DocumentCode :
2964267
Title :
Dental biometrics for human identification based on dental work and image properties in Periapical radiographs
Author :
Dighe, S.C. ; Shriram, R.
Author_Institution :
Dept. of Instrum. & Control, Cummins Coll. of Eng. for Women, India
fYear :
2012
fDate :
19-22 Nov. 2012
Firstpage :
1
Lastpage :
6
Abstract :
The main objective of forensic dentistry is to identify people based on their dental records, mainly as radiograph images. In this paper we attempt to present dental biometric system for preprocessing, segmentation and matching of dental image. Dental biometric system is used in forensic science, in which we need to match Postmortem (PM) radiographs with antemortem (AM) radiographs to determine the identity of the person associated with the PM image. We use a semi-automatic method to extract area, histogram features and contour of teeth from the AM and PM radiographs. We present results of extraction of tooth and dental work shape. These features are used in matching of two radiographs and based on this matching, individuals can be identified. This paper presents matching of two radiographs based on histogram properties, area of tooth and dental work. Along with these three matching techniques one more technique is used which is based on control point selection. Initial experimental results tested on small database indicate that matching of teeth based on area and contour is feasible method for human identification.
Keywords :
biometrics (access control); dentistry; diagnostic radiography; feature extraction; forensic science; image matching; image segmentation; medical image processing; AM radiograph image; PM radiograph image; antemortem radiograph image; dental biometric system; dental image matching; dental image segmentation; dental records; dental work shape extraction; forensic dentistry; forensic science; histogram feature extraction; human identification; image properties; periapical radiographs; postmortem radiograph images; semiautomatic method; teeth contour; tooth extraction; Biometrics (access control); Databases; Dentistry; Feature extraction; Histograms; Radiography; Teeth; Dental Biometric; Dental Radiograph; Forensic Dental Biometric; Matching; Segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
TENCON 2012 - 2012 IEEE Region 10 Conference
Conference_Location :
Cebu
ISSN :
2159-3442
Print_ISBN :
978-1-4673-4823-2
Electronic_ISBN :
2159-3442
Type :
conf
DOI :
10.1109/TENCON.2012.6412216
Filename :
6412216
Link To Document :
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