Publication Details

Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data

MCCOOL Christopher S., MARCEL Sebastien, MATĚJKA Pavel, ČERNOCKÝ Jan, KITTLER Joseph, LARCHER Anthony, LÉVY Christophe, MATROUF Driss and BONASTRE Jean-Francois et al. Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data. In: 2012 IEEE International Conference on Multimedia and Expo Workshops. Melbourne, Victoria: IEEE Computer Society, 2012, pp. 635-640. ISBN 978-1-4673-2027-6.
Czech title
Bimodální rozpoznávání osob na mobilním telefonu: použití dat z mobilního telefonu
Type
conference paper
Language
english
Authors
McCool Christopher S. (IDIAP)
Marcel Sebastien (IDIAP)
Matějka Pavel, Ing., Ph.D. (DCGM FIT BUT)
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT)
Kittler Joseph, prof. (USG)
Larcher Anthony, Dr. (LMNU)
Lévy Christophe (UAPV)
Matrouf Driss (UAPV)
and others
URL
Keywords

bi-modal authentication; mobile biometrics; speaker recognition; face recognition

Abstract

This paper is on Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data. Work was done within the MOBIO project.

Annotation

This paper presents a novel fully automatic bi-modal, face and speaker, recognition system which runs in real-time on a mobile phone. The implemented system runs in real-time on a Nokia N900 and demonstrates the feasibility of performing both automatic face and speaker recognition on a mobile phone. We evaluate this recognition system on a novel publicly-available mobile phone database and provide a well defined evaluation protocol. This database was captured almost exclusively using mobile phones and aims to improve research into deploying biometric techniques to mobile devices.We show, on this mobile phone database, that face and speaker recognition can be performed in a mobile environment and using score fusion can improve the performance by more than 25% in terms of error rates.

Published
2012
Pages
635-640
Proceedings
2012 IEEE International Conference on Multimedia and Expo Workshops
Conference
Workshop On Hot Topics In Mobile Multimedia 2012, Melbourne, AU
ISBN
978-1-4673-2027-6
Publisher
IEEE Computer Society
Place
Melbourne, Victoria, AU
DOI
10.1109/ICMEW.2012.116
BibTeX 
@INPROCEEDINGS{FITPUB10155,
   author = "S. Christopher McCool and Sebastien Marcel and Pavel Mat\v{e}jka and Jan \v{C}ernock\'{y} and Joseph Kittler and Anthony Larcher and Christophe L\'{e}vy and Driss Matrouf and Jean-Francois Bonastre and et al.",
   title = "Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data",
   pages = "635--640",
   booktitle = "2012 IEEE International Conference on Multimedia and Expo Workshops",
   year = 2012,
   location = "Melbourne, Victoria, AU",
   publisher = "IEEE Computer Society",
   ISBN = "978-1-4673-2027-6",
   doi = "10.1109/ICMEW.2012.116",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10155"
}
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