Low-Complexity Iris Recognition Using One-Bit Transform and Angular Radial Partitioning

Celebi A. T., GÜLLÜ M. K., ERTÜRK S.

IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Türkiye, 9 - 11 Nisan 2009, ss.910-913 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/siu.2009.5136491
  • Basıldığı Şehir: Antalya
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.910-913
  • Kocaeli Üniversitesi Adresli: Evet

Özet

In this paper, a novel low-complexity iris recognition system based on-bit transform BTg and angular radial partitioning zARPg is proposed. A binary iris image is obtained using BT on iris image. ARP is applied to this binary image and a feature vector is extracted considering the amount of data in the partitions and identification is executed. An important advantage of the proposed approach is its low-complexity. Furthermore, the method gives high identification and verification accuracies.