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FACSGen: a tool to synthesize emotional facial expressions through systematic manipulation of facial action units

机译:FACSGen:一种通过对面部动作单元进行系统操纵来合成情感面部表情的工具

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摘要

To investigate the perception of emotional facial expressions, researchers rely on shared sets of photos or videos, most often generated by actor portrayals. The drawback of such standardized material is a lack of flexibility and controllability, as it does not allow the systematic parametric manipulation of specific features of facial expressions on the one hand, and of more general properties of the facial identity (age, ethnicity, gender) on the other. To remedy this problem, we developed FACSGen: a novel tool that allows the creation of realistic synthetic 3D facial stimuli, both static and dynamic, based on the Facial Action Coding System. FACSGen provides researchers with total control over facial action units, and corresponding informational cues in 3D synthetic faces. We present four studies validating both the software and the general methodology of systematically generating controlled facial expression patterns for stimulus presentation.
机译:为了调查对情感面部表情的感知,研究人员依赖于共享的照片或视频集,这些照片或视频集通常是由演员刻画产生的。这种标准化材料的缺点是缺乏灵活性和可控制性,因为一方面它不允许对面部表情的特定特征进行系统的参数化操作,而对面部识别的更一般属性(年龄,种族,性别)则缺乏系统性在另一。为了解决这个问题,我们开发了FACSGen:一种新颖的工具,可以基于面部动作编码系统创建静态和动态的逼真的合成3D面部刺激。 FACSGen为研究人员提供了对面部动作单元以及3D合成面孔中相应信息提示的完全控制。我们目前进行的四项研究验证了软件和系统地生成刺激性表情的受控面部表情模式的一般方法。

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