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Autor: =Cohen, Laurent D
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Publicación seriada
Referencias AnalíticasReferencias Analíticas
Autor: Ardon, Roberto ; Cohen, Laurent D ; Yezzi, Anthony
Título: A New Implicit Method for Surface Segmentation by Minimal Paths in 3D Images
Páginas/Colación: pp. 127-144
Applied Mathematics & Optimization: An International Journal with Applcations to Stochastics Vol. 55, no. 2 March/April. 2007
Información de existenciaInformación de existencia

Palabras Claves: Palabras: ACTIVE CONTOURS ACTIVE CONTOURS, Palabras: IMAGE SEGMENTATION IMAGE SEGMENTATION, Palabras: LEVEL SET METHOD LEVEL SET METHOD, Palabras: MINIMAL PATHS MINIMAL PATHS, Palabras: STATIONARY TRANSPORT EQUATION STATIONARY TRANSPORT EQUATION

Resumen
RESUMEN

RESUMEN

 

We introduce a nove implicit approach for single-object segmentation in 3D images. The boundary surface of this object is assumed to contain two known curves (the constraining curves), given by an expert. The aim of our method is to find the wanted surface by exploiting as much as posible the information given in the supplied curves and in the image. As for active surfaces, we use a cost potencial that penalizes image regions of low interest (most likely areas of low gradient or too far from the surface to be extracted). In order to avoid local minima, we introduce a new partial defferential equation and use its solution for segmentation. We show that the zero level seto of this solution contains the constraining curves as well as a seto f paths joining them. We present a fase implementation that has been successfully applied to 3D medicla and synthetic images.

 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

UCLA - Biblioteca de Ciencias y Tecnologia Felix Morales Bueno

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