| Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey | Jul 11, 2024 | Deep LearningImage Restoration | CodeCode Available | 3 |
| DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network | Jul 21, 2022 | Image EnhancementImage Reconstruction | CodeCode Available | 2 |
| Controlling Vision-Language Models for Multi-Task Image Restoration | Oct 2, 2023 | Image DehazingImage Denoising | CodeCode Available | 2 |
| ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer | Apr 18, 2024 | Image Shadow Removalobject-detection | CodeCode Available | 2 |
| Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models | Apr 17, 2023 | Bokeh Effect RenderingDenoising | CodeCode Available | 2 |
| High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net | Aug 27, 2023 | Document Shadow RemovalImage Shadow Removal | CodeCode Available | 2 |
| SpA-Former: Transformer image shadow detection and removal via spatial attention | Jun 22, 2022 | Shadow DetectionShadow Detection And Removal | CodeCode Available | 2 |
| Physics-based Shadow Image Decomposition for Shadow Removal | Dec 23, 2020 | Shadow Removal | CodeCode Available | 1 |
| OmniSR: Shadow Removal under Direct and Indirect Lighting | Oct 2, 2024 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 |
| Regional Attention for Shadow Removal | Nov 21, 2024 | Shadow Removal | CodeCode Available | 1 |
| Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data | Mar 26, 2019 | Shadow Removal | CodeCode Available | 1 |
| BEDSR-Net: A Deep Shadow Removal Network From a Single Document Image | Jun 1, 2020 | Document Shadow RemovalImage Shadow Removal | CodeCode Available | 1 |
| LAB-Net: LAB Color-Space Oriented Lightweight Network for Shadow Removal | Aug 27, 2022 | Shadow Removal | CodeCode Available | 1 |
| Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic Data | Mar 20, 2022 | Face VerificationShadow Removal | CodeCode Available | 1 |
| Image Restoration via Multi-domain Learning | May 7, 2025 | Cloud RemovalDeblurring | CodeCode Available | 1 |
| Learning from Synthetic Shadows for Shadow Detection and Removal | Jan 5, 2021 | DiversityShadow Detection | CodeCode Available | 1 |
| From Shadow Generation to Shadow Removal | Mar 24, 2021 | Shadow Removal | CodeCode Available | 1 |
| CANet: A Context-Aware Network for Shadow Removal | Aug 23, 2021 | DecoderPatch Matching | CodeCode Available | 1 |
| A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow Removal | Aug 2, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| Document Image Shadow Removal Guided by Color-Aware Background | Jan 1, 2023 | DecoderDocument Shadow Removal | CodeCode Available | 1 |
| Bijective Mapping Network for Shadow Removal | Jan 1, 2022 | Shadow Removal | CodeCode Available | 1 |
| Intrinsic Decomposition of Document Images In-the-Wild | Nov 29, 2020 | Document Shadow RemovalIntrinsic Image Decomposition | CodeCode Available | 1 |
| Auto-Exposure Fusion for Single-Image Shadow Removal | Mar 1, 2021 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning | Nov 27, 2022 | highlight removalIntrinsic Image Decomposition | CodeCode Available | 1 |
