DocumentCode :
3033517
Title :
A hybrid system of Iris and Fingerprint recognition for security applications
Author :
Al-khassaweneh, M. ; Smeirat, B. ; Ali, T.B.
Author_Institution :
Dept. of Comput. Eng., Yarmouk Univ., Irbid, Jordan
fYear :
2012
fDate :
21-24 Oct. 2012
Firstpage :
1
Lastpage :
4
Abstract :
The increase in security level due to the use of biometric recognition systems compared to traditional identification systems is helping in the rapid advancement of such systems. The use of Fingerprint or Iris recognition systems is considered to be reliable and accurate. Both systems do have some drawbacks and errors. In order to minimize the error and increase the accuracy, we propose a hybrid system for identification by using both fingerprint recognition and Iris recognition systems. In this paper, the algorithm used for identification for Iris image was based on Ng et al algorithm using Rapid Haar Wavelet Decomposition while the algorithm used for fingerprint identification presented by Porpanomchai et al is based on the Euclidean distance from the bifurcation point to the core point. Both algorithms were modified and then combined for the hybrid system. The simulation results show the improvement in performance of the proposed method and the added advantages of combining both identifications systems.
Keywords :
Haar transforms; bifurcation; fingerprint identification; iris recognition; security of data; wavelet transforms; Euclidean distance; bifurcation point; biometric recognition systems; core point; fingerprint recognition systems; hybrid system; iris recognition systems; rapid Haar wavelet decomposition; security level; traditional identification systems; Accuracy; Bifurcation; Databases; Fingerprint recognition; Iris recognition; Security; Testing; Bifurcation and ridge termination points; Euclidean distance; Haar wavelet; Hybrid Security System; Pupil detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Open Systems (ICOS), 2012 IEEE Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4673-1044-4
Type :
conf
DOI :
10.1109/ICOS.2012.6417639
Filename :
6417639
Link To Document :
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