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
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;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2004. IMTC 04. Proceedings of the 21st IEEE
Print_ISBN :
0-7803-8248-X
DOI :
10.1109/IMTC.2004.1351099