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

eBook - Aktuelle Forschung Medizintechnik - Latest Research in Medical Engineering

Erschienen am 23.11.2011
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Bibliografische Daten
ISBN/EAN: 9783834886002
Sprache: Englisch
Umfang: 147 S., 8.78 MB
Auflage: 1. Auflage 2011
E-Book
Format: PDF
DRM: Digitales Wasserzeichen

Beschreibung

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.

Autorenportrait

Heike Hufnagel works as a research scientist at the Institute of Medical Informatics, University of Luebeck, Germany. She holds a PhD in natural sciences.

Inhalt

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.

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