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Automated age estimation based on geometric mean projection transform using Orthopantomographs

Author

Listed:
  • Seyed Mostafa Mousavi Kahaki

    (Center for Arti?icial Intelligence Technology, National University of Malaysia, Bangi, Malaysia)

  • Waidah Ismail

    (Faculty of Science and Technology, Universiti Sains Islam Malaysia, Nilai, Malaysia)

  • Md Jan Nordin

    (Center for Arti?icial Intelligence Technology, National University of Malaysia, Bangi, Malaysia)

  • Nazatul S. Ahmad

    (Faculty of Dentistry, Universiti Sains Islam Malaysia, Kuala Lumpur, Malaysia)

  • Marina Ahmad

    (Faculty of Science and Technology, Universiti Sains Islam Malaysia, Nilai, Malaysia)

Abstract

A new age assessment technique based on proposed geometric mean transform by using dental X-Ray Imagery analysis has been proposed in this study. Topology segmentation and content-based shape analysis by using image transforms have been proposed to extract the feature vectors of dental imagery. Then, the accumulated feature vectors have been classi?ied to age classes by using Arti?icial Neural Networks (ANN). The proposed technique has been evaluated in the standard images sourced from faculty of dentistry, USIM, Malaysia. The evaluation results indicate the robustness of the technique to different types of dental images available in the dataset.

Suggested Citation

  • Seyed Mostafa Mousavi Kahaki & Waidah Ismail & Md Jan Nordin & Nazatul S. Ahmad & Marina Ahmad, 2017. "Automated age estimation based on geometric mean projection transform using Orthopantomographs," Journal of Advances in Technology and Engineering Research, A/Professor Akbar A. Khatibi, vol. 3(1), pages 06-10.
    • Handle: RePEc:apb:jaterr:2017:p:06-10
    DOI: 10.20474/jater-3.1.2
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    Cited by:

    1. Wanja Wellbrock & Daniela Ludin & Linda Rohrle, 2018. "Sustainability in automotive interior – comparison of volume and premium brand manufacturers," Journal of Advances in Technology and Engineering Research, A/Professor Akbar A. Khatibi, vol. 4(5), pages 197-206.
    2. Lisete S. Mónico & Luís F. Tomás & Inmaculada Tomás & Purificación Varela-Patiño & Benjamin Martin-Biedma, 2022. "Adapting Demirjian Standards for Portuguese and Spanish Children and Adolescents," IJERPH, MDPI, vol. 19(19), pages 1-13, October.
    3. Alhamzah Taher Mohammed, 2018. "Design and simulation of optimized QPSK transmitter using HDL code in MATALB," Journal of Advances in Technology and Engineering Research, A/Professor Akbar A. Khatibi, vol. 4(5), pages 208-213.

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