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Author Tangel, M.L. ♦ Fatichah, C. ♦ Fei Yan ♦ Betancourt, J.P. ♦ Widyanto, M.R. ♦ Fangyan Dong ♦ Hirota, K.
Sponsorship IEEE
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2013
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Teeth ♦ Radiography ♦ Dentistry ♦ Accuracy ♦ Feature extraction ♦ Image segmentation ♦ Fuzzy logic ♦ integral projection ♦ dental classification ♦ fuzzy inference ♦ feature extraction ♦ personal identification
Abstract Dental classification for periapical radiograph based on multiple fuzzy attribute is proposed, where each tooth is analyzed based on multiple criteria such as area/perimeter ratio and width/height ratio. A classification method on special type of dental image called periapical radiograph is studied and classification is done without speculative classification (in case of ambiguous object), therefore an accurate and assistive result can be obtained due to its capability to handle ambiguous tooth. Experiment results on 78 periapical dental radiographs from University of Indonesia indicates 82.51% total classification accuracy and 84.29% average classification rate per input radiograph. The proposed classification method is planned to be implemented as a submodule for an under developing dental based personal identification system.
Description Author affiliation: Dept. of Comput. Sci., Univ. of Indonesia, Depok, Indonesia (Widyanto, M.R.) || Dept. of Inf., Inst. Teknol. Sepuluh Nopember, Surabaya, Indonesia (Fatichah, C.) || Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan (Tangel, M.L.; Fei Yan; Betancourt, J.P.; Fangyan Dong; Hirota, K.)
ISBN 9781479903481
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2013-06-24
Publisher Place Canada
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Size (in Bytes) 477.74 kB
Page Count 6
Starting Page 304
Ending Page 309

Source: IEEE Xplore Digital Library