The determination of age and gender by implementing new image processing methods and measurements to dental X-ray images

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dc.contributor.authorAvuçlu, Emre.
dc.contributor.authorBaşçiftci, Fatih.
dc.date.accessioned2020-03-26T20:20:31Z
dc.date.available2020-03-26T20:20:31Z
dc.date.issued2020
dc.departmentSelçuk Üniversitesi, Teknoloji Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractAll of the features used to identify and distinguish people from others constitute that person's identity. For any reason, a person's identity may need to be identified and distinguished from other people. Authorities provided the credentials of a living or dead person in such cases from the forensic institutions. The identification process must be done correctly. In this study, specific measurement calculations were made on dental x-ray images to determine age and gender. Age and gender information of the persons were systematically determined by working with panoramic dental x-ray images. Panoramic dental x-ray images were taken out of bounds, and a total of 1315 tooth images and 162 different tooth groups were used. These images have been subjected to 3 different preprocess operations. Each preprocessed image is recorded in different (M1, M2, M3) folders. Then, image processing techniques applied for the first time to the tooth images (Area, Perimeter, Center of gravity, Similarity ratio, Radius calculation) were applied. This information of the teeth is also kept in separate XML (XMLlist-1, 2, 3) files. The application was developed in C # programming language. The user loads the tooth image into the application. This image can be predicted by comparing it with the comparison group (area, etc.) after the desired preprocessing. The highest estimated age and gender estimates are 100% and 95%, respectively. (C) 2019 Elsevier Ltd. All rights reserved.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.citationAvuçlu, E., Başçiftçi, F. (2020). The Determination of Age and Gender by Implementing New Image Processing Methods and Measurements to Dental X-ray Images. Measurement, 149, 1-12.
dc.identifier.doi10.1016/j.measurement.2019.106985en_US
dc.identifier.issn0263-2241en_US
dc.identifier.issn1873-412Xen_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.measurement.2019.106985
dc.identifier.urihttps://hdl.handle.net/20.500.12395/38608
dc.identifier.volume149en_US
dc.identifier.wosWOS:000490131400053en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorBaşçiftci, Fatih.
dc.language.isoenen_US
dc.publisherELSEVIER SCI LTDen_US
dc.relation.ispartofMEASUREMENTen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectAge and gender estimation from teethen_US
dc.subjectMorphological measurementsen_US
dc.subjectPanoramic radyografien_US
dc.subjectImage processing techniquesen_US
dc.titleThe determination of age and gender by implementing new image processing methods and measurements to dental X-ray imagesen_US
dc.typeArticleen_US

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