Abstract
Nowadays biometrics becomes an important field in IT security, safety and comfort research for automotive. Aims are automatic driver authentication or recognition of spoken commands. In this paper an experimental evaluation of a system is presented which uses a fusion of three biometric modalities to verify the authorized drivers out of a limited group of potential persons such as a family or small company which is a common use case for automotive domain. The goal is to show the tendency of biometric verification performance in such a scenario. Therefore a multi-biometric fusion is carried out based on biometric modalities face and voice in combination with the body weight. The fusion of the three modalities results in a relative improvement of 140% compared to the best individual result with regard to the used measure, the equal error rate.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Makrushin, A., Dittmann, J., Kiltz, S., Hoppe, T.: Exemplarische Mensch-Maschine-Interaktionsszenarien und deren Komfort-, Safety- und Security-Implikationen am Beispiel von Gesicht und Sprache. In: Alkassar, S. (ed.) Sicherheit 2008; Sicherheit - Schutz und Zuverlässigkeit; Beiträge der 4. Jahrestagung des Fachbereichs Sicherheit der Gesellschaft für Informatik e.V (GI), April 2-4, 2008, pp. 315–327 (2008)
Biermann, M., Hoppe, T., Dittmann, J., Vielhauer, C.: Vehicle Systems: Comfort & Security Enhancement of Face/Speech Fusion with Compensational Biometrics. In: MM&Sec 2008 - Proceedings of the Multimedia and Security Workshop 2008, Oxford, UK, pp. 185–194 (2008)
Nandakumar, K., Chen, Y., Jain, A.K., Dass, S.C.: Quality-based Score Level Fusion in Multibiometric Systems. In: Proceedings of the 18th international Conference on Pattern Recognition, ICPR, vol. 04. IEEE Computer Society, Washington (2006)
Ross, A., Nandakumar, K., Jain, A.K.: Handbook of Multibiometrics. Springer, New York (2006)
Reference System based on speech modality (2008), http://share.int-evry.fr/svnview-eph/filedetails.php?repname=ref_syst&path=%2FSpeech_Alize%2Fdoc%2FhowTo.pdf
A biometric reference system for 2D face (2008), http://share.int-evry.fr/svnview-eph/filedetails.php?repname=ref_syst&path=%2F2Dface_BU%2Fdoc%2FhowTo.pdf
bodalgo. Voice Over Market Place for Voice Overs, Voiceover Talents – Find Voice Overs The Easy Way! (2009), http://www.bodalgo.com (download: February 2009)
Subversion server of BioSecure reference systems, 2DFace (2009), http://share.int-evry.fr/svnview-eph/filedetails.php?repname=ref_syst&path=%2F2Dface_BU%2Fresults%2FmodelBANCA.dat (download: February 2009)
Vielhauer, C.: Biometric User Authentication for IT Security: From Fundamentals to Handwriting. Springer, New York (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Scheidat, T., Biermann, M., Dittmann, J., Vielhauer, C., Kümmel, K. (2009). Multi-biometric Fusion for Driver Authentication on the Example of Speech and Face. In: Fierrez, J., Ortega-Garcia, J., Esposito, A., Drygajlo, A., Faundez-Zanuy, M. (eds) Biometric ID Management and Multimodal Communication. BioID 2009. Lecture Notes in Computer Science, vol 5707. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04391-8_29
Download citation
DOI: https://doi.org/10.1007/978-3-642-04391-8_29
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-04390-1
Online ISBN: 978-3-642-04391-8
eBook Packages: Computer ScienceComputer Science (R0)