| Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey | Jul 11, 2024 | Deep LearningImage Restoration | CodeCode Available | 3 |
| ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer | Apr 18, 2024 | Image Shadow Removalobject-detection | CodeCode Available | 2 |
| Controlling Vision-Language Models for Multi-Task Image Restoration | Oct 2, 2023 | Image DehazingImage Denoising | 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 |
| Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models | Apr 17, 2023 | Bokeh Effect RenderingDenoising | CodeCode Available | 2 |
| DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network | Jul 21, 2022 | Image EnhancementImage Reconstruction | 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 |
| Image Restoration via Multi-domain Learning | May 7, 2025 | Cloud RemovalDeblurring | CodeCode Available | 1 |
| Regional Attention for Shadow Removal | Nov 21, 2024 | Shadow Removal | CodeCode Available | 1 |
| OmniSR: Shadow Removal under Direct and Indirect Lighting | Oct 2, 2024 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 |
| ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal | Apr 29, 2024 | Shadow Removal | CodeCode Available | 1 |
| S3R-Net: A Single-Stage Approach to Self-Supervised Shadow Removal | Apr 18, 2024 | Shadow Removal | CodeCode Available | 1 |
| Towards Image Ambient Lighting Normalization | Mar 27, 2024 | BenchmarkingImage Restoration | CodeCode Available | 1 |
| HomoFormer: Homogenized Transformer for Image Shadow Removal | Jan 1, 2024 | DiversityImage Shadow Removal | CodeCode Available | 1 |
| Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise | Nov 25, 2023 | DenoisingImage Generation | 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 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| Leveraging Inpainting for Single-Image Shadow Removal | Feb 10, 2023 | DecoderImage Inpainting | CodeCode Available | 1 |
| ShadowFormer: Global Context Helps Image Shadow Removal | Feb 3, 2023 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 |
| Document Image Shadow Removal Guided by Color-Aware Background | Jan 1, 2023 | DecoderDocument Shadow Removal | CodeCode Available | 1 |
| ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal | Dec 9, 2022 | Image GenerationImage Restoration | CodeCode Available | 1 |
| ShaDocNet: Learning Spatial-Aware Tokens in Transformer for Document Shadow Removal | Nov 30, 2022 | Document Shadow RemovalImage 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 |
| DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT Similarity | Nov 15, 2022 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 |
| Style-Guided Shadow Removal | Nov 9, 2022 | Image RestorationShadow Removal | CodeCode Available | 1 |
