Face verification competition on the XM2VTS database

Authors:
Kieron Messer;Josef Kittler;Mohammad Sadeghi;Sebastien Marcel;Christine Marcel;Samy Bengio;F. Cardinaux;C. Sanderson;J. Czyz;L. Vandendorpe;Sanun Srisuk;Maria Petrou;Werasak Kurutach;Alexander Kadyrov;Roberto Paredes;B. Kepenekci;F. B. Tek;G. B. Akar;Farzin Deravi;Nick Mavity
Affiliations:
University of Surrey, Guildford, Surrey, UK;University of Surrey, Guildford, Surrey, UK;University of Surrey, Guildford, Surrey, UK;Dalle Molle Institute for Perceptual Aritificial Intelligence, Martigny, Switzerland;Dalle Molle Institute for Perceptual Aritificial Intelligence, Martigny, Switzerland;Dalle Molle Institute for Perceptual Aritificial Intelligence, Martigny, Switzerland;Dalle Molle Institute for Perceptual Aritificial Intelligence, Martigny, Switzerland;Dalle Molle Institute for Perceptual Aritificial Intelligence, Martigny, Switzerland;Universite Catholique de Louvain, Batiment Stevin, Louvain-la-Neuve, Belgium;Universite Catholique de Louvain, Batiment Stevin, Louvain-la-Neuve, Belgium;Mahanakorn University of Technology, Nong Chok, Bangkok, Thailand;University of Surrey, Guildford, Surrey, UK;Mahanakorn University of Technology, Nong Chok, Bangkok, Thailand;University of Surrey, Guildford, Surrey, UK;DSIC, Universidad Politcnica de Valencia, Valencia, Spain;Tübitak Bilten, Ankara, Turkey;Tübitak Bilten, Ankara, Turkey;Tübitak Bilten, Ankara, Turkey;Electronic Engineering Laboratory, University of Kent, Canterbury, UK;Electronic Engineering Laboratory, University of Kent, Canterbury, UK
Venue:
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Year:
2003

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Abstract

In the year 2000 a competition was organised to collect face verification results on an identical, publicly available data set using a standard evaluation protocol. The database used was the Xm2vts database along with the Lausanne protocol [14]. Four different institutions submitted results on the database which were subsequently published in [13]. Three years later, a second contest using the same dataset and protocol was organised as part of AVBPA 2003. This time round seven seperate institutions submitted results to the competition. This paper presents the results of the competition and shows that verification results on this protocol have increased in performance by a factor of 3.