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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Conference Information | |
Committee | IE |
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Conference Date | 2009/1/5(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Image Engineering (IE) |
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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 |