Presentation 2012-11-08
Classification and Numbering on Posterior Dental Radiography using Histogram Intersection
Agus Zainal Arifin, Ahmad Mustofa Hadi, Anny Yuniarti, Wijayanti Nurul Khotimah, Arya Yudhi Wijaya, Eha Renwi Astuti,
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Abstract(in English) Classification and numbering on posterior dental radiography are useful for forensic and biomedical application. This paper proposed a new method that simple but robust for classification and numbering on posterior dental radiography using histogram intersection. In this method, we utilized the different characteristic between molar and premolar. Molar has wide shape and two roots while premolar has slander shape and one root. We computed the distance between centroid and boundary in each tooth. 36 points in the boundary were extracted. A histogram was created from the distance between centroid and those points. Then similarity among the histograms was computed. From experiment, every tooth has been assigned according to universal dental numbering and classified as their sequence order. Our system achieved average classification precision of 90%.
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Keyword(in English) dental classification / dental numbering / histogram intersection
Paper # IBISML2012-65
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Committee IBISML
Conference Date 2012/10/31(1days)
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Registration To Information-Based Induction Sciences and Machine Learning (IBISML)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Classification and Numbering on Posterior Dental Radiography using Histogram Intersection
Sub Title (in English)
Keyword(1) dental classification
Keyword(2) dental numbering
Keyword(3) histogram intersection
1st Author's Name Agus Zainal Arifin
1st Author's Affiliation Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS)()
2nd Author's Name Ahmad Mustofa Hadi
2nd Author's Affiliation Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS)
3rd Author's Name Anny Yuniarti
3rd Author's Affiliation Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS)
4th Author's Name Wijayanti Nurul Khotimah
4th Author's Affiliation Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS)
5th Author's Name Arya Yudhi Wijaya
5th Author's Affiliation Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS)
6th Author's Name Eha Renwi Astuti
6th Author's Affiliation Department of Dental Radiography Airlangga University
Date 2012-11-08
Paper # IBISML2012-65
Volume (vol) vol.112
Number (no) 279
Page pp.pp.-
#Pages 8
Date of Issue