| FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis | Jun 3, 2024 | SegmentationTumor Segmentation | CodeCode Available | 2 |
| From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation | Jan 1, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Fully Convolutional Instance-aware Semantic Segmentation | Nov 23, 2016 | General ClassificationInstance Segmentation | CodeCode Available | 2 |
| FOCUS: Towards Universal Foreground Segmentation | Jan 9, 2025 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Focal Modulation Networks | Mar 22, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train | Jun 29, 2023 | SegmentationTransfer Learning | CodeCode Available | 2 |
| AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation | Mar 29, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| FM-Fusion: Instance-aware Semantic Mapping Boosted by Vision-Language Foundation Models | Feb 7, 2024 | Instance SegmentationObject | CodeCode Available | 2 |
| FocalClick: Towards Practical Interactive Image Segmentation | Apr 6, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 |
| FreeSOLO: Learning to Segment Objects without Annotations | Feb 24, 2022 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything | Feb 29, 2024 | 3D Object ReconstructionInstance Segmentation | CodeCode Available | 2 |
| Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation | Sep 24, 2024 | DiversityInstance Segmentation | CodeCode Available | 2 |
| A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images | Apr 19, 2022 | Segmentation | CodeCode Available | 2 |
| Find Any Part in 3D | Nov 20, 2024 | 3D Part SegmentationDiversity | CodeCode Available | 2 |
| FEC: Fast Euclidean Clustering for Point Cloud Segmentation | Aug 16, 2022 | ClusteringInstance Segmentation | CodeCode Available | 2 |
| FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation | Mar 8, 2024 | Federated LearningImage Segmentation | CodeCode Available | 2 |
| Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation | Mar 5, 2025 | ObjectReferring Video Object Segmentation | CodeCode Available | 2 |
| Fast Online Object Tracking and Segmentation: A Unifying Approach | Dec 12, 2018 | ObjectObject Tracking | CodeCode Available | 2 |
| FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation | Mar 15, 2023 | DecoderInstance Segmentation | CodeCode Available | 2 |
| FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRI | Aug 24, 2023 | GPUSegmentation | CodeCode Available | 2 |
| A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ Segmentation | Sep 7, 2023 | Organ SegmentationSegmentation | CodeCode Available | 2 |
| FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation | Jan 1, 2024 | Action SegmentationSegmentation | CodeCode Available | 2 |
| FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation | Dec 12, 2024 | Cross-Domain Few-ShotDomain Generalization | CodeCode Available | 2 |
| F-LMM: Grounding Frozen Large Multimodal Models | Jun 9, 2024 | General KnowledgeInstruction Following | CodeCode Available | 2 |
| Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure | Sep 4, 2024 | Crack SegmentationDecoder | CodeCode Available | 2 |
