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An Age Estimation Method to Panoramic Radiographs from Indonesian Individuals

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Author(s): Anny Yuniarti | Agus Zainal Arifin | Arya Yudhi Wijaya | Wijayanti Nurul Khotimah

Journal: TELKOMNIKA
ISSN 1693-6930

Volume: 11;
Issue: 1;
Start page: 199;
Date: 2013;
Original page

Keywords: age estimation | panoramic radiographs | regression | human identification | image processing

ABSTRACT
Dental features can be considered as the best candidate feature for post-mortem identification. If ante-mortem data is unavailable, then forensic experts are needed for reducing the search space by creating post-mortem dental profiling. Age is one of important factors in dental profiling. Manual inspection of dental radiographs suffers from two drawbaks, i.e., intraobserver error and interobserver error. This paper proposed a semi-automatic system for age estimation. There are two phases in developing the proposed system, i.e., the modeling phase and the estimation phase. The modeling phase is the stage for deriving an estimation formula based on known data. In this paper, we use data taken from Javanese people. The estimation phase include the process of defining a Region of Interest (ROI), automatic length computation, and age estimation based on the derived modeling formula. Our experiments showed a promising result, i.e., an average absolute error of 5.2 years.
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