DocumentCode
3186501
Title
Face recognition with consideration of aging
Author
Zhang, Haihong ; Lao, Shihong ; Kurata, Tsuyoshi
Author_Institution
Social Syst. Solutions Bus. Co., OMRON Corp., Kusatsu, Japan
fYear
2011
fDate
21-25 March 2011
Firstpage
343
Lastpage
343
Abstract
It is still a challenging work for face recognition to deal with changes due to long term aging. Other than the complicated method using aging models to compensate the aging effect on face recognition, we use the age estimation result as a clue for the database retrieval. The age difference of input image and registered database image is estimated, and then it is used to limit the range of database retrieval and weight the recognition score for sorting. We show that the age estimation results can be used to improve the face recognition accuracy when long term aging effects are necessary to be considered.
Keywords
face recognition; image retrieval; sorting; visual databases; age estimation; database retrieval; face recognition; registered image database; Accuracy; Aging; Databases; Estimation; Face; Face recognition; Security;
fLanguage
English
Publisher
ieee
Conference_Titel
Automatic Face & Gesture Recognition and Workshops (FG 2011), 2011 IEEE International Conference on
Conference_Location
Santa Barbara, CA
Print_ISBN
978-1-4244-9140-7
Type
conf
DOI
10.1109/FG.2011.5771421
Filename
5771421
Link To Document