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自闭症患者的面部情绪模仿和识别:计算机视觉方法。

Imitation and recognition of facial emotions in autism: a computer vision approach.

机构信息

Department of Psychology, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099, Berlin, Germany.

Clinical Psychology of Social Interaction, Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099, Berlin, Germany.

出版信息

Mol Autism. 2021 Apr 6;12(1):27. doi: 10.1186/s13229-021-00430-0.

Abstract

BACKGROUND

Imitation of facial expressions plays an important role in social functioning. However, little is known about the quality of facial imitation in individuals with autism and its relationship with defining difficulties in emotion recognition.

METHODS

We investigated imitation and recognition of facial expressions in 37 individuals with autism spectrum conditions and 43 neurotypical controls. Using a novel computer-based face analysis, we measured instructed imitation of facial emotional expressions and related it to emotion recognition abilities.

RESULTS

Individuals with autism imitated facial expressions if instructed to do so, but their imitation was both slower and less precise than that of neurotypical individuals. In both groups, a more precise imitation scaled positively with participants' accuracy of emotion recognition.

LIMITATIONS

Given the study's focus on adults with autism without intellectual impairment, it is unclear whether the results generalize to children with autism or individuals with intellectual disability. Further, the new automated facial analysis, despite being less intrusive than electromyography, might be less sensitive.

CONCLUSIONS

Group differences in emotion recognition, imitation and their interrelationships highlight potential for treatment of social interaction problems in individuals with autism.

摘要

背景

模仿面部表情在社交功能中起着重要作用。然而,目前对于自闭症患者面部模仿的质量及其与情绪识别定义困难的关系知之甚少。

方法

我们调查了 37 名自闭症谱系障碍患者和 43 名神经典型对照组的面部表情模仿和识别。我们使用一种新的基于计算机的面部分析方法,测量了对面部表情的指令性模仿,并将其与情绪识别能力相关联。

结果

如果指令模仿,自闭症患者可以模仿面部表情,但他们的模仿速度和准确性都不如神经典型个体。在这两个群体中,更精确的模仿与参与者情绪识别的准确性呈正相关。

局限性

鉴于该研究的重点是没有智力障碍的自闭症成人,因此尚不清楚结果是否适用于自闭症儿童或智力残疾个体。此外,尽管新的自动化面部分析比肌电图的侵入性更小,但它可能不够敏感。

结论

情绪识别、模仿及其相互关系方面的群体差异突出了自闭症患者社交互动问题治疗的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab0a/8025560/d185108f1a74/13229_2021_430_Fig2_HTML.jpg

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