A Bayesian model for the unlabelled size-and-shape analysis

This thesis considers the development of efficient MCMC sampling methods for Bayesian models used for the pairwise alignment of two unlabelled configurations. We introduce ideas from differential geometry along with other recent developments in unlabelled shape analysis as a means of creating novel...

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Bibliographic Details
Main Author: Sajib, Anamul
Published: University of Nottingham 2018
Subjects:
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.765536