Title :
Deformable model application on segmentation in 3-D echocardiography
Author :
Linares, Pedro ; Torrealba, Victor ; Montilla, Guillermo ; Bosnjak, Antonio ; Jimenez, C. ; Barrios, Victor
Abstract :
This work presents 3D cardiac images rendering based on volumetrics of plane sections obtained from the cardiac wall segmentation. This work introduces a non-rigid model based on physics as a segmentation method. An object is constructed in the shape of a polygon of n vertices, with masses on each of them, interconnected with springs to each other. The model is deformed when exposed to a force field that moves it toward the desired contour. In order to obtain the volumetric reconstructed rendering of the ventricular cavity, the method was used on a series of apical views of the heart of a healthy person. The views belong to radial sections (equally spaced in angle) which, alter segmentation, and by means of a bilinear interpolation process, permitted the reconstruction of a 3D image of the ventricular cavity.
Keywords :
echocardiography; image reconstruction; image segmentation; interpolation; medical image processing; physiological models; rendering (computer graphics); 3D cardiac images rendering; 3D echocardiography segmentation; apical views series; bilinear interpolation process; cardiac wall segmentation; deformable model application; deformed model; desired contour; force field; healthy person; medical diagnostic imaging; n vertices polygon; nonrigid model; plane sections; ventricular cavity; volumetric reconstructed rendering; Deformable models; Echocardiography; Heart; Image edge detection; Image reconstruction; Image segmentation; Interpolation; Physics; Rendering (computer graphics); Springs;
Conference_Titel :
Computers in Cardiology, 1996
Conference_Location :
Indianapolis, IN, USA
Print_ISBN :
0-7803-3710-7
DOI :
10.1109/CIC.1996.542561