DocumentCode
2086490
Title
Iris template generation with parallel logic
Author
Rakvic, Ryan N. ; Ulis, Bradley J. ; Broussard, Randy P. ; Ives, Robert W.
Author_Institution
Dept. of Electr. & Comput. Eng., United States Naval Acad., Annapolis, MD
fYear
2008
fDate
26-29 Oct. 2008
Firstpage
1872
Lastpage
1875
Abstract
Modern iris recognition algorithms can be computationally intensive, yet are designed for traditional sequential processing elements, such as a personal computer. However, a parallel processing alternative using field-programmable gate arrays (FPGAs) offers an opportunity to speed up iris recognition. Within the means of this project, iris template generation with directional filtering, which is a computationally expensive, yet parallel portion of a modern iris recognition algorithm, is parallelized on an FPGA system. We will present a performance comparison of the parallelized algorithm on the FPGA system to a traditional CPU-based version. The parallelized template generation outperforms an optimized C++ code version determining the information content of an iris approximately 324 times faster.
Keywords
biometrics (access control); field programmable gate arrays; image recognition; field-programmable gate arrays; iris recognition algorithms; iris template generation; parallel logic; Algorithm design and analysis; Concurrent computing; Field programmable gate arrays; Filtering algorithms; Filters; Image segmentation; Iris recognition; Logic design; Microcomputers; Parallel processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2008 42nd Asilomar Conference on
Conference_Location
Pacific Grove, CA
ISSN
1058-6393
Print_ISBN
978-1-4244-2940-0
Electronic_ISBN
1058-6393
Type
conf
DOI
10.1109/ACSSC.2008.5074753
Filename
5074753
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