• DocumentCode
    1734492
  • Title

    Accuracy and performance of biometric systems

  • Author

    Gamassi, Marco ; Lazzaroni, Massimo ; Misino, Mauro ; Piuri, Vincenzo ; Sana, Daniele ; Scotti, Fabio

  • Author_Institution
    Dept. of Inf. Technol., Milan Univ., Crema, Italy
  • Volume
    1
  • fYear
    2004
  • Firstpage
    510
  • Abstract
    Although efforts of the entire international biometric community, the measurement of accuracy of a biometric system is far to be completely investigated and, eventually, standardized. The paper presents a critical analysis of the measurement of an accuracy and performance of a biometric system. Current approaches to the problem and procedural error have been described and criticized. Finally, a methodology for the measurement of the accuracy of biometric system with not-symmetric matching function is proposed and discussed.
  • Keywords
    biometrics (access control); fingerprint identification; image matching; performance evaluation; accuracy measurement; biometric systems; critical analysis; fingerprint; iris recognition; not-symmetric matching function; procedural error; Biomedical signal processing; Biometrics; Chromium; Data mining; Data security; Fingerprint recognition; Information technology; Iris recognition; NIST; Terrorism;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference, 2004. IMTC 04. Proceedings of the 21st IEEE
  • ISSN
    1091-5281
  • Print_ISBN
    0-7803-8248-X
  • Type

    conf

  • DOI
    10.1109/IMTC.2004.1351099
  • Filename
    1351099