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, Turkey, 9 - 11 April 2009, pp.910-913 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/siu.2009.5136491
  • City: Antalya
  • Country: Turkey
  • Page Numbers: pp.910-913

Abstract

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.