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On the quantitative estimation of short-term aging in human faces

Ortega Hortas, Marcos and Brodo, Linda and Bicego, Manuele and Tistarelli, Massimo (2009) On the quantitative estimation of short-term aging in human faces. In: Image Analysis and Processing, ICIAP 2009: Proceedings of the 15th International Conference on Image Analysis and Processing, 8-11 September 2009, Vietri sul Mare, Italy. Berlin - Heidelberg, Springer. p. 575-584. (Lecture Notes in Computer Science, 5716/2009). ISBN 978-3-642-04145-7. Conference or Workshop Item.

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DOI: 10.1007/978-3-642-04146-4_62

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 "distinctiveness" 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 (Poster)
ID Code:7226
Status:Published
Uncontrolled Keywords:Facial aging, short-time effects, face structure and texture, changes
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 > Architettura e pianificazione
Publisher:Springer
ISBN:978-3-642-04145-7
Deposited On:16 Mar 2012 11:17

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