| 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 |
| 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 |
| OmniSR: Shadow Removal under Direct and Indirect Lighting | Oct 2, 2024 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 |
| HomoFormer: Homogenized Transformer for Image Shadow Removal | Jan 1, 2024 | DiversityImage Shadow Removal | 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 |
| DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT Similarity | Nov 15, 2022 | Image Shadow RemovalShadow Removal | CodeCode Available | 1 |
| Auto-Exposure Fusion for Single-Image Shadow Removal | Mar 1, 2021 | Image Shadow RemovalShadow 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 |
| Towards Hard and Soft Shadow Removal via Dual-Branch Separation Network and Vision Transformer | Jan 3, 2025 | Image Shadow RemovalShadow Removal | —Unverified | 0 |
| SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal | Jan 1, 2025 | Image Shadow RemovalShadow Removal | —Unverified | 0 |
| Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation | Dec 3, 2024 | Image ReconstructionImage Shadow Removal | —Unverified | 0 |
| ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal | Nov 5, 2024 | Image Shadow RemovalMamba | —Unverified | 0 |
| SoftShadow: Leveraging Penumbra-Aware Soft Masks for Shadow Removal | Sep 11, 2024 | Image Shadow RemovalShadow Removal | CodeCode Available | 0 |
| Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal | Aug 7, 2024 | BenchmarkingHard Attention | —Unverified | 0 |
| Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-adaptive Attacks | Mar 15, 2024 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| NTIRE 2023 Image Shadow Removal Challenge Technical Report: Team IIM_TTI | Mar 13, 2024 | Data AugmentationImage Shadow Removal | CodeCode Available | 0 |
| Progressive Recurrent Network for Shadow Removal | Nov 1, 2023 | Image Shadow RemovalShadow Removal | —Unverified | 0 |
| Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal | Sep 21, 2023 | Image RestorationImage Segmentation | —Unverified | 0 |
| SAM-helps-Shadow:When Segment Anything Model meet shadow removal | Jun 1, 2023 | Image Shadow RemovalShadow Detection | CodeCode Available | 0 |
| Learning Restoration is Not Enough: Transfering Identical Mapping for Single-Image Shadow Removal | May 18, 2023 | Image Shadow RemovalShadow Removal | —Unverified | 0 |
| Shadow Removal of Text Document Images Using Background Estimation and Adaptive Text Enhancement | May 5, 2023 | BinarizationDocument Shadow Removal | CodeCode Available | 0 |
| Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition | Jan 1, 2023 | Image RestorationImage Shadow Removal | —Unverified | 0 |
| Efficient Model-Driven Network for Shadow Removal | Feb 1, 2022 | Image Shadow Removalmodel | CodeCode Available | 0 |
| Mask-ShadowNet: Towards Shadow Removal via Masked Adaptive Instance Normalization | Apr 19, 2021 | Image Shadow RemovalShadow Removal | CodeCode Available | 0 |
| Self-Supervised Shadow Removal | Oct 22, 2020 | Image Shadow RemovalSelf-Supervised Learning | —Unverified | 0 |
| Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images | Jun 1, 2020 | Image Shadow RemovalRain Removal | —Unverified | 0 |
| Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks | Mar 11, 2019 | DecoderImage Segmentation | —Unverified | 0 |
| Robust Graph Learning from Noisy Data | Dec 17, 2018 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Appearance Harmonization for Single Image Shadow Removal | Mar 21, 2016 | Image GenerationImage Shadow Removal | —Unverified | 0 |
