• DocumentCode
    1241632
  • Title

    The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB)

  • Author

    Ortega-Garcia, Javier ; Fierrez, Julian ; Alonso-Fernandez, Fernando ; Galbally, Javier ; Freire, Manuel R. ; Gonzalez-Rodriguez, Joaquin ; Garcia-Mateo, Carmen ; Alba-Castro, Jose-Luis ; Gonzalez-Agulla, Elisardo ; Otero-Muras, Enrique ; Garcia-Salicetti

  • Volume
    32
  • Issue
    6
  • fYear
    2010
  • fDate
    6/1/2010 12:00:00 AM
  • Firstpage
    1097
  • Lastpage
    1111
  • 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.
  • Keywords
    biometrics (access control); data acquisition; database management systems; security of data; 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; Availability; Biometrics; Biosensors; Fingerprint recognition; Hardware; Internet; Iris; Multimodal sensors; Sensor phenomena and characterization; Spatial databases; Multimodal; benchmark; biometrics; database; evaluation; face; fingerprint; hand; iris.; performance; signature; speaker; voice; Biometric Identification; Data Interpretation, Statistical; Database Management Systems; Databases, Factual; Dermatoglyphics; Face; Female; Humans; Iris; Male; Reproducibility of Results; Voice;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.2009.76
  • Filename
    4815263