Presentation 2003/10/31
Modeling of Human Skin Color Space with Counter Propagation Network
Hirokazu MADOKORO, Kazuhito SATO, Masaki ISHII,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) In this paper, we proposed the human skin color modeling and extraction method using Counter Propagation Network(CPN). This method used category maps of CPN as learning data of Back Propagation Network(BPN). And, the learning data were able to compress or expand maintaining the phase of space. We introduced the likelihood for reconstruction of the skin model and relearning of BPN. The experimental results show the propsed method is better than previous method in general scene on the complicated back ground.
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Keyword(in English) counter propagation / back propagation / category map / skin model / generalization
Paper # HCS2003-28
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Committee HCS
Conference Date 2003/10/31(1days)
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Registration To Human Communication Science (HCS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Modeling of Human Skin Color Space with Counter Propagation Network
Sub Title (in English)
Keyword(1) counter propagation
Keyword(2) back propagation
Keyword(3) category map
Keyword(4) skin model
Keyword(5) generalization
1st Author's Name Hirokazu MADOKORO
1st Author's Affiliation Akita Prefecture Industrial Technology Center()
2nd Author's Name Kazuhito SATO
2nd Author's Affiliation Akita Prefecture Industrial Technology Center
3rd Author's Name Masaki ISHII
3rd Author's Affiliation Akita Prefecture Industrial Technology Center
Date 2003/10/31
Paper # HCS2003-28
Volume (vol) vol.103
Number (no) 410
Page pp.pp.-
#Pages 6
Date of Issue