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.contributor.authorAvuclu, Emre
dc.contributor.authorBasciftci, Fatih
dc.date.accessioned2020-03-26T19:53:19Z
dc.date.available2020-03-26T19:53:19Z
dc.date.issued2018
dc.departmentSelçuk Üniversitesien_US
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.en_US
dc.description.sponsorshipSelcuk University Scientific Research Projects Coordinatorship/Konya, TurkeySelcuk Universityen_US
dc.description.sponsorshipThis work is supported by the Selcuk University Scientific Research Projects Coordinatorship/Konya, Turkey.en_US
dc.identifier.doi10.4323/rjlm.2018.412en_US
dc.identifier.endpage418en_US
dc.identifier.issn1221-8618en_US
dc.identifier.issue4en_US
dc.identifier.scopusqualityQ4en_US
dc.identifier.startpage412en_US
dc.identifier.urihttps://dx.doi.org/10.4323/rjlm.2018.412
dc.identifier.urihttps://hdl.handle.net/20.500.12395/36470
dc.identifier.volume26en_US
dc.identifier.wosWOS:000460130500016en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherROMANIAN LEGAL MED SOCen_US
dc.relation.ispartofROMANIAN JOURNAL OF LEGAL MEDICINEen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectAge and gender determinationen_US
dc.subjectlegal medicineen_US
dc.subjectforensic sciencesen_US
dc.subjectimage processing techniquesen_US
dc.subjectpanoramic dental x-ray imagesen_US
dc.titleDetermination age and gender with developed a novel algorithm in image processing techniques by implementing to dental X-ray imagesen_US
dc.typeArticleen_US

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