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Creating Database With Image Processing Methods From Dental X-Ray

Year 2025, Volume: 14 Issue: 1, 56 - 68, 26.03.2025
https://doi.org/10.17798/bitlisfen.1526001

Abstract

The characteristic distinguishing features of a person define that person. With these characteristics, a person can be distinguished from other persons. Forensic sciences have to identify individuals in some cases. In identification, dental images are frequently used today, especially in age and gender determination procedures. In this study, a data base was created in which panoramic dental x-ray images could be used to identify people. By removing the borders from panoramic dental X-ray images, a total of 1313 dental images and 162 distinct tooth groups were generated. These images have undergone pre-processing to achieve improved results. Preprocessed images are saved in a folder. The preprocessed images are corrected with a novel and originally developed rotation algorithm. The application was developed in C # programming language.

Ethical Statement

The study is complied with research and publication ethics.

References

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  • J. I. Yun, J. Y. Lee, J. W. Chung, H. S. Kho, and Y. K. Kim, "Age estimation of Korean adults by occlusal tooth wear," J. Forensic Sci., vol. 52, no. 3, pp. 678-683, 2007.
  • A. Cruz-Landeira, J. Linares-Argote, M. Martínez-Rodríguez, M. S. Rodríguez-Calvo, X. L. Otero, and L. Concheiro, "Dental age estimation in Spanish and Venezuelan children: Comparison of Demirjian and Chaillet’s scores," Int. J. Legal Med., vol. 124, no. 2, pp. 105, 2009.
  • R. Cameriere and L. Ferrante, "Age estimation in children by measurement of carpals and epiphyses of radius and ulna and open apices in teeth: a pilot study," Forensic Sci. Int., vol. 174, pp. 60–63, 2008.
  • R. Cameriere, A. Giuliodori, M. Zampi, I. Galic, M. Cingolani, and F. Pagliara, "Age estimation in children and young adolescents for forensic purposes using fourth cervical vertebra (C4)," Int. J. Legal Med., vol. 129, pp. 347–355, 2015.
  • M. Nystrom, L. Peck, E. Kleemola-Kujala, M. Evalahti, and M. Kataja, "Age estimation in small children: reference values based on counts of deciduous teeth in Finns," Forensic Sci. Int., vol. 110, pp. 179–188, 2000.
  • R. Cameriere, D. De Angelis, L. Ferrante, F. Scarpino, and M. Cingolani, "Age estimation in children by measurement of open apices in teeth: a European formula," Int. J. Legal Med., vol. 121, pp. 449–453, 2007.
  • E. Paewinsky, H. Pfeier, and B. Brinkmann, "Quantification of secondary dentine formation from orthopantomograms–a contribution to forensic age estimation methods in adults," Int. J. Legal Med., vol. 119, pp. 27–30, 2005.
  • Y. C. Guo, C. X. Yan, X. W. Lin, H. Zhou, J. P. Li, and F. Pan, "Age estimation in northern Chinese children by measurement of open apices in tooth roots," Int. J. Legal Med., vol. 129, pp. 179–186, 2015.
  • S. Schmidt, U. Baumann, R. Schulz, W. Reisinger, and A. Schmeling, "Study of age dependence of epiphyseal ossification of the hand skeleton," Int. J. Legal Med., vol. 122, pp. 51–54, 2008.
  • H. M. Garvin, N. V. Passalacqua, N. M. Uhl, D. R. Gipson, R. S. Overbury, and L. L. Cabo, "Developments in forensic anthropology: age-at-death estimation," in A Companion to Forensic Anthropology, J. Wiley & Sons, Ltd, 2012, pp. 202–223.
Year 2025, Volume: 14 Issue: 1, 56 - 68, 26.03.2025
https://doi.org/10.17798/bitlisfen.1526001

Abstract

References

  • A. Öcal Z, R. S. Bakıcı, O. Meral, Z. Öner, and S. Öner, "Adli Yaş Tahminine Yönelik Web of Science Veritabanında Yer Alan Araştırma Çalışmaların Bibliometrik Analizi," Harran Üniversitesi Tıp Fakültesi Dergisi, vol. 20, no. 3, pp. 618-624, 2023.
  • P. S. Patel, A. R. Chaudhary, B. B. Dudhia, P. V. Bhatia, N. C. Soni, and Y. V. Jani, "Accuracy of two dental and one skeletal age estimation methods in 6-16 year old Gujarati children," J. Forensic Dent. Sci., vol. 7, no. 1, pp. 18, 2015.
  • S. Çöloğlu, "Adli Olgularda Kimlik Belirlemesi," in Adli Tıp, vol. 1, Z. Soysal and C. Çakalır, Eds. İstanbul Üniversitesi Basımevi ve Film Merkezi, İstanbul, 1999, pp. 73-92.
  • A. Baransel Isır and H. E. Dülger, "1998-2005 yılları arasında Gaziantep Üniversitesi Adli Tıp Anabilim Dalında raporlandırılan yaş tayini olgularının irdelenmesi," Türkiye Klinikleri Adli Tıp Dergisi, vol. 4, no. 1, pp. 1-6, 2007.
  • Y. Zeyfeoğlu and İ. Hancı, "İnsanlarda Kimlik Tespiti," Sürekli Tıp Eğitimi Dergisi, vol. 10, pp. 375-377, 2001.
  • E. Ö. Aktaş, "Kostaların Sternal Uç Kemik Morfolojisinde Yaşa İlişkin Progressif değişikliklerin Kişinin Öldüğü Zamanki Yaşının Saptanmasında Kullanılabilirliği," Uzmanlık Tezi, Tıp Fakültesi, İzmir, 1997.
  • R. G. Birdal, E. Gumus, A. Sertbas, and I. S. Birdal, "Automated lesion detection in panoramic dental radiographs," Oral Radiol, vol. 32, pp. 111–118, 2016.
  • P. L. Lin, P. Y. Huang, P. W. Huang, H. C. Hsu, and C. C. Chen, "Teeth segmentation of dental periapical radiographs based on local singularity analysis," Comput. Methods Progr. Biomed., vol. 113, pp. 433–445, 2014.
  • A. E. Rad, M. S. M. Rahim, R. Kumoi, and A. Norouzi, "Dental x-ray image segmentation and multiple feature extraction," in Proc. 2nd World Conf. Innovation Comput. Sci., vol. 2, pp. 188-197, 2012.
  • J. I. Yun, J. Y. Lee, J. W. Chung, H. S. Kho, and Y. K. Kim, "Age estimation of Korean adults by occlusal tooth wear," J. Forensic Sci., vol. 52, no. 3, pp. 678-683, 2007.
  • A. Cruz-Landeira, J. Linares-Argote, M. Martínez-Rodríguez, M. S. Rodríguez-Calvo, X. L. Otero, and L. Concheiro, "Dental age estimation in Spanish and Venezuelan children: Comparison of Demirjian and Chaillet’s scores," Int. J. Legal Med., vol. 124, no. 2, pp. 105, 2009.
  • R. Cameriere and L. Ferrante, "Age estimation in children by measurement of carpals and epiphyses of radius and ulna and open apices in teeth: a pilot study," Forensic Sci. Int., vol. 174, pp. 60–63, 2008.
  • R. Cameriere, A. Giuliodori, M. Zampi, I. Galic, M. Cingolani, and F. Pagliara, "Age estimation in children and young adolescents for forensic purposes using fourth cervical vertebra (C4)," Int. J. Legal Med., vol. 129, pp. 347–355, 2015.
  • M. Nystrom, L. Peck, E. Kleemola-Kujala, M. Evalahti, and M. Kataja, "Age estimation in small children: reference values based on counts of deciduous teeth in Finns," Forensic Sci. Int., vol. 110, pp. 179–188, 2000.
  • R. Cameriere, D. De Angelis, L. Ferrante, F. Scarpino, and M. Cingolani, "Age estimation in children by measurement of open apices in teeth: a European formula," Int. J. Legal Med., vol. 121, pp. 449–453, 2007.
  • E. Paewinsky, H. Pfeier, and B. Brinkmann, "Quantification of secondary dentine formation from orthopantomograms–a contribution to forensic age estimation methods in adults," Int. J. Legal Med., vol. 119, pp. 27–30, 2005.
  • Y. C. Guo, C. X. Yan, X. W. Lin, H. Zhou, J. P. Li, and F. Pan, "Age estimation in northern Chinese children by measurement of open apices in tooth roots," Int. J. Legal Med., vol. 129, pp. 179–186, 2015.
  • S. Schmidt, U. Baumann, R. Schulz, W. Reisinger, and A. Schmeling, "Study of age dependence of epiphyseal ossification of the hand skeleton," Int. J. Legal Med., vol. 122, pp. 51–54, 2008.
  • H. M. Garvin, N. V. Passalacqua, N. M. Uhl, D. R. Gipson, R. S. Overbury, and L. L. Cabo, "Developments in forensic anthropology: age-at-death estimation," in A Companion to Forensic Anthropology, J. Wiley & Sons, Ltd, 2012, pp. 202–223.
There are 19 citations in total.

Details

Primary Language English
Subjects Artificial Intelligence (Other)
Journal Section Research Article
Authors

Emre Avuçlu 0000-0002-1622-9059

Fatih Basciftci 0000-0003-1679-7416

Publication Date March 26, 2025
Submission Date July 31, 2024
Acceptance Date December 9, 2024
Published in Issue Year 2025 Volume: 14 Issue: 1

Cite

IEEE E. Avuçlu and F. Basciftci, “Creating Database With Image Processing Methods From Dental X-Ray”, Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, vol. 14, no. 1, pp. 56–68, 2025, doi: 10.17798/bitlisfen.1526001.

Bitlis Eren University
Journal of Science Editor
Bitlis Eren University Graduate Institute
Bes Minare Mah. Ahmet Eren Bulvari, Merkez Kampus, 13000 BITLIS