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Global Medical Shape Analysis using the Laplace-Beltrami Spectrum
Niethammer, Marc and Reuter, Martin and Wolter, Franz-Erich and Bouix, Sylvain and Peinecke, Niklas and Koo, Min-Seong and Shenton, Martha E. (2007) Global Medical Shape Analysis using the Laplace-Beltrami Spectrum. In: Proceedings of 10th International Conference on Medical Imaging Computing and Computer Assisted Intervention (MICCAI 2007), 4791, pp. 850-857. Springer. Conference on Medical Imaging Computing and Computer Assisted Intervention (MICCAI 2007), 2007-10-29 - 2007-11-02, Brisbane, Australia. ISBN 3-540-75756-2.
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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.
| Document Type: | Conference or Workshop Item (Speech, Paper) | ||||||||||||||||
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| Title: | Global Medical Shape Analysis using the Laplace-Beltrami Spectrum | ||||||||||||||||
| Authors: |
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| Date: | October 2007 | ||||||||||||||||
| Journal or Publication Title: | Proceedings of 10th International Conference on Medical Imaging Computing and Computer Assisted Intervention (MICCAI 2007) | ||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||
| Volume: | 4791 | ||||||||||||||||
| Page Range: | pp. 850-857 | ||||||||||||||||
| Editors: |
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| Publisher: | Springer | ||||||||||||||||
| Series Name: | Springer Lecture Notes in Computer Science | ||||||||||||||||
| ISBN: | 3-540-75756-2 | ||||||||||||||||
| Status: | Published | ||||||||||||||||
| Keywords: | Laplace-Beltrami spectrum, Laplace-Beltrami operator, medical shape analysis, caudate shapes | ||||||||||||||||
| Event Title: | Conference on Medical Imaging Computing and Computer Assisted Intervention (MICCAI 2007) | ||||||||||||||||
| Event Location: | Brisbane, Australia | ||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||
| Event Dates: | 2007-10-29 - 2007-11-02 | ||||||||||||||||
| Organizer: | the MICCAI Society | ||||||||||||||||
| HGF - Research field: | no assignement | ||||||||||||||||
| HGF - Program: | no assignment | ||||||||||||||||
| HGF - Program Themes: | no assignment | ||||||||||||||||
| DLR - Research area: | no assignement | ||||||||||||||||
| DLR - Program: | no assignment | ||||||||||||||||
| DLR - Research theme (Project): | other | ||||||||||||||||
| Location: | Braunschweig | ||||||||||||||||
| Institutes and Institutions: | Institute of Flight Control > Pilot Assistance | ||||||||||||||||
| Deposited By: | Dr.rer.nat. Niklas Peinecke | ||||||||||||||||
| Deposited On: | 23 Jan 2008 | ||||||||||||||||
| Last Modified: | 27 Apr 2009 14:30 |
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