使用可穿戴设备捕获远端肌电图信号分析社交微笑分享

A. Gruebler, Kenji Suzuki
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引用次数: 2

摘要

在这项工作中,我们提出了一种新的方法来分析人类在社交场合的面部表情。我们可以使用一种无线可穿戴设备同时记录多个受试者的微笑表情,该设备可以记录生理信号,并允许受试者完全自由地移动,包括头部位置和周围环境。我们分析了两种情况下面部表情的相关性,一种是两个成年人之间的对话,另一种是两个孩子在玩耍。这项工作展示了一种有效的、自动的方法来定量地、连续地分析面部表情,而不限制受试者。可能的应用包括对人类的心理分析、改善客户服务、表情训练和社会互动分析,以及创建一个互动基线,未来可用于微调人类与人工代理(如社交化身和机器人)的互动。
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Analysis of Social Smile Sharing Using a Wearable Device that Captures Distal Electromyographic Signals
In this work we present a new way to analyze human facial expressions in social situations. We are able to record the smiling expressions of multiple subjects simultaneously using a wireless wearable device that records physiological signals and allows the subjects complete freedom of movement, both of head position and in their environment. We analize the correlation of facial expressions in two situations, in a conversation between two adults and between two children playing. This work shows an effective and automatic way to analize facial expressions quantitatively and continuously, without constraining the subjects. Possible applications lie in psychological analysis of humans, improvement of customer service, expression training and analysis of social interaction as well as to create a baseline of interaction that can be used in the future to fine-tune human interaction with artificial agents such as social avatars and robots.
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