DocumentCode
2605934
Title
Hippocampal Surface Analysis Using Spherical Harmonic Function Applied to Surface Conformal Mapping
Author
Gutma, Boris ; Wang, Yalin ; Lok Ming Lui ; Chan, T.F. ; Thompson, Paul M.
Author_Institution
Dept. of Math., California Univ., Los Angeles, CA
Volume
3
fYear
0
fDate
0-0 0
Firstpage
964
Lastpage
967
Abstract
Using spherical harmonics of an inverse conformal map, we compared hippocampal surfaces of sixteen Alzheimer (AD) and fourteen control subjects. Hippocampal surfaces were conformally mapped to a sphere. Maps were regularly sampled and exact, high-degree spherical harmonic transforms of the inverse maps were computed. Using the transforms shape descriptors corresponding to the degree of the harmonics and invariant to translation, rotation, and scale were obtained and normalized against sample mean. Two-dimensional visualizations of the shape descriptors were indicative of global as well as local shape features of hippocampal surfaces. These descriptors are potentially Useful for visual detection of global patterns and creation of population-based, probabilistic, disease-specific digital atlases, especially for comparison of global shape features
Keywords
brain; conformal mapping; diseases; feature extraction; harmonic analysis; medical image processing; transforms; Alzheimer; hippocampal surface analysis; inverse conformal map; spherical harmonic function; transforms shape descriptors; visual detection; Alzheimer´s disease; Conformal mapping; Harmonic analysis; Least squares approximation; Mathematics; Nervous system; Power harmonic filters; Shape control; Shape measurement; Surface reconstruction;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location
Hong Kong
ISSN
1051-4651
Print_ISBN
0-7695-2521-0
Type
conf
DOI
10.1109/ICPR.2006.627
Filename
1699686
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