| SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More | Aug 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 5 | 5 |
| SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More | Apr 18, 2023 | General KnowledgeImage Segmentation | CodeCode Available | 3 | 5 |
| Explicit Visual Prompting for Low-Level Structure Segmentations | Mar 20, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 | 5 |
| Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era | Sep 3, 2024 | Scene UnderstandingShadow Detection | 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 |
| Explicit Visual Prompting for Universal Foreground Segmentations | May 29, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 | 5 |
| Cloud and Cloud Shadow Segmentation for Remote Sensing Imagery via Filtered Jaccard Loss Function and Parametric Augmentation | Jan 23, 2020 | Cloud DetectionData Augmentation | CodeCode Available | 1 | 5 |
| SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection | Aug 17, 2023 | DisentanglementShadow Detection | 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 |
| Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry | Apr 20, 2021 | Earth ObservationImage Reconstruction | CodeCode Available | 1 | 5 |
| SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels | Aug 23, 2023 | Shadow Detection | CodeCode Available | 1 | 5 |
| Single-Stage Instance Shadow Detection with Bidirectional Relation Learning | Jun 19, 2021 | Instance Shadow DetectionObject | CodeCode Available | 1 | 5 |
| AdapterShadow: Adapting Segment Anything Model for Shadow Detection | Nov 15, 2023 | modelShadow Detection | CodeCode Available | 1 | 5 |
| Instance Shadow Detection | Nov 16, 2019 | Instance Shadow DetectionObject | CodeCode Available | 1 | 5 |
| Triple-cooperative Video Shadow Detection | Mar 11, 2021 | Saliency DetectionSemantic Segmentation | CodeCode Available | 1 | 5 |
| Video Instance Shadow Detection Under the Sun and Sky | Nov 23, 2022 | Contrastive LearningInstance Shadow Detection | CodeCode Available | 1 | 5 |
| Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training | Jun 17, 2022 | Shadow DetectionSpatial Interpolation | CodeCode Available | 1 | 5 |
| When SAM Meets Shadow Detection | May 19, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Instance Shadow Detection with A Single-Stage Detector | Jul 11, 2022 | Instance Shadow DetectionObject | CodeCode Available | 1 | 5 |
| Learning from Synthetic Shadows for Shadow Detection and Removal | Jan 5, 2021 | DiversityShadow Detection | CodeCode Available | 1 | 5 |
| CloudS2Mask: A novel deep learning approach for improved cloud and cloud shadow masking in Sentinel-2 imagery | May 15, 2024 | Active LearningShadow Detection | CodeCode Available | 1 | 5 |
| A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection | Jun 1, 2020 | Shadow Detection | CodeCode Available | 1 | 5 |
| DESOBAv2: Towards Large-scale Real-world Dataset for Shadow Generation | Aug 19, 2023 | ObjectShadow Detection | CodeCode Available | 1 | 5 |
| Detect Any Shadow: Segment Anything for Video Shadow Detection | May 26, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Timeline and Boundary Guided Diffusion Network for Video Shadow Detection | Aug 21, 2024 | Shadow DetectionVideo Shadow Detection | CodeCode Available | 0 | 5 |
| Local Water-Filling Algorithm for Shadow Detection and Removal of Document Images | Dec 4, 2020 | Document Shadow RemovalShadow Detection | CodeCode Available | 0 | 5 |
| Ultrasound Confidence Maps of Intensity and Structure Based on Directed Acyclic Graphs and Artifact Models | Nov 24, 2020 | Shadow Detection | CodeCode Available | 0 | 5 |
| Direction-aware Spatial Context Features for Shadow Detection | Dec 12, 2017 | Detecting ShadowsShadow Detection | 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 |
| Delving into Dark Regions for Robust Shadow Detection | Feb 21, 2024 | Shadow Detection | CodeCode Available | 0 | 5 |
| Direction-aware Spatial Context Features for Shadow Detection and Removal | May 12, 2018 | Shadow DetectionShadow Detection And Removal | CodeCode Available | 0 | 5 |
| When SAM2 Meets Video Shadow and Mirror Detection | Dec 26, 2024 | Image SegmentationMirror Detection | CodeCode Available | 0 | 5 |
| Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection | Sep 1, 2018 | Shadow Detection | CodeCode Available | 0 | 5 |
| Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach? | Nov 15, 2018 | Color ConstancyGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Drone Shadow Tracking | May 20, 2019 | Shadow DetectionShadow 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 |
| Revisiting Shadow Detection: A New Benchmark Dataset for Complex World | Nov 16, 2019 | Shadow Detection | 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 |
| FastInstShadow: A Simple Query-Based Model for Instance Shadow Detection | Mar 10, 2025 | DecoderInstance Shadow Detection | CodeCode Available | 0 | 5 |
| Language-Driven Interactive Shadow Detection | Aug 16, 2024 | DescriptiveShadow Detection | CodeCode Available | 0 | 5 |
| DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network | Nov 9, 2019 | Cloud DetectionShadow Detection | CodeCode Available | 0 | 5 |
| RenDetNet: Weakly-supervised Shadow Detection with Shadow Caster Verification | Aug 30, 2024 | Shadow Detection | CodeCode Available | 0 | 5 |
| Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal | Dec 7, 2017 | Generative Adversarial NetworkMulti-Task Learning | CodeCode Available | 0 | 5 |
| Fast Shadow Detection from a Single Image Using a Patched Convolutional Neural Network | Sep 26, 2017 | Shadow Detection | CodeCode Available | 0 | 5 |
| SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection | Aug 7, 2024 | Shadow Detection | CodeCode Available | 0 | 5 |
| Adaptive Illumination Mapping for Shadow Detection in Raw Images | Jan 1, 2023 | Shadow Detection | CodeCode Available | 0 | 5 |
| A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation | Dec 4, 2017 | Detecting ShadowsShadow Detection | CodeCode Available | 0 | 5 |
| Temporal Feature Warping for Video Shadow Detection | Jul 29, 2021 | Optical Flow EstimationShadow Detection | —Unverified | 0 | 0 |
| AI driven shadow model detection in agropv farms | Apr 16, 2023 | modelShadow Detection | —Unverified | 0 | 0 |
| A Reflectance Based Method For Shadow Detection and Removal | Jul 11, 2018 | Detecting ShadowsScene Understanding | —Unverified | 0 | 0 |
