| OneRestore: A Universal Restoration Framework for Composite Degradation | Jul 5, 2024 | Image DehazingImage Restoration | CodeCode Available | 3 | 5 |
| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | Apr 27, 2021 | Analog Video RestorationSnow Removal | CodeCode Available | 3 | 5 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 | 5 |
| Revitalizing Convolutional Network for Image Restoration | Jun 25, 2024 | DeblurringImage Deblurring | CodeCode Available | 2 | 5 |
| Recurrent Video Restoration Transformer with Guided Deformable Attention | Jun 5, 2022 | Analog Video RestorationDeblurring | CodeCode Available | 1 | 5 |
| LiSnowNet: Real-time Snow Removal for LiDAR Point Cloud | Nov 18, 2022 | Snow Removal | CodeCode Available | 1 | 5 |
| ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-Tree Complex Wavelet Representation and Contradict Channel Loss | Jan 1, 2021 | AllDiversity | CodeCode Available | 1 | 5 |
| Marine Snow Removal Benchmarking Dataset | Mar 26, 2021 | BenchmarkingSand | CodeCode Available | 1 | 5 |
| JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal | Aug 1, 2020 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions | Nov 29, 2021 | AllDecoder | CodeCode Available | 1 | 5 |
| Snow Removal in Video: A New Dataset and A Novel Method | Jan 1, 2023 | Contrastive LearningSnow Removal | CodeCode Available | 1 | 5 |
| SnowFormer: Context Interaction Transformer with Scale-awareness for Single Image Desnowing | Aug 20, 2022 | Image RestorationSingle Image Desnowing | CodeCode Available | 1 | 5 |
| A deep learning approach for marine snow synthesis and removal | Nov 27, 2023 | Deep LearningGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| LMQFormer: A Laplace-Prior-Guided Mask Query Transformer for Lightweight Snow Removal | Oct 10, 2022 | DecoderSnow Removal | CodeCode Available | 0 | 5 |
| Restoring Snow-Degraded Single Images With Wavelet in Vision Transformer | Sep 11, 2023 | Deep AttentionDenoising | CodeCode Available | 0 | 5 |
| Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization | Oct 10, 2024 | Snow Removal | CodeCode Available | 0 | 5 |
| Snow Removal for LiDAR Point Clouds with Spatio-temporal Conditional Random Fields | Sep 4, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 | 5 |
| Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding | Sep 13, 2019 | Snow Removal | CodeCode Available | 0 | 5 |
| EBSnoR: Event-Based Snow Removal by Optimal Dwell Time Thresholding | Aug 22, 2022 | Snow Removal | —Unverified | 0 | 0 |
| Snow Mask Guided Adaptive Residual Network for Image Snow Removal | Jul 11, 2022 | Image Restorationobject-detection | —Unverified | 0 | 0 |
| Wavelet-Enhanced Desnowing: A Novel Single Image Restoration Approach for Traffic Surveillance under Adverse Weather Conditions | Mar 3, 2025 | Image RestorationSnow Removal | —Unverified | 0 | 0 |
| DesnowNet: Context-Aware Deep Network for Snow Removal | Aug 15, 2017 | DiversitySemantic Segmentation | —Unverified | 0 | 0 |
| Snowy Night-to-Day Translator and Semantic Segmentation Label Similarity for Snow Hazard Indicator | Feb 28, 2021 | Semantic SegmentationSnow Removal | —Unverified | 0 | 0 |
| Star-Net: Improving Single Image Desnowing Model With More Efficient Connection and Diverse Feature Interaction | Mar 17, 2023 | Image RestorationSingle Image Desnowing | —Unverified | 0 | 0 |
| Multiple weather images restoration using the task transformer and adaptive mixup strategy | Sep 5, 2024 | Autonomous DrivingRain Removal | —Unverified | 0 | 0 |
