DocumentCode :
3585793
Title :
Dynamic 3D modelling of the human left ventricle
Author :
Gunarathne, K.K.O.S. ; Meegama, R.G.N. ; Herath, J.
Author_Institution :
Dept. of Comput. Sci., Univ. of Sri Jayewardenepura, Gangodawila, Sri Lanka
fYear :
2014
Firstpage :
10
Lastpage :
14
Abstract :
Visualization and quantification of cardiac function is important in diagnosing and management of heart diseases. As quantitative analysis performed on the images is crucial to understand the heart mechanics, an accurate diagnosis of heart conditions can be done if clear visualization of ventricular volume, mass and function are obtained from echo-cardiograph images. This paper presents a technique to develop a dynamic three dimensional model of the left ventricle of the human heart to illustrate both the shape and motion of the ventricle along a cardiac cycle. The proposed methodology includes a multistage approach that involves a pipeline of image processing routines such as filtering, contrast stretching and binary morphology to isolate heart tissues. Subsequently, cubic spline curves are used to generate a smooth surface of the heart muscle using a set of control points extracted from the locations of boundaries of the heart muscle. A complete pulse included 40 images and it takes an average of 16.0665 seconds for the model to deform over a pulse.
Keywords :
data visualisation; diseases; echocardiography; image filtering; medical image processing; solid modelling; splines (mathematics); binary morphology; cardiac cycle; cardiac function quantification; cardiac function visualization; contrast stretching; cubic spline curves; dynamic 3D modelling; dynamic three dimensional model; echo-cardiograph images; filtering; heart disease diagnosis; heart disease management; heart mechanics; heart muscle; heart tissue isolation; human heart; human left ventricle; image processing routines; multistage approach; quantitative analysis; ventricular volume visualization; dynamic modelling; echocardiography; left ventricle;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in ICT for Emerging Regions (ICTer), 2014 International Conference on
Print_ISBN :
978-1-4799-7731-4
Type :
conf
DOI :
10.1109/ICTER.2014.7083872
Filename :
7083872
Link To Document :
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