DocumentCode :
1263026
Title :
Modeling of corneal surfaces with radial polynomials
Author :
Iskander, D. Robert ; Morelande, Mark R. ; Collins, Michael J. ; Davis, Brett
Author_Institution :
Sch. of Eng., Griffith Univ., Brisbane, Qld., Australia
Volume :
49
Issue :
4
fYear :
2002
fDate :
4/1/2002 12:00:00 AM
Firstpage :
320
Lastpage :
328
Abstract :
We consider analytical modeling of the anterior corneal surface with a set of orthogonal basis functions that are a product of radial polynomials and angular functions. Several candidate basis functions were chosen from the repertoire of functions that are orthogonal in the unit circle and invariant in form with respect to rotation about the origin. In particular, it is shown that a set of functions that is referred herein as Bhatia-Wolf polynomials, represents a better and more robust alternative for modeling corneal elevation data than traditionally used Zernike polynomials. Examples of modeling corneal elevation are given for normal corneas and for abnormal corneas with significant distortion.
Keywords :
eye; least mean squares methods; physiological models; polynomials; vision defects; Bhatia-Wolf polynomials; Zernike polynomials; aberrations; abnormal corneas; analytical modeling; angular functions; anterior corneal surface; corneal elevation; linear model; minimum mean square error; normal corneas; orthogonal basis functions; radial polynomials; videokeratoscopic data; Analytical models; Australia; Cornea; Distortion measurement; Ellipsoids; Optical surface waves; Polynomials; Robustness; Solid modeling; Surface fitting; Computer Simulation; Cornea; Corneal Topography; Humans; Models, Anatomic; Surface Properties;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/10.991159
Filename :
991159
Link To Document :
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