DocumentCode
607877
Title
Age estimation using facial expression dynamics
Author
Dibeklioglu, Hamdi ; Salah, Albert Ali ; Gevers, Theo
Author_Institution
Inf. Inst., Univ. of Amsterdam, Amsterdam, Netherlands
fYear
2013
fDate
24-26 April 2013
Firstpage
1
Lastpage
4
Abstract
Age estimation from face images traditionally focuses on appearance features. In this paper, we evaluate a number of recently proposed spatio-temporal features for the problem of age estimation from face videos. It is shown that temporal features based on movement dynamics of facial landmarks during a smile expression can improve age estimation over using only appearance-based features.
Keywords
face recognition; age estimation; appearance-based feature; facial expression dynamics; facial landmark; movement dynamics; smile expression; spatio-temporal feature; Aging; Electronic mail; Estimation; Face; Informatics; Multimedia communication; Support vector machines; Age estimation; facial expression analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2013 21st
Conference_Location
Haspolat
Print_ISBN
978-1-4673-5562-9
Electronic_ISBN
978-1-4673-5561-2
Type
conf
DOI
10.1109/SIU.2013.6531538
Filename
6531538
Link To Document