| Power Line Aerial Image Restoration under dverse Weather: Datasets and Baselines | Sep 7, 2024 | Image DehazingImage Restoration | CodeCode Available | 0 | 5 |
| Progressive Image Deraining Networks: A Better and Simpler Baseline | Jan 26, 2019 | Image Super-ResolutionRain Removal | CodeCode Available | 0 | 5 |
| Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian Process | Aug 16, 2022 | Depth EstimationRain Removal | CodeCode Available | 0 | 5 |
| Rain Removal in Traffic Surveillance: Does it Matter? | Oct 30, 2018 | Instance SegmentationRain Removal | CodeCode Available | 0 | 5 |
| Residual Squeeze-and-Excitation Network for Fast Image Deraining | Jun 1, 2020 | DecoderRain Removal | CodeCode Available | 0 | 5 |
| Restorer: Removing Multi-Degradation with All-Axis Attention and Prompt Guidance | Jun 18, 2024 | AllDeblurring | CodeCode Available | 0 | 5 |
| Robust Deep Ensemble Method for Real-world Image Denoising | Jun 8, 2022 | DeblurringDenoising | CodeCode Available | 0 | 5 |
| SDNet: mutil-branch for single image deraining using swin | May 31, 2021 | Autonomous DrivingRain Removal | CodeCode Available | 0 | 5 |
| See SIFT in a Rain | Nov 1, 2023 | Rain Removal | CodeCode Available | 0 | 5 |
| Self-Refining Deep Symmetry Enhanced Network for Rain Removal | Nov 6, 2018 | Image RestorationRain Removal | CodeCode Available | 0 | 5 |
| Detail-recovery Image Deraining via Dual Sample-augmented Contrastive Learning | Apr 6, 2022 | Contrastive LearningRain Removal | CodeCode Available | 0 | 5 |
| Semi-supervised Transfer Learning for Image Rain Removal | Jul 29, 2018 | Deep LearningRain Removal | CodeCode Available | 0 | 5 |
| Single Image Deraining: A Comprehensive Benchmark Analysis | Mar 20, 2019 | Rain RemovalSingle Image Deraining | CodeCode Available | 0 | 5 |
| Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset | Apr 2, 2019 | Rain RemovalSingle Image Deraining | CodeCode Available | 0 | 5 |
| TRG-Net: An Interpretable and Controllable Rain Generator | Mar 15, 2024 | Data AugmentationRain Removal | CodeCode Available | 0 | 5 |
| Triple-level Model Inferred Collaborative Network Architecture for Video Deraining | Nov 8, 2021 | Optical Flow EstimationRain Removal | CodeCode Available | 0 | 5 |
| TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis | Dec 3, 2021 | Rain Removal | CodeCode Available | 0 | 5 |
| Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark | May 6, 2023 | Autonomous DrivingContrastive Learning | CodeCode Available | 0 | 5 |
| Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion Models | May 13, 2025 | Generative Adversarial NetworkImage Inpainting | CodeCode Available | 0 | 5 |
| ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration | Dec 22, 2023 | DeblurringRain Removal | CodeCode Available | 0 | 5 |
| When A Conventional Filter Meets Deep Learning: Basis Composition Learning on Image Filters | Mar 1, 2022 | DenoisingRain Removal | CodeCode Available | 0 | 5 |
| A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining | Aug 7, 2023 | Contrastive LearningRain Removal | —Unverified | 0 | 0 |
| Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining | Jul 19, 2023 | Rain Removal | —Unverified | 0 | 0 |
| Gabor-guided transformer for single image deraining | Mar 12, 2024 | Rain RemovalSingle Image Deraining | —Unverified | 0 | 0 |
| Multi-Scale Representation Learning for Image Restoration with State-Space Model | Aug 19, 2024 | DenoisingImage Restoration | —Unverified | 0 | 0 |
