A Probabilistic Framework for Point-Based Shape Modeling in Medical Image Analysis
Medizintechnik, Aktuelle Forschung Medizintechnik - Latest Research in Medical Engineering
Erschienen am
19.09.2011, 1. Auflage 2011
Bibliografische Daten
ISBN/EAN: 9783834817228
Sprache: Englisch
Umfang: xxiii, 147 S., 53 s/w Illustr., 147 p. 53 illus.
Einband: kartoniertes Buch
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.
Produktsicherheitsverordnung
Hersteller:
Springer Vieweg in Springer Science + Business Media
juergen.hartmann@springer.com
Abraham-Lincoln-Straße 46
DE 65189 Wiesbaden
Autorenportrait
InhaltsangabeIntroduction.- 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.
