Determination age and gender with developed a novel algorithm in image processing techniques by implementing to dental X-ray images

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dc.authoridBasciftci, Fatih -- 0000-0003-1679-7416
dc.contributor.authorAvuçlu, Emre
dc.contributor.authorBaşçiftçi, Fatih
dc.date.accessioned13.07.201910:50:10
dc.date.accessioned2019-07-16T09:16:47Z
dc.date.available13.07.201910:50:10
dc.date.available2019-07-16T09:16:47Z
dc.date.issued2018
dc.departmentAksaray Teknik Bilimler Meslek Yüksekokulu
dc.description.abstractAge determination process is very important in legal medicine and forensic sciences. After a massive disaster or a legal situation, identification may be required. Age determination process is requested from the forensic medicine institute for live or dead body. In such cases, age determination process must be done correctly. In this study, a database was created with a total of 1313 panoramic dental images to determine age and gender. The images in this database are stored in different 6 folders (M1, M2, M3, M4, M5, M6) by preprocessing with image processing techniques. The calculation of the morphological properties of teeth in this folder (height, area, perimeter, similarity, center of gravity, radius of teeth) are stored separately in XML files (XML1, XML2, XML3, XML4, XML5, XML6). In order to obtain better results in determining age and gender, a novel and originally developed algorithm has been applied to the trapezoidal images in the database. Morphological measurement comparisons were made by testing the teeth with height, area, perimeter, radius, similarity ratio, center of gravity information separately. Thanks to the new and originally developed algorithms, the age determination process was performed with an error of +-1 years in general. In addition to the age determination process, gender determination was also performed. In this study, a multi-disciplinary study was performed to determine the age and gender from dental x-ray images.
dc.description.sponsorshipSelcuk University Scientific Research Projects Coordinatorship/Konya, Turkey
dc.description.sponsorshipThis work is supported by the Selcuk University Scientific Research Projects Coordinatorship/Konya, Turkey.
dc.identifier.doi10.4323/rjlm.2018.412
dc.identifier.endpage418en_US
dc.identifier.issn1221-8618
dc.identifier.issue4en_US
dc.identifier.scopusqualityQ4
dc.identifier.startpage412en_US
dc.identifier.urihttps://doi.org/10.4323/rjlm.2018.412
dc.identifier.urihttps://hdl.handle.net/20.500.12451/4651
dc.identifier.volume26en_US
dc.identifier.wosWOS:000460130500016
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherRomanıan Legal Med Soc
dc.relation.ispartofRomanıan Journal of Legal Medicine
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectAge and Gender Determination
dc.subjectLegal Medicine
dc.subjectForensic Sciences
dc.subjectImage Processing Techniques
dc.subjectPanoramic Dental X-ray Images
dc.titleDetermination age and gender with developed a novel algorithm in image processing techniques by implementing to dental X-ray images
dc.typeArticle

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