| 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 |
| 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 |
| Explicit Visual Prompting for Universal Foreground Segmentations | May 29, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Explicit Visual Prompting for Low-Level Structure Segmentations | Mar 20, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| SpA-Former: Transformer image shadow detection and removal via spatial attention | Jun 22, 2022 | Shadow DetectionShadow Detection And Removal | CodeCode Available | 2 |
| 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 |
| AdapterShadow: Adapting Segment Anything Model for Shadow Detection | Nov 15, 2023 | modelShadow Detection | 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 |
| DESOBAv2: Towards Large-scale Real-world Dataset for Shadow Generation | Aug 19, 2023 | ObjectShadow Detection | CodeCode Available | 1 |
