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
fDate :
9/1/1997 12:00:00 AM
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;
Journal_Title :
Proceedings of the IEEE