SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 317 papers

TitleStatusHype
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity—0
Unsupervised Image Deraining: Optimization Model Driven Deep CNN—0
Unsupervised Network for Single Image Raindrop Removal—0
Unsupervised Single Image Deraining with Self-supervised Constraints—0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition—0
Video Desnowing and Deraining Based on Matrix Decomposition—0
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding—0
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks—0
Wavelet-Based Dual-Branch Network for Image Demoiréing—0
Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining—0
Gradual Network for Single Image De-raining—0
Spatial Attentive Single-Image Deraining with a High Quality Real Rain DatasetCode0
Deep Joint Rain Detection and Removal from a Single ImageCode0
Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian ProcessCode0
Rain Removal in Traffic Surveillance: Does it Matter?Code0
Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and DesnowingCode0
Clearing the Skies: A deep network architecture for single-image rain removalCode0
Progressive Image Deraining Networks: A Better and Simpler BaselineCode0
Power Line Aerial Image Restoration under dverse Weather: Datasets and BaselinesCode0
ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected imagesCode0
When A Conventional Filter Meets Deep Learning: Basis Composition Learning on Image FiltersCode0
PMS-Net: Robust Haze Removal Based on Patch Map for Single ImagesCode0
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial LearningCode0
Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion ModelsCode0
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the DarkCode0
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial LearningCode0
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate RainsCode0
ViStripformer: A Token-Efficient Transformer for Versatile Video RestorationCode0
Residual Squeeze-and-Excitation Network for Fast Image DerainingCode0
Restorer: Removing Multi-Degradation with All-Axis Attention and Prompt GuidanceCode0
Gated Context Aggregation Network for Image Dehazing and DerainingCode0
NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving ScenesCode0
NASNet: A Neuron Attention Stage-by-Stage Net for Single Image DerainingCode0
Multi-Task Learning Enhanced Single Image De-RainingCode0
Multi-Scale Hourglass Hierarchical Fusion Network for Single Image DerainingCode0
Multi-scale Attentive Image De-raining Networks via Neural Architecture SearchCode0
Robust Deep Ensemble Method for Real-world Image DenoisingCode0
Multi-dimension Queried and Interacting Network for Stereo Image DerainingCode0
Frame-Consistent Recurrent Video Deraining With Dual-Level FlowCode0
Enhanced Control for Diffusion Bridge in Image RestorationCode0
Learning Hierarchical Dynamics with Spatial Adjacency for Image EnhancementCode0
SDNet: mutil-branch for single image deraining using swinCode0
See SIFT in a RainCode0
Latent Degradation Representation Constraint for Single Image DerainingCode0
Joint Depth Estimation and Mixture of Rain Removal From a Single ImageCode0
Iterative Optimal Attention and Local Model for Single Image Rain Streak RemovalCode0
Self-Refining Deep Symmetry Enhanced Network for Rain RemovalCode0
Attentive Generative Adversarial Network for Raindrop Removal from a Single ImageCode0
Detail-recovery Image Deraining via Dual Sample-augmented Contrastive LearningCode0
Is it Raining Outside? Detection of Rainfall using General-Purpose Surveillance CamerasCode0
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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