Title :
Three dimensional reconstruction of the left ventricle based on the Delaunay triangulation
Author_Institution :
Images Processing Lab., USTHB, Algeria
Abstract :
The aim of this paper is to develop software for three dimensional (3D) reconstruction of the left ventricle (LV) from two-dimensional (2D) echographic images. Using a rotating probe combined with an ECG gating technique we acquire transthoracic images database (20 images per ECG cycle for 9 rotations). Speckle noise is the major difficulty that arises in echocardiographic image processing. We have used an anisotropic diffusion to reduce the presence of the speckle. The LV boundaries are plotted manually using the PC mouse, and are sampled to reduce the amount of stocked data. Since the rotation step of probe is large (20°), the spatial resolution is poor so additional boundaries are interpolated between acquired image contours. We have used the three-linear interpolation method. We can reconstruct 3D images of the left ventricle of apical long axis view of the same cardiac phase. The Delaunay triangulation method has been used to join pattern contours and interpolated points.
Keywords :
echocardiography; image reconstruction; interpolation; mesh generation; visual databases; Delaunay triangulation method; ECG gating technique; echocardiographic image processing; image contour; left ventricle; pattern contour; three dimensional reconstruction; transthoracic images database; Anisotropic magnetoresistance; Electrocardiography; Image databases; Image processing; Image reconstruction; Interpolation; Mice; Probes; Spatial resolution; Speckle;
Conference_Titel :
Signal Processing and Information Technology, 2004. Proceedings of the Fourth IEEE International Symposium on
Print_ISBN :
0-7803-8689-2
DOI :
10.1109/ISSPIT.2004.1434410