Title :
An Iris Recognition System Using Phase-Based Image Matching
Author :
Miyazawa, K. ; Ito, Kei ; Aoki, Toyohiro ; Kobayashi, Kaoru ; Katsumata, Akio
Author_Institution :
Graduate Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
Abstract :
This paper presents an implementation of iris recognition algorithm using phase-based image matching-an image matching technique using phase components in 2D discrete Fourier transforms (DFTs) of given images. Our experimental observation clearly shows that the use of phase components of iris images makes possible to achieve highly accurate iris recognition even for low-quality iris images. In this paper, we consider the problem of designing a compact phase-based iris recognition algorithm especially suitable for hardware implementation. We also present prototype implementation of an iris recognition system based on the proposed algorithm. The prototype system fully utilizes state-of-the-art DSP (digital signal processor) technology to achieve real-time iris recognition capability within a compact hardware module.
Keywords :
biometrics (access control); digital signal processing chips; discrete Fourier transforms; image matching; image recognition; 2D discrete Fourier transform; DFT; DSP technology; digital signal processor; iris recognition system; phase-based image matching; Algorithm design and analysis; Digital signal processing; Digital signal processors; Discrete Fourier transforms; Hardware; Image matching; Iris recognition; Prototypes; Real time systems; Signal processing algorithms; Identification of persons; image matching; image processing;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.313159