View source for Publications:Discriminative multimodal biometric authentication based on quality measures

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{{PublicationSetupTemplate|Author=Julian Fierrez-Aguilar, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez, Josef Bigun
|PID=237448
|Name=Fierrez-Aguilar, Julian (Escuela Politecnica Superior, Universidad Autonoma De Madrid, Spain);Ortega-Garcia, Javier (Escuela Politecnica Superior, Universidad Autonoma De Madrid, Spain);Gonzalez-Rodriguez, Joaquin (Escuela Politecnica Superior, Universidad Autonoma De Madrid, Spain);Bigun, Josef (josef) (Högskolan i Halmstad (2804), Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) (3905), Halmstad Embedded and Intelligent Systems Research (EIS) (3938))
|Title=Discriminative multimodal biometric authentication based on quality measures
|PublicationType=Journal Paper
|ContentType=Refereegranskat
|Language=eng
|Journal=Pattern Recognition
|JournalISSN=0031-3203
|Status=published
|Volume=38
|Issue=5
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|StartPage=777
|EndPage=779
|Year=2005
|Edition=
|Pages=
|City=Oxford
|Publisher=Pergamon Press
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|DOI=http://dx.doi.org/10.1016/j.patcog.2004.11.012
|ISI=000227360300013
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|ScopusId=2-s2.0-13644264355
|NBN=urn:nbn:se:hh:diva-269
|LocalId=2082/564
|ArchiveNumber=
|Keywords=Biometrics;Multimodal;Authentication;Verification;Quality;Support vector machine;Fingerprint;Signature
|Categories=Datorseende och robotik (autonoma system) (10207)
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|Abstract=<p>A novel score-level fusion strategy based on quality measures for multimodal biometric authentication is presented. In the proposed method, the fusion function is adapted every time an authentication claim is performed based on the estimated quality of the sensed biometric signals at this time. Experimental results combining written signatures and quality-labelled fingerprints are reported. The proposed scheme is shown to outperform significantly the fusion approach without considering quality signals. In particular, a relative improvement of approximately 20% is obtained on the publicly available MCYT bimodal database.</p>
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|CreatedDate=2006-11-27
|PublicationDate=2006-11-27
|LastUpdated=2013-02-25
|diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:237448}}
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