Deformable Surface Models in Medical Image Analysis

Name: Deformable Surface Models in Medical Image Analysis
Brand: VDM Verlag Dr. Müller
SKU: 9783639176483
Price: 1174 CZK
Availability: InStock

Automatic surface extraction using deformable meshes

Autor: Jussi Tohka

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Müller

Dostupnost: U nakladatele na objednávku

Odesíláme za 17-27 dnů

1 174 Kč

Surface extraction from noisy volumetric images is a common task in medical image analysis. Due to n...

Informace o knize

Autor

Jussi Tohka

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

200

EAN

9783639176483

Enbook ID

06825924

Vydavatel

VDM Verlag Dr. Müller

Rozměry

150 x 220 x 12

Kompletní popis

Surface extraction from noisy volumetric images is a common task in medical image analysis. Due to noise, the use of prior information about surface topology and shape is necessary to automate the surface extraction. Deformable surface models can incorporate such geometric knowledge into the extraction process which is restated as an energy minimization problem. A drawback of deformable models is that the formulated minimization problem is difficult to solve because of numerous local minima and a large number of variables. This difficulty may lead to sensitivity to the initialization, complicating the unsupervised use of deformable models. This book offers a concise review on deformable surface methods concentrating on the ways to solve the initialization sensitivity problem. Particularly, global optimization methods to solve the energy minimization problem and applications of these to surface extraction from positron emission tomography images are presented. The book is intended to readers working in the field of medical image analysis. The book includes original publications by the author describing the global optimization approach to deformable surfaces in detail.

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Deformable Surface Models in Medical Image Analysis

Automatic surface extraction using deformable meshes

Informace o knize

Kompletní popis

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