DocumentCode
1813796
Title
Iris recognition on Hadoop: A biometrics system implementation on cloud computing
Author
Shelly ; Raghava, N.S.
Author_Institution
Dept. of Inf. Technol., Delhi Technol. Univ., Delhi, India
fYear
2011
fDate
15-17 Sept. 2011
Firstpage
482
Lastpage
485
Abstract
Cloud computing is one of the highly researched areas today, with an objective of taking advantage of various computational resources. In this paper we have used cloud computing environment with the aim to speed up the matching process of biometric traits. We have used iris recognition, a biometric technique, as it is one of the strongest method of authentication. Also Iris recognition is stable over time. We have used Hadoop [1], an open source cloud computing environment, to develop this model. Hadoop implements Map/Reduce [1] framework in Java. Map/Reduce make easy to process large amount of data on cloud. The results shows that there is an effective speedup and efficiency gain of Iris template matching on Hadoop process over sequential process.
Keywords
Java; cloud computing; image matching; iris recognition; public domain software; Hadoop; Java; Map/Reduce framework; authentication method; biometric trait matching process; biometrics system; iris recognition; iris template matching; open source cloud computing environment; Cloud computing; Databases; Feature extraction; Image edge detection; Iris recognition; Web sites; HDFS; Hadoop; Iris Recognition; cloud computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Cloud Computing and Intelligence Systems (CCIS), 2011 IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-61284-203-5
Type
conf
DOI
10.1109/CCIS.2011.6045114
Filename
6045114
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