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Measuring changes in face appearance through aging

Ortega Hortas, Marcos and Brodo, Linda and Bicego, Manuele and Tistarelli, Massimo (2009) Measuring changes in face appearance through aging. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops : CVPR Workshops, 2009, 20-25 June 2009, Miami (FL), USA. Piscataway, IEEE. p. 107-113. ISBN 978-1-4244-3994-2. eISBN 978-1-4244-3993-5. Conference or Workshop Item.

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DOI: 10.1109/CVPRW.2009.5204302

Abstract

Facial aging has been only partially studied in the past and mostly in a qualitative way. This paper presents a novel approach to the estimation of facial aging aimed to the quantitative evaluation of the changes in facial appearance over time. In particular, the changes both in face shape and texture, due to short-time aging, are considered. The developed framework exploits the concept of ldquodistinctivenessrdquo of facial features and the temporal evolution of such measure. The analysis is performed both at a global and local level to define the features which are more stable over time. Several experiments are performed on publicly available databases with image sequences densely sampled over a time span of several years. The reported results clearly show the potential of the methodology to a number of applications in biometric identification from human faces.

Item Type:Conference or Workshop Item (Contribute)
ID Code:7029
Status:Published
Uncontrolled Keywords:Aging, biometrics, face, facial features, humans, image databases, image sequences, performance analysis, shape, spatial databases
Subjects:Area 01 - Scienze matematiche e informatiche > INF/01 Informatica
Area 09 - Ingegneria industriale e dell'informazione > ING-INF/05 Sistemi di elaborazione delle informazioni
Divisions:001 Università di Sassari > 01 Dipartimenti > Scienze dei linguaggi
001 Università di Sassari > 01 Dipartimenti > Economia, impresa, regolamentazione
001 Università di Sassari > 01 Dipartimenti > Architettura e pianificazione
001 Università di Sassari > 02 Centri > Computer Vision Laboratory
Publisher:IEEE
ISBN:978-1-4244-3994-2
ISBN:978-1-4244-3993-5
Deposited On:26 Jan 2012 13:48

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