Despite the efforts of the international biometric community, the measurement of the accuracy of a biometric system is far from being completely investigated and, eventually, standardized. This paper presents a critical analysis of the accuracy and performance measurement 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 systems with nonsymmetric matching function will be proposed and discussed.
Quality assessment of biometric systems : a comprehensive perspective based on accuracy and performance measurement / M. Gamassi, M. Lazzaroni, M. Misino, V. Piuri, D. Sana, F. Scotti. - In: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. - ISSN 0018-9456. - 54:4(2005), pp. 1489-1496.
Quality assessment of biometric systems : a comprehensive perspective based on accuracy and performance measurement
M. LazzaroniSecondo
;V. Piuri;F. ScottiUltimo
2005
Abstract
Despite the efforts of the international biometric community, the measurement of the accuracy of a biometric system is far from being completely investigated and, eventually, standardized. This paper presents a critical analysis of the accuracy and performance measurement 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 systems with nonsymmetric matching function will be proposed and discussed.File | Dimensione | Formato | |
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