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Accession number;05A0212962
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| Title;Morphable Model of Composite 3-D Faces that Transforms Gender Impression |
| Author;
OHZU M
(Hosei Univ.)
YANO D
(Hosei Univ.)
KOBAYASI T
(Hosei Univ.)
OKADA Y
(Hosei Univ., Tokyo, Jpn)
AKAMATSU S
(Hosei Univ.)
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Journal Title;IEIC Technical Report (Institute of Electronics, Information and Communication Engineers)
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Journal Code:S0532B
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ISSN:0913-5685
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VOL.104;NO.544(IE2004 124-144);PAGE.73-78(2005)
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| Figure&Table&Reference;FIG.7, REF.11 |
| Pub. Country;Japan |
| Language;English |
| Abstract;This paper describes an attempt to transform 3-D model a person's face to give a more favorable impression. Faces are first represented as high-dimensional vectors by separating the shape and surface texture information from the 3-D data obtained by a range finder, and their variations among a set of faces are coded by applying principal component analysis. The relationship between the coded representation and its categorization between two opposing classes in a given impression dimension is analyzed to obtain an impression transfer vector by applying the Fisher's linear discriminant analysis. A manipulation of the 3-D face model for transforming impressions is proposed using the impression transfer vector. Experimental results for transforming impressions of the gender showed effectiveness of proposed method. (author abst.) |
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