A computer based system to design expressive avatars

被引:6
作者
Antonio Diego-Mas, Jose [1 ]
Alcaide-Marzal, Jorge [1 ]
机构
[1] Univ Politecn Valencia, LabHuman, Human Oriented Technol Res Inst, E-46022 Valencia, Spain
关键词
Avatars; Emotions; Design; Neural networks; Genetic algorithms; VIRTUAL WORLDS; PRODUCT FORM; NEURAL-NETWORK; REPRESENTATION; EMOTIONS; ONLINE;
D O I
10.1016/j.chb.2014.11.027
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Avatars are used in different contexts and situations: e-commerce, e-therapy, virtual worlds, videogames, collaborative online design... In this context, a good design of an avatar may improve the user experience. The ability of controlling the way an avatar convey messages and emotions is capital. In this work, a procedure to design avatar faces capable of conveying to the observer the most suitable sensations according to a given context is developed. The proposed system is based on a combination of genetic algorithms and artificial neural networks whose training is based on perceptual human responses to a set of faces. (C) 2014 Elsevier Ltd. All rights reserved.
引用
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页码:1 / 11
页数:11
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