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Segmentation

Papers

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Showing 4826–4850 of 13072 papers

TitleStatusHype
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imageryCode0
Improved 3D Whole Heart Geometry from Sparse CMR SlicesCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Few-Shot Segmentation with Global and Local Contrastive LearningCode0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
EPPS: Advanced Polyp Segmentation via Edge Information Injection and Selective Feature DecouplingCode0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
Chinese Relation Extraction with Multi-Grained Information and External Linguistic KnowledgeCode0
Image Segmentation with Topological PriorsCode0
Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentationCode0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
Imperfect Segmentation Labels: How Much Do They Matter?Code0
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural NetworksCode0
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context UnderstandingCode0
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
Image Segmentation: Inducing graph-based learningCode0
Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle RepresentationCode0
EOLO: Embedded Object Segmentation only Look OnceCode0
Image Forgery Localization Based on Multi-Scale Convolutional Neural NetworksCode0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography ImagesCode0
AnoFPDM: Anomaly Segmentation with Forward Process of Diffusion Models for Brain MRICode0
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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