DocumentCode :
606977
Title :
G2 Beta-spline: An ideal surface representation of multi-slice medical images
Author :
Hadi, N.A. ; Ibrahim, Amin ; Yahya, F. ; Ali, J.M.
Author_Institution :
Fac. of Comput. & Math. Sci., Univ. Teknol. MARA, Shah Alam, Malaysia
fYear :
2013
fDate :
8-10 March 2013
Firstpage :
188
Lastpage :
193
Abstract :
This paper focuses on multi-slice image reconstruction for CT images using Beta-spline. In reconstructing multi-slice images especially from living image, issues like continuity and accuracy contours arise. Commonly, high continuity is hard to be achieved because of the accuracy requirement and vice versa. Thus the image reconstruction process is prolonged to fulfill these constraints. This paper used cubic Beta-spline as the fitted surface in the image reconstruction process. Beta-spline is already has G2 continuity which is unaffected by the changes in data points position. Surface fitting using Beta-spline has also simplified the branching surface case with the preserved continuity. This study shows the whole image reconstruction process using cubic Beta-spline, and the data used are CT images of human head, Stanford bunny and human pelvic. The produced images show that Beta-spline has capability to produce necessary images within the required continuity and accuracy.
Keywords :
computerised tomography; image reconstruction; image representation; medical image processing; splines (mathematics); surface fitting; CT image; G2 beta-spline; G2 continuity; Stanford bunny; accuracy contour; computerised tomography; continuity contour; cubic beta-spline; human head; human pelvic; image reconstruction; multislice medical image; surface fitting; surface representation; Accuracy; Computed tomography; Head; Image reconstruction; Surface fitting; Surface reconstruction; Surface treatment; Beta-spline; CAGD; multi-slice reconstruction; surface fitting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and its Applications (CSPA), 2013 IEEE 9th International Colloquium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4673-5608-4
Type :
conf
DOI :
10.1109/CSPA.2013.6530039
Filename :
6530039
Link To Document :
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