| Comparative Analysis of Deep Learning Architectures for Breast Region Segmentation with a Novel Breast Boundary Proposal | Oct 3, 2024 | Boundary DetectionSegmentation | —Unverified | 0 |
| HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer | Oct 3, 2024 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images | Oct 3, 2024 | parameter-efficient fine-tuningPrognosis | —Unverified | 0 |
| MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation | Oct 3, 2024 | DiagnosticImage Segmentation | —Unverified | 0 |
| Med-TTT: Vision Test-Time Training model for Medical Image Segmentation | Oct 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation | Oct 3, 2024 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 |
| CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration | Oct 3, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Segment as You Wish -- Free-Form Language-Based Segmentation for Medical Images | Oct 2, 2024 | AnatomyForm | CodeCode Available | 0 |
| Frequency-Based Federated Domain Generalization for Polyp Segmentation | Oct 2, 2024 | Domain GeneralizationFederated Learning | CodeCode Available | 0 |
| Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials | Oct 2, 2024 | Image SegmentationSegmentation | —Unverified | 0 |
| Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase Segmentation | Oct 2, 2024 | Segmentation | CodeCode Available | 0 |
| Formula-Driven Data Augmentation and Partial Retinal Layer Copying for Retinal Layer Segmentation | Oct 2, 2024 | Data AugmentationSegmentation | —Unverified | 0 |
| SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole Segmentation | Oct 2, 2024 | Segmentation | CodeCode Available | 0 |
| SurgPointTransformer: Vertebrae Shape Completion with RGB-D Data | Oct 2, 2024 | 3D ReconstructionAnatomy | —Unverified | 0 |
| Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model | Oct 2, 2024 | Instance SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| SegHeD: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints | Oct 2, 2024 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data | Oct 1, 2024 | Earth ObservationSegmentation | —Unverified | 0 |
| TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting | Oct 1, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer | Oct 1, 2024 | Object RecognitionSegmentation | —Unverified | 0 |
| Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation | Oct 1, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| ASQuery: A Query-based Model for Action Segmentation | Sep 30, 2024 | Action SegmentationDecoder | CodeCode Available | 1 |
| Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation | Sep 30, 2024 | Image RetrievalScene Understanding | —Unverified | 0 |
| Open-Source Periorbital Segmentation Dataset for Ophthalmic Applications | Sep 30, 2024 | AllDeep Learning | CodeCode Available | 0 |
| IRFusionFormer: Enhancing Pavement Crack Segmentation with RGB-T Fusion and Topological-Based Loss | Sep 30, 2024 | Crack SegmentationSegmentation | CodeCode Available | 1 |
| KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation | Sep 30, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
