Abstract
In this paper we describe the acquisition and content of a new large, realistic and challenging multi-modal database intended for training and testing multi-modal verification systems. The BANCA database was captured in four European languages in two modalities (face and voice). For recording, both high and low quality microphones and cameras were used. The subjects were recorded in three different scenarios, controlled, degraded and adverse over a period of three months. In total 208 people were captured, half men and half women. In this paper we also describe a protocol for evaluating verification algorithms on the database. The database will be made available to the research community through http://www.ee.surrey.ac.uk/Research/VSSP/banca.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
M. Acheroy, C. Beumier, J. Bigün, G. Chollet, B. Duc, S. Fischer, D. Genoud, P. Lockwood, G. Maitre, S. Pigeon, I. Pitas, K. Sobottka, and L. Vandendorpe. Multi-modal person verification tools using speech and images. In Multimedia Applications, Services and Techniques (ECMAST 96), Louvain-la-Neuve, 1996.
S. Bengio, F. Bimbot, J. Mariéthoz, V. Popovici, F. Porée, E. Bailly-Bailliére, G. Matas, and B. Ruiz. Experimental protocol on the BANCA database. Technical Report IDIAP-RR 02-05, IDIAP, 2002.
C.C Chibelushi, F. Deravi, and J. S.D. Mason. Survey of audio visual speech databases. Technical report, University of Swansea.
P Devijver and J Kittler. Pattern Recognition: A Statistical Approach. Prentice Hall, 1982.
A. Martin et al. The DET curve in assessment of detection task performance. In Eurospeech’97, volume 4, pages 1895–1898, 1997.
K Messer, J Matas, J Kittler, J Luettin, and G Maitre. Xm2vtsdb: The extended m2vts database. In Second International Conference on Audio and Video-based Biometric Person Authentication, March 1999.
P. J. Phillips, A. Martin, C. L. Wilson, and M. Przybocki. An introduction to evaluating biometric systems. IEEE Computer, pages 56–63, February 2000.
P. J. Phillips, H. Wechsler, J. Huang, and P. J. Rauss. The FERET database and evaluation procedure for face-recognition algorithm. Image and Vision Computing, 16:295–306, 1998.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bailly-Bailliére, E. et al. (2003). The BANCA Database and Evaluation Protocol. In: Kittler, J., Nixon, M.S. (eds) Audio- and Video-Based Biometric Person Authentication. AVBPA 2003. Lecture Notes in Computer Science, vol 2688. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44887-X_74
Download citation
DOI: https://doi.org/10.1007/3-540-44887-X_74
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40302-9
Online ISBN: 978-3-540-44887-7
eBook Packages: Springer Book Archive