DocumentCode :
654930
Title :
Cloud-based mobile system for biometrics authentication
Author :
Omri, F. ; Foufou, Sebti ; Hamila, R. ; Jarraya, M.
Author_Institution :
Le2i, Univ. de Bourgogne, Dijon, France
fYear :
2013
fDate :
5-7 Nov. 2013
Firstpage :
325
Lastpage :
330
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.
Keywords :
cloud computing; handwriting recognition; mobile computing; neural nets; pattern classification; security of data; Internet service; K-nearest neighbor; advanced practical algorithm; artificial neural network classifier; biometric authentication; classifier algorithm; cloud based authentication platform; cloud based mobile system; cloud computing technology; handwritten password authentication; large scale character recognition; parallel classifier combination method; Artificial neural networks; Authentication; Biometrics (access control); Gray-scale; Image segmentation; Mobile handsets; Physiology; Handwriting recognition; Mobile Cloud Computing; Parallel classifier combination;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
ITS Telecommunications (ITST), 2013 13th International Conference on
Conference_Location :
Tampere
Type :
conf
DOI :
10.1109/ITST.2013.6685567
Filename :
6685567
Link To Document :
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