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Single Image Deraining

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Showing 1–50 of 94 papers

TitleStatusHype
Forward-only Diffusion Probabilistic ModelsCode1
Iterative Optimal Attention and Local Model for Single Image Rain Streak RemovalCode0
Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion ModelCode1
A Hybrid Transformer-Mamba Network for Single Image DerainingCode2
Adaptive Frequency Enhancement Network for Single Image Deraining—0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining—0
Explore Internal and External Similarity for Single Image Deraining with Graph Neural NetworksCode1
GT-Rain Single Image Deraining Challenge Report—0
Gabor-guided transformer for single image deraining—0
Exploiting Regional Information Transformer for Single Image DerainingCode1
DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining—0
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
Controlling Vision-Language Models for Multi-Task Image RestorationCode2
Latent Degradation Representation Constraint for Single Image DerainingCode0
Prompt-based Ingredient-Oriented All-in-One Image RestorationCode1
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention—0
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 Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG^2+ Track 3Code0
A Mountain-Shaped Single-Stage Network for Accurate Image RestorationCode1
Single Image Deraining via Feature-based Deep Convolutional Neural Network—0
Selective Frequency Network for Image RestorationCode1
KBNet: Kernel Basis Network for Image RestorationCode2
Mixed Hierarchy Network for Image RestorationCode1
Image Restoration with Mean-Reverting Stochastic Differential EquationsCode2
Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and DesnowingCode0
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration—0
Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network—0
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion ModelsCode2
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
Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework—0
Task Adaptive Network for Image Restoration With Combined Degradation FactorsCode1
On Representation Learning with FeedbackCode1
Online-updated High-order Collaborative Networks for Single Image Deraining—0
MAXIM: Multi-Axis MLP for Image ProcessingCode3
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
Unpaired Deep Image Deraining Using Dual Contrastive Learning—0
Structure-Preserving Deraining with Residue Channel Prior GuidanceCode1
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image DerainingCode1
Direction-aware Feature-level Frequency Decomposition for Single Image Deraining—0
SDNet: mutil-branch for single image deraining using swinCode0
HINet: Half Instance Normalization Network for Image RestorationCode1
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