A gender and age estimation system from face images

We developed extraction functions of a face candidate region with color information and parts of its face and combined them with the gender and age estimation algorithm we had already developed so that the algorithm can be applied to real time captured face images. The experimental results have show...

Full description

Saved in:
Bibliographic Details
Published inSICE 2003 Annual Conference (IEEE Cat. No.03TH8734) Vol. 1; pp. 756 - 761 Vol.1
Main Authors Iga, R., Izumi, K., Hayashi, H., Fukano, G., Ohtani, T.
Format Conference Proceeding
LanguageEnglish
Published IEEE 2003
Subjects
Brightness
Color
Computer vision
Data mining
Face detection
Skin
Support vector machine classification
Support vector machines
Testing
Voting
Online AccessGet full text

Cover

More Information
Summary:We developed extraction functions of a face candidate region with color information and parts of its face and combined them with the gender and age estimation algorithm we had already developed so that the algorithm can be applied to real time captured face images. The experimental results have shown hitting ratios of 93.1% and 58.4% for gender and age respectively.
ISBN:0780383524
9780780383524