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
Link To Document :
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