Title :
A new method for estimating dimensions and 3-D reconstruction of coronary arterial trees from biplane angiograms
Author :
Kayikcioglu, Temel ; Mitra, Sunanda
Author_Institution :
Dept. of Electr. Eng., Texas Tech Univ., Lubbock, TX, USA
Abstract :
The coronary arteries may be represented and visualized efficiently by a generalized cylinder (GC) model with elliptical cross-sections. By using this model and utilizing quadratic expression of an ellipse, the intensity distribution of an ellipse in any image plane, which is perpendicular to the plane of the arterial cross-section, is computed. A nonlinear parametric model for observed intensity distribution of an arterial cross-section is applied to estimate not only cross-sectional areas but also parameters of the ellipse which are essential in 3-D reconstruction of an arterial segment. This model takes into account background intensity, noise and blurring. Performance of this model has been tested on computer-generated and actual data for various background types and noise values and compared to those of other methods for estimating arterial dimensions. The computed cross-sectional areas from our model for computer-generated as well as actual data demonstrate much less variability than those reported in recent literature. 3-D reconstruction of arterial segments from actual biplane angiograms is presented
Keywords :
image reconstruction; medical image processing; solid modelling; 3D reconstruction; actual biplane angiograms; biplane angiograms; blurring; coronary arterial trees; dimension estimation; elliptical cross-sections; generalised cylinder model; image plane; intensity distribution; noise; nonlinear parametric model; Arteries; Background noise; Bones; Diseases; Image reconstruction; Parameter estimation; Parametric statistics; Shape; Three dimensional displays; Visualization;
Conference_Titel :
Computer-Based Medical Systems, 1993. Proceedings of Sixth Annual IEEE Symposium on
Conference_Location :
Ann Arbor, MI
Print_ISBN :
0-8186-3752-8
DOI :
10.1109/CBMS.1993.262974