Face recognition is one of the most challenging biometric modalities for personal identification. This is due to a number of factors, including the complexity and variability of the signal captured by a face device. Several issues incur in the management of a face template as user’s identity. Data dimensionality reduction, compactness of the representation, uniqueness of the template and ageing effects, are just but a few of the issues to be addressed. In this paper we present the current state of the art in face recognition technology and how this related to the proper management of a user’s identity. Some real cases are presented and some conclusions are drawn.
Identity Management in Face Recognition Systems / Tistarelli, Massimo; Grosso, Enrico. - (2008), pp. 67-81. (Intervento presentato al convegno Biometrics and Identity Management tenutosi a Denmark nel May 7-9, 2008) [10.1007/978-3-540-89991-4_8].
Identity Management in Face Recognition Systems
TISTARELLI, Massimo
;GROSSO, Enrico
2008-01-01
Abstract
Face recognition is one of the most challenging biometric modalities for personal identification. This is due to a number of factors, including the complexity and variability of the signal captured by a face device. Several issues incur in the management of a face template as user’s identity. Data dimensionality reduction, compactness of the representation, uniqueness of the template and ageing effects, are just but a few of the issues to be addressed. In this paper we present the current state of the art in face recognition technology and how this related to the proper management of a user’s identity. Some real cases are presented and some conclusions are drawn.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
