Age prediction from iris biometrics

ERBİLEK M., Fairhurst M., Abreu M.

5th International Conference on Imaging for Crime Detection and Prevention, ICDP 2013, London, İngiltere, 16 - 17 Aralık 2013, (Tam Metin Bildiri) identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1049/ic.2013.0258
  • Basıldığı Şehir: London
  • Basıldığı Ülke: İngiltere
  • Anahtar Kelimeler: Intelligent classifier structures, Iris age prediction, Iris geometric features
  • Orta Doğu Teknik Üniversitesi Kuzey Kıbrıs Kampüsü Adresli: Evet

Özet

This paper proposes and investigates experimentally an approach to age prediction from iris images by using a combination of a small number of very simple geometric features, and a more versatile and intelligent classifier structure which can achieve accuracies to 75%. To our knowledge, this is the first experimental study of three class age prediction from iris images.