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Segmentation

Papers

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Showing 601–625 of 13072 papers

TitleStatusHype
Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans—0
SegRet: An Efficient Design for Semantic Segmentation with Retentive NetworkCode0
Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model—0
Event Segmentation Applications in Large Language Model Enabled Automated Recall Assessments—0
MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation—0
When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image ClassificationCode0
Learning Wall Segmentation in 3D Vessel Trees using Sparse Annotations—0
SpeHeatal: A Cluster-Enhanced Segmentation Method for Sperm Morphology AnalysisCode0
Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour AwarenessCode1
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs—0
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
MultiFlow: A unified deep learning framework for multi-vessel classification, segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort—0
Text-promptable Propagation for Referring Medical Image Sequence Segmentation—0
SEM-CLIP: Precise Few-Shot Learning for Nanoscale Defect Detection in Scanning Electron Microscope Image—0
Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel DatasetCode0
A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classificationCode1
SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based EnhancementCode1
Dynamic-Computed Tomography Angiography for Cerebral Vessel Templates and Segmentation—0
SAMRI-2: A Memory-based Model for Cartilage and Meniscus Segmentation in 3D MRIs of the Knee Joint—0
Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition AnalysisCode1
Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT—0
Memory-based Ensemble Learning in CMR Semantic SegmentationCode0
DynSegNet:Dynamic Architecture Adjustment for Adversarial Learning in Segmenting Hemorrhagic Lesions from Fundus Images—0
Utilizing Pre-trained and Large Language Models for 10-K Items Segmentation—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified