| 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 |
| Explicit Visual Prompting for Universal Foreground Segmentations | May 29, 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 |
| Learning from Synthetic Shadows for Shadow Detection and Removal | Jan 5, 2021 | DiversityShadow 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 |
| Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry | Apr 20, 2021 | Earth ObservationImage Reconstruction | 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 |
| 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 |
| 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 |
| Instance Shadow Detection | Nov 16, 2019 | Instance Shadow DetectionObject | 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 |
| AdapterShadow: Adapting Segment Anything Model for Shadow Detection | Nov 15, 2023 | modelShadow Detection | CodeCode Available | 1 | 5 |
| Instance Shadow Detection with A Single-Stage Detector | Jul 11, 2022 | Instance Shadow DetectionObject | 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 |
| ShaDocNet: Learning Spatial-Aware Tokens in Transformer for Document Shadow Removal | Nov 30, 2022 | Document Shadow RemovalImage Shadow Removal | CodeCode Available | 1 | 5 |
| SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection | Aug 17, 2023 | DisentanglementShadow Detection | CodeCode Available | 1 | 5 |
| Single-Stage Instance Shadow Detection with Bidirectional Relation Learning | Jun 19, 2021 | Instance Shadow DetectionObject | CodeCode Available | 1 | 5 |
| A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation | Dec 4, 2017 | Detecting ShadowsShadow Detection | CodeCode Available | 0 | 5 |
