Localized Components Analysis(12)

Abstract. We introduce Localized Components Analysis (LoCA) for describing surface shape variation in an ensemble of biomedical objects using a linear subspace of spatially localized shape components. In contrast to earlier methods, LoCA optimizes explicit

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17.Witelson,S.:Handandsexdi erencesintheisthmusandbodyofthecorpus

callosum:apostmortemmorphologicalstudy.Brain112,799–835(1989)

18.Ghosh,D.,Amenta,N.:Landmarktransferusingdeformablemodels.Technical

ReportCSE-2007-6,DepartmentofComputerScience,UniversityofCalifornia,Davis(2007)

19.Frost,S.R.,Marcus,L.F.,Bookstein,F.L.,Reddy,D.P.,Delson,E.:Cranialallom-

etry,phylogeography,andsystematicsoflarge-bodiedpapionins(primates:Cerco-pitihecinae)inferredfromgeometricmorphometricanalysisoflandmarkdata.TheAntatomicalRecordPartA275A,pp.1048–1072(2003)