遮挡下面部特征会降低静态面部和全身动态表情的情绪识别准确性。

IF 2.6 3区 心理学 Q2 PSYCHOLOGY, EXPERIMENTAL
Ryan Lundell-Creagh, Maria Monroy, Joseph Ocampo, Dacher Keltner
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引用次数: 0

摘要

在COVID期间,世界上许多人都戴着口罩遮住下脸,以防止疾病传播。这些面具掩盖了下面部特征,但这些下面部特征对识别面部表情的情感有多重要呢?除了Ekman 6情绪之外,在研究1 (N = 372)中,我们使用多层逻辑回归来检验人工渲染的面具如何影响面部肌肉结构静态照片对许多常见的积极和消极情绪的情绪识别。平均而言,口罩对负面情绪的识别准确率降低了17%,对积极情绪的识别准确率降低了23%。在研究2 (N = 338)中,我们询问这些结果是否可以推广到伴随声音表达的多模态全身情绪表达。参与者观看了一组先前验证过的视频,其中鼻子以下的面部特征被模糊化了。在这里,虽然情绪识别的下降明显不那么明显,突出了多模态信息的力量,但我们确实看到某些特定情绪和总体积极情绪的显著下降。结果在妥协的情绪识别的社会和情感后果的背景下进行了讨论,以及伴随某些情绪的独特面部特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blocking lower facial features reduces emotion identification accuracy in static faces and full body dynamic expressions.

During COVID, much of the world wore masks covering their lower faces to prevent the spread of disease. These masks cover lower facial features, but how vital are these lower facial features to the recognition of facial expressions of emotion? Going beyond the Ekman 6 emotions, in Study 1 (N = 372), we used a multilevel logistic regression to examine how artificially rendered masks influence emotion recognition from static photos of facial muscle configurations for many commonly experienced positive and negative emotions. On average, masks reduced emotion recognition accuracy by 17% percent for negative emotions and 23% for positive emotions. In Study 2 (N = 338), we asked whether these results generalised to multimodal full-body expressions of emotions, accompanied by vocal expressions. Participants viewed videos from a previously validated set, where the lower facial features were blurred from the nose down. Here, though the decreases in emotion recognition were noticeably less pronounced, highlighting the power of multimodal information, we did see important decreases for certain specific emotions and for positive emotions overall. Results are discussed in the context of the social and emotional consequences of compromised emotion recognition, as well as the unique facial features which accompany certain emotions.

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来源期刊
Cognition & Emotion
Cognition & Emotion PSYCHOLOGY, EXPERIMENTAL-
CiteScore
4.90
自引率
7.70%
发文量
90
期刊介绍: Cognition & Emotion is devoted to the study of emotion, especially to those aspects of emotion related to cognitive processes. The journal aims to bring together work on emotion undertaken by researchers in cognitive, social, clinical, and developmental psychology, neuropsychology, and cognitive science. Examples of topics appropriate for the journal include the role of cognitive processes in emotion elicitation, regulation, and expression; the impact of emotion on attention, memory, learning, motivation, judgements, and decisions.
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