SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 317 papers

TitleStatusHype
Multi-scale Attentive Image De-raining Networks via Neural Architecture SearchCode0
Robust Deep Ensemble Method for Real-world Image DenoisingCode0
Feature-Aligned Video Raindrop Removal with Temporal Constraints—0
Light Field Raindrop Removal via 4D Re-sampling—0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning—0
Detail-recovery Image Deraining via Dual Sample-augmented Contrastive LearningCode0
RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems—0
Unsupervised Image Deraining: Optimization Model Driven Deep CNN—0
ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected imagesCode0
Neural Compression-Based Feature Learning for Video Restoration—0
When A Conventional Filter Meets Deep Learning: Basis Composition Learning on Image FiltersCode0
An End-to-End Cascaded Image Deraining and Object Detection Neural Network—0
Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework—0
Online-updated High-order Collaborative Networks for Single Image Deraining—0
Dreaming To Prune Image Deraining Networks—0
KNN Local Attention for Image Restoration—0
GIQE: Generic Image Quality Enhancement via Nth Order Iterative Degradation—0
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers—0
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch AnalysisCode0
Triple-level Model Inferred Collaborative Network Architecture for Video DerainingCode0
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles—0
UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop Removal from A Single Image—0
Towards Safer Transportation: a self-supervised learning approach for traffic video deraining—0
Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving—0
Unpaired Deep Image Deraining Using Dual Contrastive Learning—0
Rain Removal and Illumination Enhancement Done in One Go—0
Controlling the Rain: From Removal to Rendering—0
Multi-Decoding Deraining Network and Quasi-Sparsity Based Training—0
Memory Oriented Transfer Learning for Semi-Supervised Image Deraining—0
Direction-aware Feature-level Frequency Decomposition for Single Image Deraining—0
SDNet: mutil-branch for single image deraining using swinCode0
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
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal—0
Non-local Channel Aggregation Network for Single Image Rain Removal—0
Back-Projection Pipeline—0
Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer—0
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining—0
Adversarial Rain Attack and Defensive Deraining for DNN Perception—0
Adherent Mist and Raindrop Removal from a Single Image Using Attentive Convolutional Network—0
DTDN: Dual-task De-raining NetworkCode0
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal—0
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
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques—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