Title :
A method for improving the reliability of an iris recognition system
Author :
Pereira, Milena Bueno ; Veiga, Antônio Cláudio Paschoarelli
Author_Institution :
Dept. of Electr. Eng., Fed. Univ. of Uberlandia, Brazil
Abstract :
This paper proposes a technique for improving the performance of an iris recognition system. The proposed method is a variation of the Daugman´s method used to normalize the iris region. Daugman used a rectangular representation of the iris generated from a uniform selection of points along the whole extension of the iris. The idea introduced here is that the most distinctive iris features are more concentrated in some specific regions. Hence, only points from these regions are selected for generating the rectangular representation of the iris. The goal of this paper is to show that it is possible to improve the reliability of the system by choosing points from different regions of the iris. Some simulations of the process have been described and the experimental results show that the proposed method has an encouraging performance.
Keywords :
eye; image coding; image matching; reliability; encoding process; iris recognition system; matching phase; reliability; Automatic speech recognition; Character recognition; Face recognition; Fingerprint recognition; Geometry; Humans; Iris recognition; Protection; Speech recognition; Waveguide discontinuities;
Conference_Titel :
Communications, Computers and signal Processing, 2005. PACRIM. 2005 IEEE Pacific Rim Conference on
Print_ISBN :
0-7803-9195-0
DOI :
10.1109/PACRIM.2005.1517377