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 :
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