Expressive Virtual Human: Impact of expressive wrinkles and pupillary size on emotion recognition

Anne-Sophie Milcent, Erik Geslin, Abdelmajid Kadri, S. Richir
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引用次数: 10

Abstract

Improving the expressiveness of virtual humans is essential for qualitative interactions and development of an emotional bond. It is certainly indicated for all applications using the user's cognitive processes, such as applications dedicated to training or health. Our study aims to contribute to the design of an expressive virtual human, by identifying and adapting visual factors promoting transcription of emotions. In this paper, we investigate the effect of expressive wrinkles and variation of pupil size. We propose to compare the recognition of basic emotions on a real human and on an expressive virtual human. The virtual human was subject to two different factors: expressive wrinkles and/or pupil size. Our results indicate that emotion recognition rates on the virtual agent are high. Moreover, expressive wrinkles affect emotion recognition. The effect of pupillary size is less significant. However, both are recommended to design an expressive virtual human.
表情虚拟人:表情皱纹和瞳孔大小对情绪识别的影响
提高虚拟人的表现力对于定性互动和情感纽带的发展至关重要。当然,对于使用用户认知过程的所有应用程序,例如专门用于训练或健康的应用程序,都指出了这一点。我们的研究旨在通过识别和适应促进情绪转录的视觉因素,为设计具有表现力的虚拟人做出贡献。在本文中,我们研究了表情皱纹和瞳孔大小变化的影响。我们建议比较真实人类和具有表达能力的虚拟人类对基本情绪的识别。虚拟人受到两个不同因素的影响:表情皱纹和/或瞳孔大小。我们的研究结果表明,虚拟代理的情绪识别率很高。此外,表情皱纹影响情绪识别。瞳孔大小的影响不太显著。但是,建议使用这两种方法来设计具有表现力的虚拟人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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