| 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 |
| 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 |
| SpA-Former: Transformer image shadow detection and removal via spatial attention | Jun 22, 2022 | Shadow DetectionShadow Detection And Removal | CodeCode Available | 2 |
| Explicit Visual Prompting for Low-Level Structure Segmentations | Mar 20, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Explicit Visual Prompting for Universal Foreground Segmentations | May 29, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| 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 |
| Learning from Synthetic Shadows for Shadow Detection and Removal | Jan 5, 2021 | DiversityShadow Detection | CodeCode Available | 1 |
| When SAM Meets Shadow Detection | May 19, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| 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 |
| 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 |
| A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection | Jun 1, 2020 | Shadow Detection | CodeCode Available | 1 |
| Triple-cooperative Video Shadow Detection | Mar 11, 2021 | Saliency DetectionSemantic Segmentation | CodeCode Available | 1 |
| Video Instance Shadow Detection Under the Sun and Sky | Nov 23, 2022 | Contrastive LearningInstance Shadow Detection | CodeCode Available | 1 |
| AdapterShadow: Adapting Segment Anything Model for Shadow Detection | Nov 15, 2023 | modelShadow Detection | CodeCode Available | 1 |
| DESOBAv2: Towards Large-scale Real-world Dataset for Shadow Generation | Aug 19, 2023 | ObjectShadow Detection | CodeCode Available | 1 |
| Detect Any Shadow: Segment Anything for Video Shadow Detection | May 26, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training | Jun 17, 2022 | Shadow DetectionSpatial Interpolation | CodeCode Available | 1 |
| SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels | Aug 23, 2023 | Shadow Detection | CodeCode Available | 1 |
| Single-Stage Instance Shadow Detection with Bidirectional Relation Learning | Jun 19, 2021 | Instance Shadow DetectionObject | CodeCode Available | 1 |
| Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry | Apr 20, 2021 | Earth ObservationImage Reconstruction | 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 |
| SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection | Aug 17, 2023 | DisentanglementShadow Detection | CodeCode Available | 1 |
| Instance Shadow Detection | Nov 16, 2019 | Instance Shadow DetectionObject | CodeCode Available | 1 |
| Instance Shadow Detection with A Single-Stage Detector | Jul 11, 2022 | Instance Shadow DetectionObject | CodeCode Available | 1 |
| Temporal Feature Warping for Video Shadow Detection | Jul 29, 2021 | Optical Flow EstimationShadow Detection | —Unverified | 0 |
| AI driven shadow model detection in agropv farms | Apr 16, 2023 | modelShadow Detection | —Unverified | 0 |
| A Reflectance Based Method For Shadow Detection and Removal | Jul 11, 2018 | Detecting ShadowsScene Understanding | —Unverified | 0 |
| ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal | Aug 4, 2019 | Generative Adversarial NetworkShadow Detection | —Unverified | 0 |
| Automated segmentation of microvessels in intravascular OCT images using deep learning | Oct 1, 2022 | Data AugmentationSegmentation | —Unverified | 0 |
| Automatic Feature Learning for Robust Shadow Detection | Jun 1, 2014 | Shadow Detection | —Unverified | 0 |
| Automatic Spatial Context-Sensitive Cloud/Cloud-Shadow Detection in Multi-Source Multi-Spectral Earth Observation Images: AutoCloud+ | Jan 16, 2017 | Earth ObservationImage Enhancement | —Unverified | 0 |
| Cast and Self Shadow Segmentation in Video Sequences using Interval based Eigen Value Representation | Aug 28, 2016 | Change DetectionShadow Detection | —Unverified | 0 |
| Complicated Background Suppression of ViSAR Image For Moving Target Shadow Detection | Sep 21, 2022 | Shadow Detection | —Unverified | 0 |
| Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images | Nov 10, 2023 | SegmentationSensitivity | —Unverified | 0 |
| Differentiable Point-based Inverse Rendering | Dec 5, 2023 | Computational EfficiencyInverse Rendering | —Unverified | 0 |
| Distraction-Aware Shadow Detection | Jun 1, 2019 | Scene UnderstandingShadow Detection | —Unverified | 0 |
| Learning Shadow Correspondence for Video Shadow Detection | Jul 30, 2022 | Shadow DetectionVideo Shadow Detection | —Unverified | 0 |
| Leave-One-Out Kernel Optimization for Shadow Detection | Dec 1, 2015 | Shadow DetectionSuperpixels | —Unverified | 0 |
| MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis | Dec 3, 2024 | ObjectShadow Detection | —Unverified | 0 |
| Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting | Jan 1, 2021 | Shadow Detection | —Unverified | 0 |
| Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery | Jun 17, 2016 | Cloud DetectionEarth Observation | —Unverified | 0 |
| New approach for solar tracking systems based on computer vision, low cost hardware and deep learning | Sep 19, 2018 | Shadow Detection | —Unverified | 0 |
| Noisy Label Recovery for Shadow Detection in Unfamiliar Domains | Jun 1, 2016 | Detecting ShadowsShadow Detection | —Unverified | 0 |
| Pixel-wise Orthogonal Decomposition for Color Illumination Invariant and Shadow-free Image | Jun 30, 2014 | Shadow Detection | —Unverified | 0 |
| QDCNN: Quantum Deep Learning for Enhancing Safety and Reliability in Autonomous Transportation Systems | Mar 1, 2025 | Autonomous VehiclesComputational Efficiency | —Unverified | 0 |
| Fine-Context Shadow Detection using Shadow Removal | Sep 20, 2021 | Shadow DetectionShadow Detection And Removal | —Unverified | 0 |
| Radar shadow detection in SAR images using DEM and projections | Sep 7, 2013 | Detecting ShadowsShadow Detection | —Unverified | 0 |
| Region Refinement Network for Salient Object Detection | Jun 27, 2019 | Objectobject-detection | —Unverified | 0 |
| SCOTCH and SODA: A Transformer Video Shadow Detection Framework | Nov 13, 2022 | Contrastive LearningShadow Detection | —Unverified | 0 |
| S-EO: A Large-Scale Dataset for Geometry-Aware Shadow Detection in Remote Sensing Applications | Apr 9, 2025 | 3D ReconstructionNeRF | —Unverified | 0 |
