• DocumentCode
    1273765
  • Title

    Evaluation of automated biometrics-based identification and verification systems

  • Author

    Shen, Weicheng ; Surette, Marc ; Khanna, Rajiv

  • Author_Institution
    Pacer Infotec Inc., McLean, VA, USA
  • Volume
    85
  • Issue
    9
  • fYear
    1997
  • fDate
    9/1/1997 12:00:00 AM
  • Firstpage
    1464
  • Lastpage
    1478
  • Abstract
    Recent advancements in computer technology have increased the use of automated biometric-based identification and verification systems. These systems are designed to detect the identity of an individual when it is unknown or to verify the individual´s identity when it is provided. These systems typically contain a series of complex technologies that work together to provide the desired results in turn, evaluating these systems is also a complex process. The authors provide a method that may be used to evaluate the performance of automated biometric-based systems. The method is derived from fundamental statistics and is applicable to a variety of systems. Examples are provided to demonstrate the practicality of the method
  • Keywords
    biometrics (access control); performance evaluation; statistical analysis; biometrics-based identification; evaluation; fundamental statistics; performance; verification; Bioinformatics; Biometrics; Computer industry; Fingerprint recognition; Hardware; Law enforcement; Software; Statistical analysis; Statistics; System testing;
  • fLanguage
    English
  • Journal_Title
    Proceedings of the IEEE
  • Publisher
    ieee
  • ISSN
    0018-9219
  • Type

    jour

  • DOI
    10.1109/5.628719
  • Filename
    628719