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The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB)

Ortega-Garcia, Javier and Fierrez, Julian and Alonso-Fernandez, Fernando and Galbally, Javier and Freire, Manuel R. and Gonzalez-Rodriguez, Joaquin and Carmen García, Mateo and Alba Castro, José Luis and Gonzalez Agulla, Elisardo and Otero Muras, Enrique and Garcia-Salicetti, Sonia and Allano, Lorène and Ly-Van, Bao and Dorizzi, Bernadette and Kittler, Josef and Bourlai, Thirimachos and Poh, Norman and Farzin, Deravi and Ng, Ming W. R. and Fairhurst, Michael C. and Hennebert, Jean and Humm, Andreas and Tistarelli, Massimo and Brodo, Linda and Richiardi, Jonas and Drygajlo, Andrzej and Ganster, Harald and Sukno, Federico M. and Pavani, Sri Kaushik and Frangi, Alejandro and Akarun, Lale and Savran, Arman (2010) The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 32 (6), p. 1097-1111. ISSN 0162-8828. Article.

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DOI: 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.

Item Type:Article
ID Code:4100
Status:Published
Refereed:Yes
Uncontrolled Keywords:BMDB, acquisition sessions, biosecure association, cross European diversity, demographic data, fingerprint data, mobile portable hardware, multimodal biometric database, multiscenario multienvironment biosecure multimodal database, office environment
Subjects:Area 01 - Scienze matematiche e informatiche > INF/01 Informatica
Area 09 - Ingegneria industriale e dell'informazione > ING-INF/05 Sistemi di elaborazione delle informazioni
Divisions:001 Università di Sassari > 01 Dipartimenti > Scienze dei linguaggi
001 Università di Sassari > 01 Dipartimenti > Architettura e pianificazione
Publisher:IEEE Computer Society
ISSN:0162-8828
Copyright Holders:© 2010 IEEE
Publisher Policy:Depositato in conformità con la politica di copyright dell'Editore
Deposited On:06 Jul 2010 13:02

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