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.

Accuracy and performance of biometric systems / M. Gamassi, M. Lazzaroni, M.N. Misino, V. Piuri, D. Sana, F. Scotti (CONFERENCE PROCEEDINGS - IEEE INSTRUMENTATION/MEASUREMENT TECHNOLOGY CONFERENCE). - In: Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference (IEEE Cat. No.04CH37510)Piscataway : IEEE, 2004. - ISBN 078038248X. - pp. 510-515 (( Intervento presentato al 21. convegno Instrumentation and Measurement Technology Conference tenutosi a Como nel 2004 [10.1109/IMTC.2004.1351099].

Accuracy and performance of biometric systems

M. Gamassi;M. Lazzaroni;M.N. Misino;V. Piuri;F. Scotti
2004

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.
Accuracy measurement; Best practice; Biometric Systems; Fingerprint; Iris recognition
Settore INF/01 - Informatica
Settore ING-INF/07 - Misure Elettriche e Elettroniche
2004
IEEE
Book Part (author)
File in questo prodotto:
File Dimensione Formato  
imtc_2004.pdf

accesso riservato

Tipologia: Publisher's version/PDF
Dimensione 513.19 kB
Formato Adobe PDF
513.19 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/142438
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 34
  • ???jsp.display-item.citation.isi??? ND
social impact