Representation Learning with Feedback for Single Image DerainingCode1
Pre-Trained Image Processing TransformerCode1
Exploring Overcomplete Representations for Single Image Deraining using CNNsCode1
MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local BlocksCode1
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
PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze RemovalCode1
A Model-driven Deep Neural Network for Single Image Rain RemovalCode1
Multi-Scale Progressive Fusion Network for Single Image DerainingCode1
DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and RainmakingCode1
Iterative Optimal Attention and Local Model for Single Image Rain Streak RemovalCode0
Adaptive Frequency Enhancement Network for Single Image Deraining—0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining—0
GT-Rain Single Image Deraining Challenge Report—0
Gabor-guided transformer for single image deraining—0
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