Low-complexity iris recognition using one-bit transform and angular radial partitioning Bir-bit dönüşümü ve açisal radyal parçalama kullanan düşük karmaşikliǧa sahip i̇ris tanima sistemi
2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009, Antalya, Türkiye, 9 - 11 Nisan 2009, ss.696-699, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/siu.2009.5136491
- Basıldığı Şehir: Antalya
- Basıldığı Ülke: Türkiye
- Sayfa Sayıları: ss.696-699
- Kocaeli Üniversitesi Adresli: Evet
Özet
In this paper, a novel low-complexity iris recognition system based on 1-bit transform (1BT) and angular radial partitioning (ARP) is proposed. A binary iris image is obtained using 1BT 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. ©2009 IEEE.