通过主观评分和行动单元分析,低于值的抑郁症与面部表情和印象形成的改变有关
Eriko Sugimori1, Mayu Yamaguchi2
1Faculty of Human Sciences, School of Human Sciences, Waseda University, Mikeshima 2-chome 579-15, Tokorozawa, 359-1164, Saitama, Japan. sugimori@waseda.jp.
Scientific reports
|August 21, 2025
概括
低值抑郁症 (StD) 与面部表情的减少有关,特别是在眼睛和口腔运动方面. 然而,性病并没有显著改变观察者对个人的第一印象.
科学领域:
- 心理学
- 神经科学
- 计算机科学
背景情况:
- 抑郁症与面部表情和情感识别能力的改变有关.
- 潜在的前性阶段,需要对类似的面部变化进行调查.
研究的目的:
- 调查下值抑郁症是否影响面部表情和观察者的印象.
- 识别与性病相关的特定面部运动模式.
主要方法:
- 录制了10秒的日本大学生自我介绍视频.
- 收集主观印象评分并进行贝克抑郁症清单II (BDI-II).
- 使用自动化面部分析 (OpenFace 2.0) 来量化面部动作 (AU).
主要成果:
- 与健康对照组 (BDI-II 1-10) 相比,患有STD的患者表现得明显较低 (表现出色,自然,友好,可喜).
- 自动化分析显示,性病患者的眉毛抬起和口腔运动增加了特定行动单位 (AU) 的存在/强度.
- 在控制错误发现率后,五个AU与BDI-II得分有显著的相关性.
结论:
- 这种抑郁症的特点是表情不佳,眼睛和嘴巴的动作模式明显.
- 在性病中这些面部特征似乎没有影响观察者的初步判断.
- 已识别的AU模式可能有助于早期发现临床抑郁风险的个体.
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