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Gaussian Process Interpolation for Uncertainty Estimation in Image Registration

Intensity-based image registration requires resampling images on a common grid to evaluate the similarity function. The uncertainty of interpolation varies across the image, depending on the location of resampled points relative to the base grid. We propose to perform Bayesian inference with Gaussia...

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Bibliographic Details
Published in:Med Image Comput Comput Assist Interv
Main Authors: Wachinger, Christian, Golland, Polina, Reuter, Martin, Wells, William
Format: Artigo
Language:Inglês
Published: 2014
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4219919/
https://ncbi.nlm.nih.gov/pubmed/25333127
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