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Proceedings Paper

Registration of dental atlas to radiographs for human identification
Author(s): Anil K. Jain; Hong Chen
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Paper Abstract

The human dental atlas contains a detailed description of each tooth in the mouth and their relative positions. Registering a dental radiograph to the dental atlas reveals the position and index of each tooth in the radiograph. This helps in establishing the correspondence of teeth when matching two radiographs for human identification. We propose a hidden Markov model (HMM) as an underlying representation of the dental atlas. In our model, the states representing the available teeth have discrete observations, namely the class of each tooth, and the states representing the missing teeth have continuous observations-the distance between neighboring teeth. To classify the teeth, three support vector machines (SVMs) using different feature sets are combined using the average fusion method. Experimental results show that this registration algorithm is promising.

Paper Details

Date Published: 28 March 2005
PDF: 7 pages
Proc. SPIE 5779, Biometric Technology for Human Identification II, (28 March 2005); doi: 10.1117/12.604690
Show Author Affiliations
Anil K. Jain, Michigan State Univ. (United States)
Hong Chen, Michigan State Univ. (United States)


Published in SPIE Proceedings Vol. 5779:
Biometric Technology for Human Identification II
Anil K. Jain; Nalini K. Ratha, Editor(s)

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