| Contour Field based Elliptical Shape Prior for the Segment Anything Model | Apr 17, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization | Apr 17, 2025 | Cell SegmentationImage Segmentation | —Unverified | 0 |
| Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation | Apr 16, 2025 | DiagnosticImage Segmentation | —Unverified | 0 |
| A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray Images | Apr 16, 2025 | Image RegistrationSegmentation | CodeCode Available | 0 |
| Uncertainty-Guided Coarse-to-Fine Tumor Segmentation with Anatomy-Aware Post-Processing | Apr 16, 2025 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 |
| TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation | Apr 16, 2025 | Image SegmentationLatent Diffusion Model for 3D | —Unverified | 0 |
| Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI | Apr 16, 2025 | Brain Tumor SegmentationPrognosis | —Unverified | 0 |
| TSAL: Few-shot Text Segmentation Based on Attribute Learning | Apr 15, 2025 | AttributeFew-Shot Learning | —Unverified | 0 |
| PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation | Apr 15, 2025 | Foreground SegmentationImage Segmentation | CodeCode Available | 1 |
| MediSee: Reasoning-based Pixel-level Perception in Medical Images | Apr 15, 2025 | Logical ReasoningReasoning Segmentation | —Unverified | 0 |
| PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild | Apr 15, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| AgentPolyp: Accurate Polyp Segmentation via Image Enhancement Agent | Apr 15, 2025 | DenoisingImage Enhancement | —Unverified | 0 |
| IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme | Apr 14, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Efficient Brain Tumor Segmentation Using a Dual-Decoder 3D U-Net with Attention Gates (DDUNet) | Apr 14, 2025 | Brain Tumor SegmentationDecoder | —Unverified | 0 |
| HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation | Apr 14, 2025 | AnatomyImage Segmentation | —Unverified | 0 |
| MorphTok: Morphologically Grounded Tokenization for Indian Languages | Apr 14, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT Images | Apr 14, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 |
| MASSeg : 2nd Technical Report for 4th PVUW MOSE Track | Apr 14, 2025 | Data AugmentationObject | CodeCode Available | 0 |
| Real-time Seafloor Segmentation and Mapping | Apr 14, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model | Apr 13, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| ToolTipNet: A Segmentation-Driven Deep Learning Baseline for Surgical Instrument Tip Detection | Apr 13, 2025 | PositionSegmentation | —Unverified | 0 |
| FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution | Apr 13, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation | Apr 13, 2025 | Computational EfficiencyLesion Segmentation | —Unverified | 0 |
| AerOSeg: Harnessing SAM for Open-Vocabulary Segmentation in Remote Sensing Images | Apr 12, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
