Title :
Generic Zernike-based surface representation of measured corneal surface data
Author :
Soumelidis, Alexandros ; Fazekas, Zoltán ; Pap, Margit ; Schipp, Ferenc
Author_Institution :
Syst. & Control Lab., Comput. & Autom. Res. Inst., Budapest, Hungary
Abstract :
Meshes of points over the unit disk were found some years ago that ensure the discrete orthogonality of the Zernike functions. These meshes are referred in the paper as generic Zernike meshes. Presently, however, the corneal surface points are measured, e.g., with reflection-based corneal topographers, and computed, with their respective built-in surface(-point) reconstruction programs, at other, that is, non-generic Zernike meshes. In the present paper, the corneal surface points measured over conventional non-generic Zernike meshes are converted - via cubic spline-interpolation and appropriate re-sampling - to surface points over generic Zernike meshes. With these spatial points as input points, discrete Zernike transformation is carried out. The resulting Zernike coefficients are then used to geometrically reconstruct the optically smooth corneal surface. In the work reported herein, generic Zernike meshes of different cardinalities were used and the resulting surface representations were evaluated. Then, the error-surfaces were compared to the ones resulting from the Zernike-based reconstructions of a cornea-like mathematical surface that had been properly fitted to the input data.
Keywords :
Zernike polynomials; biological tissues; biomedical measurement; eye; medical computing; splines (mathematics); Zernike function discrete orthogonality; corneal surface points; cubic spline interpolation; discrete Zernike transformation; generic Zernike based surface representation; generic Zernike mesh cardinality; measured corneal surface data; nongeneric Zernike meshes; optically smooth corneal surface; point meshes; point reconstruction programs; reflection based corneal topographers; resampling; surface reconstruction programs; unit disk; Chebyshev approximation; Cornea; Humans; Polynomials; Spline; Surface reconstruction; Surface topography;
Conference_Titel :
Medical Measurements and Applications Proceedings (MeMeA), 2011 IEEE International Workshop on
Conference_Location :
Bari
Print_ISBN :
978-1-4244-9336-4
DOI :
10.1109/MeMeA.2011.5966655