Data di Pubblicazione:
2010
Citazione:
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB) / Ortega Garcia, J.; Fierrez, J.; Alonso Fernandez, F.; Galbally, J.; Freire, M. R.; Gonzalez Rodriguez, J.; Garcia Mateo, C.; Alba Castro, J. L.; Gonzalez Agulla, E.; Otero Muras, E.; Garcia Salicetti, S.; Allano, L.; Ly Van, B.; Dorizzi, B.; Kittler, J.; Bourlai, T.; Poh, N.; Deravi, F.; Ng, M. N. R.; Fairhurst, M.; Hennebert, J.; Humm, A.; Tistarelli, Massimo; Brodo, Linda; Richiardi, J.; Drygajlo, A.; Ganster, H.; Sukno, F. M.; Pavani, S. K.; Frangi, A.; Akarun, L.; Savran, A.. - In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. - ISSN 0162-8828. - 32:6(2010), pp. 1097-1111. [10.1109/TPAMI.2009.76]
Abstract:
A new multimodal biometric database designed and acquired within the framework of the European BioSecure Network of
Excellence is presented. It is comprised of more than 600 individuals acquired simultaneously in three scenarios: 1) over the Internet,
2) in an office environment with desktop PC, and 3) in indoor/outdoor environments with mobile portable hardware. The three
scenarios include a common part of audio/video data. Also, signature and fingerprint data have been acquired both with desktop PC
and mobile portable hardware. Additionally, hand and iris data were acquired in the second scenario using desktop PC. Acquisition has
been conducted by 11 European institutions. Additional features of the BioSecure Multimodal Database (BMDB) are: two acquisition
sessions, several sensors in certain modalities, balanced gender and age distributions, multimodal realistic scenarios with simple and
quick tasks per modality, cross-European diversity, availability of demographic data, and compatibility with other multimodal
databases. The novel acquisition conditions of the BMDB allow us to perform new challenging research and evaluation of either
monomodal or multimodal biometric systems, as in the recent BioSecure Multimodal Evaluation campaign. A description of this
campaign including baseline results of individual modalities from the new database is also given. The database is expected to be
available for research purposes through the BioSecure Association during 2008.
Excellence is presented. It is comprised of more than 600 individuals acquired simultaneously in three scenarios: 1) over the Internet,
2) in an office environment with desktop PC, and 3) in indoor/outdoor environments with mobile portable hardware. The three
scenarios include a common part of audio/video data. Also, signature and fingerprint data have been acquired both with desktop PC
and mobile portable hardware. Additionally, hand and iris data were acquired in the second scenario using desktop PC. Acquisition has
been conducted by 11 European institutions. Additional features of the BioSecure Multimodal Database (BMDB) are: two acquisition
sessions, several sensors in certain modalities, balanced gender and age distributions, multimodal realistic scenarios with simple and
quick tasks per modality, cross-European diversity, availability of demographic data, and compatibility with other multimodal
databases. The novel acquisition conditions of the BMDB allow us to perform new challenging research and evaluation of either
monomodal or multimodal biometric systems, as in the recent BioSecure Multimodal Evaluation campaign. A description of this
campaign including baseline results of individual modalities from the new database is also given. The database is expected to be
available for research purposes through the BioSecure Association during 2008.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
Multimodal; biometrics; database; evaluation; performance; benchmark; face; voice; speaker; signature; fingerprint; hand; iris
Elenco autori:
Ortega Garcia, J.; Fierrez, J.; Alonso Fernandez, F.; Galbally, J.; Freire, M. R.; Gonzalez Rodriguez, J.; Garcia Mateo, C.; Alba Castro, J. L.; Gonzalez Agulla, E.; Otero Muras, E.; Garcia Salicetti, S.; Allano, L.; Ly Van, B.; Dorizzi, B.; Kittler, J.; Bourlai, T.; Poh, N.; Deravi, F.; Ng, M. N. R.; Fairhurst, M.; Hennebert, J.; Humm, A.; Tistarelli, Massimo; Brodo, Linda; Richiardi, J.; Drygajlo, A.; Ganster, H.; Sukno, F. M.; Pavani, S. K.; Frangi, A.; Akarun, L.; Savran, A.
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