Presentation 2009/1/5
A FACE IMAGE GENERATION SYSTEM FOR TRANSFORMING THREE DIMENSIONS OF HIGHER-ORDER IMPRESSION(International Workshop on Advanced Image Technology 2009)
Hanae Ishi, Yuiko Sakuta, Shigeru Akamatsu, Jiro Gyoba,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) The present paper describes the application of an improved impression transfer vector method (Sakurai et al., 2007) to transform the three basic dimensions (Evaluation, Activity, and Potency) of higher-order impression. First, a set of shapes and surface textures of faces was represented by multi-dimensional vectors. Second, the variation among faces was coded in reduced parameters derived by applying principal component analysis. Third, a facial attribute along a given impression dimension was analyzed to select discriminative parameters from among principal components with higher sensitivity to impressions, and obtain an impression transfer vector. Finally, the parametric coordinates were changed by adding or subtracting the impression transfer vector and the image was manipulated so that its facial appearance clearly exhibits the transformed impression. A psychological rating experiment confirmed that the impression transfer vector modulated three dimensions of higher-order impression. We discussed the versatility of the impression transfer vector method.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) face / impression transformation / semantic differential method / higher-order impression
Paper # IE2008-162
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Committee IE
Conference Date 2009/1/5(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A FACE IMAGE GENERATION SYSTEM FOR TRANSFORMING THREE DIMENSIONS OF HIGHER-ORDER IMPRESSION(International Workshop on Advanced Image Technology 2009)
Sub Title (in English)
Keyword(1) face
Keyword(2) impression transformation
Keyword(3) semantic differential method
Keyword(4) higher-order impression
1st Author's Name Hanae Ishi
1st Author's Affiliation Dept. of Design and Computer Applications Miyagi National College of Technology()
2nd Author's Name Yuiko Sakuta
2nd Author's Affiliation Waseda University
3rd Author's Name Shigeru Akamatsu
3rd Author's Affiliation Hosei University
4th Author's Name Jiro Gyoba
4th Author's Affiliation Tohoku University
Date 2009/1/5
Paper # IE2008-162
Volume (vol) vol.108
Number (no) 373
Page pp.pp.-
#Pages 6
Date of Issue