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Face recognition under ageing effect: a comparative analysis

Akhtar, Zahid and Rattani, Ajita and Hadid, Abdenour and Tistarelli, Massimo (2013) Face recognition under ageing effect: a comparative analysis. In: Image analysis and processing: ICIAP 2013: 17. International conference: proceedings, part II, September 9-13, 2013, Naples, Italy. Berlin [etc.], Springer. p. 308-318. (Lecture notes in computer science, 8157/2013). ISSN 0302-9743. eISBN 978-3-642-41184-7. Conference or Workshop Item.

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DOI: 10.1007/978-3-642-41184-7_32


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.

Item Type:Conference or Workshop Item (Paper)
ID Code:9248
Uncontrolled Keywords:Biometrics, covariate analysis, facial ageing, facial features
Subjects:Area 09 - Ingegneria industriale e dell'informazione > ING-INF/05 Sistemi di elaborazione delle informazioni
Divisions:001 Università di Sassari > 01-a Nuovi Dipartimenti dal 2012 > Scienze Politiche, Scienze della Comunicazione e Ingegneria dell'Informazione
Deposited On:07 Oct 2013 18:31

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