A gender and age estimation system from face images

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...

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Hauptverfasser: Iga, R., Izumi, K., Hayashi, H., Fukano, G., Ohtani, T.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Brightness
Color
Computer vision
Data mining
Face detection
Skin
Support vector machine classification
Support vector machines
Testing
Voting
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creator Iga, R.
Izumi, K.
Hayashi, H.
Fukano, G.
Ohtani, T.
description 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.
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ispartof SICE 2003 Annual Conference (IEEE Cat. No.03TH8734), 2003, Vol.1, p.756-761 Vol.1
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Brightness
Color
Computer vision
Data mining
Face detection
Skin
Support vector machine classification
Support vector machines
Testing
Voting
title A gender and age estimation system from face images
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