DocumentCode
3033888
Title
Field programmable gate array system for real-time IRIS recognition
Author
Hematian, Amirshahram ; Manaf, Asrulnizam Abd ; Chuprat, Suriayati ; Khaleghparast, Reza ; Yazdani, Sajjad
Author_Institution
Adv. Inf. Sch., Univ. Teknol. Malaysia, Kuala Lumpur, Malaysia
fYear
2012
fDate
21-24 Oct. 2012
Firstpage
1
Lastpage
6
Abstract
Iris recognition is one of the most flawless recognition methods in biometrics. However, most of iris recognition algorithms are implemented based on sequential operations running on central processing units (CPUs). In this article we propose a prototype design for iris recognition based on field-programmable gate array (FPGA) in order to improve iris recognition performance by parallel computing. Time-consuming iris recognition sub-processes are fully implemented in parallel to achieve optimum performance. Unlike commonly used iris recognition methods that first capture a single image of an eye and then start the recognition process, we achieved to speed up the iris recognition process by localizing the pupil and the iris boundaries, unwrapping the iris image and extracting features of the iris image while image capturing was in progress. Consequently, live images from human eye can be processed continuously without any delay. We conclude that iris recognition acceleration by parallel computing can be a complete success when it is implemented on low-cost FPGAs.
Keywords
feature extraction; field programmable gate arrays; iris recognition; parallel processing; CPU; FPGA; biometrics; central processing units; feature extraction; field programmable gate array system; flawless recognition methods; iris image; iris recognition algorithms; parallel computing; real-time IRIS recognition; sequential operations; single image; time-consuming iris recognition sub-processes; Clocks; Feature extraction; Field programmable gate arrays; Hardware; Humans; Iris; Iris recognition; Biometrics; FPGA; Identification; Iris Recognition; Pattern matching;
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.2012.6417657
Filename
6417657
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