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dc.contributor.authorElizondo, Daviden
dc.contributor.authorFaundez-Zanuy, Marcusen
dc.contributor.authorFerrer-Ballester, M. A.en
dc.contributor.authorTravieso-Gonzalez, C. M.en
dc.date.accessioned2008-11-24T13:24:11Z
dc.date.available2008-11-24T13:24:11Z
dc.date.issued2007-12-01en
dc.identifier.citationFaundez-Zanuy, M. et al. (2007) Authentication of individuals using hand geometry biometrics: a neural network approach. Neural Processing Letters, 26(3), pp. 201-216.
dc.identifier.issn1573-773Xen
dc.identifier.urihttp://hdl.handle.net/2086/174
dc.descriptionThis paper introduces an inexpensive, powerful and easy to use hand geometry based biometric person authentication system using neural networks. The proposed approach followed to construct this system consists of an acquisition device, a pre-processing stage, and a neural network based classifier. One of the novelties of this work is the introduction of hand geometry-related, position independent, feature extraction and identification which can be useful in problems related to image processing and pattern recognition. Another novelty of this research is the use of error correction codes to enhance the level of performance of the neural network model.en
dc.language.isoenen
dc.publisherSpringer Verlagen
dc.subjectRAE 2008
dc.subjectUoA 23 Computer Science and Informatics
dc.subjectbiometrics
dc.subjecthand geometry
dc.subjectneural network
dc.subjectbiometrical features
dc.subjectfeature extraction
dc.subjectfeature identification
dc.subjectauthentication of individual
dc.titleAuthentication of individuals using hand geometry biometrics: a neural network approach.en
dc.typeArticleen
dc.identifier.doihttp://dx.doi.org/10.1007/s11063-007-9052-yen
dc.researchgroupDIGITSen
dc.researchgroupCentre for Computational Intelligence
dc.peerreviewedYesen
dc.researchinstituteInstitute of Artificial Intelligence (IAI)en


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