A Bayesian approach for spatially adaptive regularisation in non-rigid registration

This paper introduces a novel method for inferring spatially varying regularisation in non-rigid registration. This is achieved through full Bayesian inference on a probabilistic registration model, where the prior on transformations is parametrised as a weighted mixture of spatially localised compo...

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Bibliographic Details
Main Authors: Simpson, I, Woolrich, M, Cardoso, M, Cash, D, Modat, M, Schnabel, J, Ourselin, S
Format: Journal article
Language:English
Published: 2013