SOTAVerified

Rain Removal

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 317 papers

TitleStatusHype
Single Image Deraining: From Model-Based to Data-Driven and Beyond—0
Controlling the Rain: From Removal to Rendering—0
Single Image Deraining using Scale-Aware Multi-Stage Recurrent Network—0
Single Image Deraining via Feature-based Deep Convolutional Neural Network—0
Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network—0
Single Image Deraining via Scale-space Invariant Attention Neural Network—0
SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing—0
Snow Mask Guided Adaptive Residual Network for Image Snow Removal—0
Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression—0
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining—0
Sparsity-Aware Optimal Transport for Unsupervised Restoration Learning—0
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey—0
Specularity Factorization for Low-Light Enhancement—0
SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams—0
Imitating the Functionality of Image-to-Image Models Using a Single Example—0
Stereo Image Rain Removal via Dual-View Mutual Attention—0
Structural Residual Learning for Single Image Rain Removal—0
Confidence Measure Guided Single Image De-raining—0
Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image—0
Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes—0
Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation—0
Both Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation—0
TDiR: Transformer based Diffusion for Image Restoration Tasks—0
Boosting Image Restoration via Priors from Pre-trained Models—0
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors—0
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding—0
Towards a Unified Approach to Single Image Deraining and Dehazing—0
Towards General and Fast Video Derain via Knowledge Distillation—0
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior—0
Back-Projection Pipeline—0
Towards Safer Transportation: a self-supervised learning approach for traffic video deraining—0
A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+—0
Towards Unified Deep Image Deraining: A Survey and A New Benchmark—0
A Preliminary Exploration Towards General Image Restoration—0
Adaptive Frequency Enhancement Network for Single Image Deraining—0
A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining—0
A^2Net: Adjacent Aggregation Networks for Image Raindrop Removal—0
Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework—0
Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond—0
Learning Dual Convolutional Neural Networks for Low-Level Vision—0
Learning Frequency-Aware Dynamic Transformers for All-In-One Image Restoration—0
KNN Local Attention for Image Restoration—0
An End-to-End Cascaded Image Deraining and Object Detection Neural Network—0
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention—0
Joint Bi-Layer Optimization for Single-Image Rain Streak Removal—0
Adversarial Rain Attack and Defensive Deraining for DNN Perception—0
Leveraging Scene Geometry and Depth Information for Robust Image Deraining—0
Light Field Raindrop Removal via 4D Re-sampling—0
Lightweight Pyramid Networks for Image Deraining—0
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions—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