A spatially adaptive hierarchical stochastic model for non-rigid image registration

Abstract

In this paper, we propose a method for non-rigid image registration based on a spatially adaptive stochastic model. A smoothness constraint is imposed on the deformation field between the two images which is assumed to be a random variable following a Gaussian distribution, conditioned on the observations and maximum a posteriori (MAP) estimation is… (More)

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