Previous studies indicate that performance of the face recognition system severely degrades under the ageing effect. Despite the rising attention to facial ageing, there exist no comparative evaluation of the existing systems under the impact of ageing. Moreover, the compound effect of ageing and other variate such as glasses, gender etc, that are known to influence the performance, remain overlooked till date. To this aim, the contribution of this work are as follows: 1) evaluation of six baseline facial representations, based on local features, under the ageing effect, and 2) analysis of the compound effect of ageing with other variates, i.e., race, gender, glasses, facial hair etc.
Face Recognition under Ageing Effect: A Comparative Analysis / Akhtar, Z; Rattani, A; Hadid, A; Tistarelli, Massimo. - 8157:(2013), pp. 309-318. ((Intervento presentato al convegno Image Analysis and Processing – ICIAP 2013 tenutosi a Napoli, Italia nel 2013-09-11/2013-09-13 [10.1007/978-3-642-41184-7_32].
Face Recognition under Ageing Effect: A Comparative Analysis
TISTARELLI, Massimo
2013
Abstract
Previous studies indicate that performance of the face recognition system severely degrades under the ageing effect. Despite the rising attention to facial ageing, there exist no comparative evaluation of the existing systems under the impact of ageing. Moreover, the compound effect of ageing and other variate such as glasses, gender etc, that are known to influence the performance, remain overlooked till date. To this aim, the contribution of this work are as follows: 1) evaluation of six baseline facial representations, based on local features, under the ageing effect, and 2) analysis of the compound effect of ageing with other variates, i.e., race, gender, glasses, facial hair etc.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
