Joint Prior Models of Neighboring Objects for 3D Image Segmentation
Yang J, Duncan JS. Joint Prior Models of Neighboring Objects for 3D Image Segmentation. 2015 IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2004, 1: i-314-i-319. PMID: 20448825, PMCID: PMC2864486, DOI: 10.1109/cvpr.2004.1315048.Peer-Reviewed Original ResearchImage segmentationMultiple objectsNeighboring objectsVariation of objectsShape prior modelPrior modelMedical imagesInput imageTraining imagesPosteriori estimation modelMultidimensional dataTraining phasePoint correspondencesSegmentationMap shapeReference objectPrior knowledgePrior informationLevel set functionDistance functionEstimation modelObjectsImagesDifficult objectsJoint probability distributionSegmentation of 3D Deformable Objects with Level Set Based Prior Models
Yang J, Tagare HD, Staib LH, Duncan JS. Segmentation of 3D Deformable Objects with Level Set Based Prior Models. 2011 IEEE International Symposium On Biomedical Imaging: From Nano To Macro 2004, 1: 85-88. PMID: 20300448, PMCID: PMC2840654, DOI: 10.1109/isbi.2004.1398480.Peer-Reviewed Original ResearchMultiple objectsMedical imagesObject shapeExplicit point correspondencesShape prior constraintVariation of objectsTraining imagesMultidimensional dataTraining phaseDeformable modelDeformable objectsPoint correspondencesSegmentationPrior constraintsPrior informationLevel set functionPrior modelEstimation modelImagesObjectsLevel setsSet functionMaximum ARepresentationPoint distribution