DocumentCode
2573553
Title
Fast surface-based measurements using first eigenfunction of the Laplace-Beltrami Operator: Interest for sulcal description
Author
Lefèvre, Julien ; Germanaud, David ; Fischer, Clara ; Toro, Roberto ; Rivière, Denis ; Coulon, Olivier
Author_Institution
LSIS, Aix-Marseille Univ., Marseille, France
fYear
2012
fDate
2-5 May 2012
Firstpage
1527
Lastpage
1530
Abstract
In this paper we propose a fast method to compute the longitudinal extension of surfaces using the extrema of the first eigenfunction of Laplace-Beltrami Operator and the hot spots conjecture. We also propose an original definition of the surface width based on the distance to the longest geodesic. We show that the implementation of our new definition of length is consistent with the one computed from brute force and that the time complexity is considerably improved. We have tested the numerical efficiency of our approach on simple simulations and applied it to cortical surface patches from a real MRI dataset. Besides our approach enriches global descriptors of sulci shapes with a third dimension : length, depth and now width.
Keywords
biomedical MRI; brain; eigenvalues and eigenfunctions; length measurement; medical computing; Laplace-Beltrami operator; MRI; cortical surface patches; eigenfunction; sulcal description; sulci shapes; Complexity theory; Correlation; Eigenvalues and eigenfunctions; Face; Geometry; Shape; Vectors; Brain Morphometry; Computational anatomy; Laplace-Beltrami Operator; hot spots conjecture;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location
Barcelona
ISSN
1945-7928
Print_ISBN
978-1-4577-1857-1
Type
conf
DOI
10.1109/ISBI.2012.6235863
Filename
6235863
Link To Document