• 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