A Probabilistic Framework for Point-Based Shape Modeling in Medical Image Analysis

Paperback Engels 2011 2011e druk 9783834817228
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Samenvatting

Heike Hufnagel develops a mathematically sound statistical shape model. Due to the particular attributes of the model, the challenging integration of explicit and implicit representations can be performed in an elegant mathematical formulation, thus combining the advantages of both explicit model and implicit segmentation method.

Specificaties

ISBN13:9783834817228
Taal:Engels
Bindwijze:paperback
Aantal pagina's:147
Druk:2011

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Inhoudsopgave

<p>Introduction.- Current Methods in Statistical Shape Analysis.- A Generative Gaussian Mixture Statistical Shape Model.- Evaluation of the GGM SSM.- Using the GGM SSM as a Prior for Segmentation.</p>

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        A Probabilistic Framework for Point-Based Shape Modeling in Medical Image Analysis