DocumentCode
3486432
Title
How would you look as you age ?
Author
Ramanathan, Narayanan ; Chellappa, Rama
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
53
Lastpage
56
Abstract
Facial appearances change with increase in age. While generic growth patterns that are characteristic of different age groups can be identified, facial growth is also observed to be influenced by individual-specific attributes such as one´s gender, ethnicity, life-style etc. In this paper, we propose a facial growth model that comprises of transformation models for facial shape and texture. We collected empirical data pertaining to facial growth from a database of age-separated face images of adults and used the same in developing the aforementioned transformation models. The proposed model finds applications in predicting one´s appearance across ages and in performing face verification across ages.
Keywords
face recognition; image texture; age-separated face image database; face verification; facial appearances; facial growth model; facial shape transformation models; facial texture transformation model; Aging; Authentication; Computational modeling; Face detection; Face recognition; Image databases; Lighting; Predictive models; Research initiatives; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5413998
Filename
5413998
Link To Document