表情和实时面部动作捕捉的社会互动的感性评价

Erik Pettersson, V. Sundstedt
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引用次数: 2

摘要

玩家之间的社交互动是网络游戏的一个重要特征,文本和语音聊天是一种标准的交流方式。为了表达情感,玩家可以输入emote,即基于文本的命令来播放玩家角色的动画。本文提出了一种感知评估,该评估调查了与输入基于表情的文本命令相比,用面部实时表达情感是否被认为更现实和更受欢迎。我们对24名参与者进行了一项用户研究,对上述两种表达情绪的方法进行了评估。在这两种方法中,参与者对面部表情的真实性进行了排名,这是基于美国心理学家保罗·埃克曼(Paul Ekman)提出的七种普遍情绪理论:快乐、愤怒、恐惧、悲伤、厌恶、惊讶和轻蔑。参与者还对他们执行两种方法的感知效率进行了排名,并选择了他们喜欢的方法。在分析排名面部表情真实感的结果时,发现了显著的差异。在这两种方法中,快乐被认为是最真实的,而厌恶和悲伤被认为是不真实的。感性评价的一个结论是,方法之间的现实主义和偏好没有显着差异。然而,参与者在用表情打字方面表现更好。实时面部捕捉技术也需要改进,以便更好地识别和跟踪人脸的面部特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A perceptual evaluation of social interaction with emotes and real-time facial motion capture
Social interaction between players is an important feature in online games, where text- and voice chat is a standard way to communicate. To express emotions players can type emotes which are text-based commands to play animations from the player avatar. This paper presents a perceptual evaluation which investigates if instead expressing emotions with the face, in real-time with a web camera, is perceived more realistic and preferred in comparison to typing emote-based text commands. A user study with 24 participants was conducted where the two methods to express emotions described above were evaluated. For both methods the participants ranked the realism of facial expressions, which were based on the theory of seven universal emotions stated by American psychologist Paul Ekman: happiness, anger, fear, sadness, disgust, surprise and contempt. The participants also ranked their perceived efficiency of performing the two methods and selected the method they preferred. A significant difference was shown when analyzing the results of ranked facial expression realism. Happiness was perceived as the most realistic in both methods, while disgust and sadness were poorly rated when performed with the face. One conclusion of the perceptual evaluation was that the realism and preference between the methods showed no significant differences. However, participants had higher performance in typing with emotes. Real-time facial capture technology also needs improvements to obtain better recognition and tracking of facial features in the human face.
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