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MCYT baseline corpus: a bimodal biometric database

MCYT baseline corpus: a bimodal biometric database

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The current need for large multimodal databases to evaluate automatic biometric recognition systems has motivated the development of the MCYT bimodal database. The main purpose has been to consider a large scale population, with statistical significance, in a real multimodal procedure, and including several sources of variability that can be found in real environments. The acquisition process, contents and availability of the single-session baseline corpus are fully described. Some experiments showing consistency of data through the different acquisition sites and assessing data quality are also presented.

References

    1. 1)
      • NIST, http://www.nist.gov.
    2. 2)
    3. 3)
      • Dolfing, J.G.A., Aarts, E.H.L., Van Oosterhout, J.J.G.: `On-line signature verification with hidden Markov models', Proc. IEEE 14th Int. Conf. on Pattern recognition, August 1998, Brisbane, Australia, p. 1309–1312.
    4. 4)
      • Ortega, J., Simon, D., Faundez, M., Espinosa, V., Satue, A., Hernaez, I., Igarza, J.-J., Vivaracho, C., Moro, Q.-I.: `MCYT: A multimodal biometric database', Proc. COST-275 Biometric Recognition Workshop, Rome, Italy, Nov. 2002, p. 123–126, http://www.fub.it/cost275.
    5. 5)
      • Garcia-Salicetti, S., Beumier, C., Chollet, G., Dorizzi, B., Jardins, J.-L., Lunter, J., Ni, Y., Petrovska-Delacretaz, D.: `BIOMET: a multimodal person authentication database including face, voice, fingerprint, hand and signature modalities', Proc. 4th Int. Conf. on Audio- and video-based person authentication (AVBPA), Guildford, UK, June 2003, p. 845–853.
    6. 6)
      • Messer, K., Matas, J., Kittler, J., Luettin, J., Maitre, G.: `XM2VTSDB: The extended M2VTS database', Proc. 2nd Int. Conf. on Audio- and video-based person authentication (AVBPA'99), Washington, DC, USA, March 1999, p. 72–77.
    7. 7)
      • Precise Biometrics, http://www.precisebiometrics.com.
    8. 8)
      • Digital Persona, http://www.digitalpersona.com.
    9. 9)
      • Wacom, http://www.wacom.com.
    10. 10)
    11. 11)
    12. 12)
      • Guillick, L., Cox, S.-J.: `Some statistical issues in the comparison of speech recognition algorithms', Proc. IEEE Int. Conf. on Acoustics, speech and signal processing (ICASSP), Baltimore, USA, May 1989, vol. 1, p. 532–535.
    13. 13)
      • Simon-Zorita, D., Ortega-Garcia, J., Sanchez-Asenjo, M., Gonzalez-Rodriguez, J.: `Facing position variability in minutiae-based fingerprint verification through multiple references and score normalization techniques', Proc. 4th Int. Conf. on Audio- and video-based person authentication (AVBPA 2003), Guildford, UK, June 2003, p. 214–223.
    14. 14)
      • J. Fierrez-Aguilar , J. Ortega-Garcia , J. Martin-Rello , J. Gonzalez-Rodriguez . A novel function-based on-line signature verification system exploiting statistical signal modeling. submitted to IEEE Trans. Syst. Man Cybern. C
    15. 15)
      • Simon-Zorita, D., Fierrez-Aguilar, J.: ATVS-02/2003, MCYT_Signature Technical Report, April 2003.
    16. 16)
      • Martin, A., Doddington, G., Kamm, T., Ordowski, M., Przybocki, M.: `The DET curve in assessment of decision task performance', Proc. ESCA 5th European Conf. on Speech communications and technology (EuroSpeech'97) Rhodes, Greece, 1997, p. 1895–1898.
    17. 17)
      • Bauer, F., Wirtz, B.: `Parameter reduction and personalized parameter selection for automatic signature verification', Proc. 3rd Int. Conf. on Document analysis and recognition, Montreal, Canada, August 1995, p. 183–186.
    18. 18)
      • Kim, S.H., Park, M.S., Kim, J.: `Applying personalized weights to a feature set for on-line verification', Proc. 3rd Int. Conf. on Document analysis and recognition, Montreal, Canada, August 1995, p. 882–885.
    19. 19)
    20. 20)
      • MCYT Consortium site, http://www.infor.uva.es/biometria.
    21. 21)
      • Fierrez-Aguilar, J., Ortega-Garcia, J., Garcia-Romero, D., Gonzalez-Rogriguez, J.: `A comparative evaluation of fusion strategies for multimodal biometric verification', Proc. 4th Int. Conf. on Audio-and video-based person authentication (AVBPA 2003), Guildford, UK, June 2003, p. 830–837.
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