Presentation 2002/2/28
Making of Wrinkles using Texture-Blending and A Construction of Emotion Space by Basic Expression
Hiroaki YANAGISAWA, Mitsunori TAKAHASHI, Shigeo MOROSHIMA,
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Abstract(in English) In this paper, we propose a method that a specific face image is generatedby blending of 3D geometries and textures of 11 basic face expressionmodels captured by range sensor and digital camera. In this system, it is possible to make wrinkles and a delicate facial expression can be generated by defining the blending weight of each expression. An emotion space is constructed by giving blending weights to both input and output layers of 5 layer neural network to learn an identity mapping and picking up a middle layer output as a 3D coordinate. By this emotion space, very real and delicate facial animation can be generated easily by manipulation of the point in 3D space and treating last 3 layers as image synthesis system.
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Keyword(in English) Texture Blending / Emotion Space / Neural Network / Expression Synthesis
Paper # HCS2001-49
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Committee HCS
Conference Date 2002/2/28(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) Making of Wrinkles using Texture-Blending and A Construction of Emotion Space by Basic Expression
Sub Title (in English)
Keyword(1) Texture Blending
Keyword(2) Emotion Space
Keyword(3) Neural Network
Keyword(4) Expression Synthesis
1st Author's Name Hiroaki YANAGISAWA
1st Author's Affiliation Faculty of Engineering, Seikei University()
2nd Author's Name Mitsunori TAKAHASHI
2nd Author's Affiliation Faculty of Engineering, Seikei University
3rd Author's Name Shigeo MOROSHIMA
3rd Author's Affiliation Faculty of Engineering, Seikei University
Date 2002/2/28
Paper # HCS2001-49
Volume (vol) vol.101
Number (no) 693
Page pp.pp.-
#Pages 8
Date of Issue