Global Medical Shape Analysis Using the Laplace-Beltrami Spectrum

M. Niethammer, M. Reuter, F. Wolter, S. Bouix, N. Peinecke, M. Koo, M. E. Shenton
miccai
Volume 4791, Pages 850-857
October, 2007

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Abstract

This paper proposes to use the Laplace-Beltrami spectrum (LBS) as a global shape descriptor for medical shape analysis, allowing for shape comparisons using minimal shape preprocessing: no registration, mapping, or remeshing is necessary. The discriminatory power of the method is tested on a population of female caudate shapes of normal control subjects and of subjects with schizotypal personality disorder.


Reference

Niethammer M, Reuter M, Wolter F, Bouix S, Peinecke N, Koo M, Shenton ME. Global medical shape analysis using the laplace-beltrami spectrum. In miccai, volume 4791 of Lecture Notes in Computer Science. Heidelberg, Germany: Springer, 2007;850-857.

Research area

shapeanalysis
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