DocumentCode
1913431
Title
Dental Biometrics: Human Identification Based On Dental Work Information
Author
Hofer, Michael ; Marana, Aparecido Nilceu
Author_Institution
Carinthia Univ. of Appl. Sci., Klagenfurt
fYear
2007
fDate
7-10 Oct. 2007
Firstpage
281
Lastpage
286
Abstract
Dental biometrics is used in forensic dentistry to identify or verify persons based on their dental radiographs. This paper presents a method for human identification based on dental work information. The proposed method works with three main processing steps: segmentation (feature extraction), creation of a dental code, and matching. In the segmentation step, seed points of the dental works are detected by thresholding. The final segmentation is obtained with a snake (active contour) algorithm. The dental code is defined from the position (upper or lower), the size of the dental works, and distance between neighboring dental works. The matching stage is performed with the Edit distance (levenshtein distance). The costs for the insertion, deletion and substitution operations were adapted to make the matching algorithm more sensitive. The method was tested on a database including 68 dental radiographs and the results are encouraging.
Keywords
biometrics (access control); dentistry; feature extraction; image matching; dental biometrics; dental work information; feature extraction; forensic dentistry; human identification; levenshtein distance; seed points; segmentation; snake algorithm; thresholding; Active contours; Biometrics; Costs; Databases; Dentistry; Feature extraction; Forensics; Humans; Radiography; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Graphics and Image Processing, 2007. SIBGRAPI 2007. XX Brazilian Symposium on
Conference_Location
Minas Gerais
ISSN
1530-1834
Print_ISBN
978-0-7695-2996-7
Type
conf
DOI
10.1109/SIBGRAPI.2007.9
Filename
4368195
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