2014
Semi-supervised Learning of Nonrigid Deformations for Image Registration
Onofrey J, Staib L, Papademetris X. Semi-supervised Learning of Nonrigid Deformations for Image Registration. Lecture Notes In Computer Science 2014, 8331: 13-23. DOI: 10.1007/978-3-319-05530-5_2.Peer-Reviewed Original ResearchLarge medical image databasesSemi-supervised learning frameworkMedical image databasesStatistical deformation modelSemi-supervised learningIntensity-based registrationImage databaseLeave-one-out cross validationLearning frameworkSupervised registrationsMR datasetsImage registrationRegistration algorithmUnsupervised registrationsBrain imagesNonrigid transformationNonrigid deformationResearch communityBrain Atlas databaseVast quantitiesCross validationMR brainRegistrationLarge amountDatabase
2007
Local Shape Registration Using Boundary-Constrained Match of Skeletons
Zhu Y, Papademetris X, Sinusas A, Duncan J. Local Shape Registration Using Boundary-Constrained Match of Skeletons. 2007, 1-8. DOI: 10.1109/cvpr.2007.383427.Peer-Reviewed Original ResearchTarget objectDynamic pruning algorithmLocal shapePruning algorithmShape registration algorithmRegistration algorithmObject skeletonShape registrationCardiac sequenceAlgorithmShape correspondenceConstraint termBinary shapesMeaningful correspondenceBulky objectsLocal shape registrationPotential fieldObjects