Cloud-based mobile system for biometrics authentication

F. Omri, S. Foufou, R. Hamila, M. Jarraya

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper introduces a new framework to perform handwritten password authentication as an Internet service based on the cloud computing technology. Using the proposed cloud-based authentication platform, we would be able to apply several advanced practical algorithms, such as k-nearest neighbor, and artificial neural network classifier used for large-scale character recognition. The classifier algorithm uses parallel classifier combination method in order to achieve satisfying accuracy for both recognition and error rate.

Original languageEnglish (US)
Title of host publication2013 13th International Conference on ITS Telecommunications, ITST 2013
PublisherIEEE Computer Society
Pages325-330
Number of pages6
ISBN (Print)9781479908462
DOIs
StatePublished - 2013
Event2013 13th International Conference on ITS Telecommunications, ITST 2013 - Tampere, Finland
Duration: Nov 5 2013Nov 7 2013

Publication series

Name2013 13th International Conference on ITS Telecommunications, ITST 2013

Other

Other2013 13th International Conference on ITS Telecommunications, ITST 2013
CountryFinland
CityTampere
Period11/5/1311/7/13

Keywords

  • Handwriting recognition
  • Mobile cloud computing
  • Parallel classifier combination

ASJC Scopus subject areas

  • Computer Networks and Communications

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  • Cite this

    Omri, F., Foufou, S., Hamila, R., & Jarraya, M. (2013). Cloud-based mobile system for biometrics authentication. In 2013 13th International Conference on ITS Telecommunications, ITST 2013 (pp. 325-330). [6685567] (2013 13th International Conference on ITS Telecommunications, ITST 2013). IEEE Computer Society. https://doi.org/10.1109/ITST.2013.6685567