| Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey | Jul 11, 2024 | Deep LearningImage Restoration | CodeCode Available | 3 | 5 |
| DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network | Jul 21, 2022 | Image EnhancementImage Reconstruction | CodeCode Available | 2 | 5 |
| Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models | Apr 17, 2023 | Bokeh Effect RenderingDenoising | CodeCode Available | 2 | 5 |
| ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer | Apr 18, 2024 | Image Shadow Removalobject-detection | CodeCode Available | 2 | 5 |
| Controlling Vision-Language Models for Multi-Task Image Restoration | Oct 2, 2023 | Image DehazingImage Denoising | CodeCode Available | 2 | 5 |
| 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 | 5 |
| SpA-Former: Transformer image shadow detection and removal via spatial attention | Jun 22, 2022 | Shadow DetectionShadow Detection And Removal | CodeCode Available | 2 | 5 |
| Shadow Removal via Shadow Image Decomposition | Aug 23, 2019 | Shadow Removal | CodeCode Available | 1 | 5 |
| ShaDocNet: Learning Spatial-Aware Tokens in Transformer for Document Shadow Removal | Nov 30, 2022 | Document Shadow RemovalImage Shadow Removal | CodeCode Available | 1 | 5 |
| HomoFormer: Homogenized Transformer for Image Shadow Removal | Jan 1, 2024 | DiversityImage Shadow Removal | CodeCode Available | 1 | 5 |
| Auto-Exposure Fusion for Single-Image Shadow Removal | Mar 1, 2021 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 | 5 |
| Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise | Nov 25, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| OmniSR: Shadow Removal under Direct and Indirect Lighting | Oct 2, 2024 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 | 5 |
| S3R-Net: A Single-Stage Approach to Self-Supervised Shadow Removal | Apr 18, 2024 | Shadow Removal | CodeCode Available | 1 | 5 |
| Towards Image Ambient Lighting Normalization | Mar 27, 2024 | BenchmarkingImage Restoration | CodeCode Available | 1 | 5 |
| Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data | Mar 26, 2019 | Shadow Removal | CodeCode Available | 1 | 5 |
| Unsupervised Portrait Shadow Removal via Generative Priors | Aug 7, 2021 | Shadow RemovalUnsupervised Semantic Segmentation | CodeCode Available | 1 | 5 |
| ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal | Apr 29, 2024 | Shadow Removal | CodeCode Available | 1 | 5 |
| A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow Removal | Aug 2, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 | 5 |
| Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic Data | Mar 20, 2022 | Face VerificationShadow Removal | CodeCode Available | 1 | 5 |
| Physics-based Shadow Image Decomposition for Shadow Removal | Dec 23, 2020 | Shadow Removal | CodeCode Available | 1 | 5 |
| Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN | Nov 20, 2019 | 2kGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Document Image Shadow Removal Guided by Color-Aware Background | Jan 1, 2023 | DecoderDocument Shadow Removal | CodeCode Available | 1 | 5 |
| Regional Attention for Shadow Removal | Nov 21, 2024 | Shadow Removal | CodeCode Available | 1 | 5 |
| Learning from Synthetic Shadows for Shadow Detection and Removal | Jan 5, 2021 | DiversityShadow Detection | CodeCode Available | 1 | 5 |
| BEDSR-Net: A Deep Shadow Removal Network From a Single Document Image | Jun 1, 2020 | Document Shadow RemovalImage Shadow Removal | CodeCode Available | 1 | 5 |
| DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT Similarity | Nov 15, 2022 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 | 5 |
| Style-Guided Shadow Removal | Nov 9, 2022 | Image RestorationShadow Removal | CodeCode Available | 1 | 5 |
| Image Restoration via Multi-domain Learning | May 7, 2025 | Cloud RemovalDeblurring | CodeCode Available | 1 | 5 |
| From Shadow Generation to Shadow Removal | Mar 24, 2021 | Shadow Removal | CodeCode Available | 1 | 5 |
| Bijective Mapping Network for Shadow Removal | Jan 1, 2022 | Shadow Removal | CodeCode Available | 1 | 5 |
| Intrinsic Decomposition of Document Images In-the-Wild | Nov 29, 2020 | Document Shadow RemovalIntrinsic Image Decomposition | CodeCode Available | 1 | 5 |
| Leveraging Inpainting for Single-Image Shadow Removal | Feb 10, 2023 | DecoderImage Inpainting | CodeCode Available | 1 | 5 |
| ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal | Dec 9, 2022 | Image GenerationImage Restoration | CodeCode Available | 1 | 5 |
| Shadow Removal by a Lightness-Guided Network with Training on Unpaired Data | Jun 28, 2020 | Shadow Removal | CodeCode Available | 1 | 5 |
| CANet: A Context-Aware Network for Shadow Removal | Aug 23, 2021 | DecoderPatch Matching | CodeCode Available | 1 | 5 |
| LAB-Net: LAB Color-Space Oriented Lightweight Network for Shadow Removal | Aug 27, 2022 | Shadow Removal | CodeCode Available | 1 | 5 |
| ShadowFormer: Global Context Helps Image Shadow Removal | Feb 3, 2023 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 | 5 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 | 5 |
| 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 | 5 |
| DeshadowNet: A Multi-Context Embedding Deep Network for Shadow Removal | Jul 1, 2017 | Shadow Removal | CodeCode Available | 0 | 5 |
| SAM-helps-Shadow:When Segment Anything Model meet shadow removal | Jun 1, 2023 | Image Shadow RemovalShadow Detection | CodeCode Available | 0 | 5 |
| RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow Removal | Nov 20, 2019 | Image EnhancementShadow Removal | CodeCode Available | 0 | 5 |
| An Iterative Approach for Shadow Removal in Document Images | Sep 13, 2018 | Document Shadow RemovalShadow Removal | CodeCode Available | 0 | 5 |
| Robust Graph Learning from Noisy Data | Dec 17, 2018 | ClusteringGeneral Classification | CodeCode Available | 0 | 5 |
| ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal | Sep 13, 2023 | Document Shadow RemovalShadow Removal | CodeCode Available | 0 | 5 |
| Cross-Modal Spherical Aggregation for Weakly Supervised Remote Sensing Shadow Removal | Jun 25, 2024 | Shadow Removal | CodeCode Available | 0 | 5 |
| Retinex-guided Histogram Transformer for Mask-free Shadow Removal | Apr 18, 2025 | Shadow Removal | CodeCode Available | 0 | 5 |
| NTIRE 2023 Image Shadow Removal Challenge Technical Report: Team IIM_TTI | Mar 13, 2024 | Data AugmentationImage Shadow Removal | CodeCode Available | 0 | 5 |
| An Effective Background Estimation Method for Shadows Removal of Document Images | Aug 26, 2019 | Document Shadow RemovalShadow Detection | CodeCode Available | 0 | 5 |
