Universiti Teknologi Malaysia Institutional Repository

Computer-aided dental caries detection system from X-Ray images

Rad, Abdolvahab Ehsani and Mat Amin, Ismail and Mohd. Rahim, Mohd. Shafry and Kolivand, Hoshang (2015) Computer-aided dental caries detection system from X-Ray images. In: 4th International Neural Network Society Symposia Series on Computational Intelligence in Information Systems, INNS-CIIS 2014, 7-9 Nov 2014, Bandar Seri Begawan, Brunei Darussalam.

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Official URL: http://dx.doi.org/10.1007/978-3-319-13153-5_23

Abstract

The early detection of disease is one of important matter of diagnostic imaging. In this paper we developed a system to analysis the dental x-ray images and diagnosis the tooth which has abnormalities of caries. Enhancement applied to improve the quality of x-ray images and Thresholding method performed to simplify the images. Segmentation has been done by applying the integral projection technique to extract the individual tooth and therefore feature map of tooth surface generated to analysis and detection process. Nevertheless, experiments show the accurate segmentation and caries detection with proposed method which achieves high accuracy and promising result.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:caries detection, feature extraction, segmentation
Subjects:T Technology > T Technology (General) > T58.5-58.64 Information technology
Divisions:Advanced Informatics School
ID Code:59199
Deposited By: Haliza Zainal
Deposited On:18 Jan 2017 01:50
Last Modified:17 Dec 2021 03:21

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