中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Could Micro-Expressions be Quantified? Electromyography Gives Affirmative Evidence

文献类型:期刊论文

作者Jingting Li2,3; Shaoyuan Lu2,3; Yan Wang2,3; Zizhao Dong2,3; Su-Jing Wang2,3; Xiaolan Fu1,2
刊名arXiv
出版日期2024
页码17
通讯作者邮箱wangsujing@psych.ac.cn (su-jing wang)
关键词Electromyography (EMG) Micro-expression Characteristics Low Intensity Short Duration Spontaneity
DOI10.48550/arXiv.2409.00017
文献子类实证研究
英文摘要

Micro-expressions (MEs) are brief, subtle facial expressions that reveal concealed emotions, offering key behavioral cues for social interaction. Characterized by short duration, low intensity, and spontaneity, MEs have been mostly studied through subjective coding, lacking objective, quantitative indicators. This paper explores ME characteristics using facial electromyography (EMG), analyzing data from 147 macro-expressions (MaEs) and 233 MEs collected from 35 participants. First, regarding external characteristics, we demonstrate that MEs are short in duration and low in intensity. Precisely, we proposed an EMG-based indicator, the percentage of maximum voluntary contraction (MVC%), to measure ME intensity. Moreover, we provided precise interval estimations of ME intensity and duration, with MVC% ranging from 7% to 9.2% and the duration ranging from 307 ms to 327 ms. This research facilitates fine-grained ME quantification. Second, regarding the internal characteristics, we confirm that MEs are less controllable and consciously recognized compared to MaEs, as shown by participants’ responses and self-reports. This study provides a theoretical basis for research on ME mechanisms and real-life applications. Third, building on our previous work, we present CASMEMG, the first public ME database including EMG signals, providing a robust foundation for studying micro-expression mechanisms and movement dynamics through physiological signals.

收录类别EI
语种英语
源URL[http://ir.psych.ac.cn/handle/311026/48785]  
专题心理研究所_中国科学院行为科学重点实验室
作者单位1.The State Key Laboratory of Brain and Cognitive Science, Institute of Psychology, Chinese Academy of Sciences, Beijing; 100101, China
2.The Department of Psychology, University of the Chinese Academy of Sciences, Beijing; 100049, China
3.The Key Laboratory of Behavior Sciences, Institute of Psychology, Chinese Academy of Sciences, Beijing; 100101, China
推荐引用方式
GB/T 7714
Jingting Li,Shaoyuan Lu,Yan Wang,et al. Could Micro-Expressions be Quantified? Electromyography Gives Affirmative Evidence[J]. arXiv,2024:17.
APA Jingting Li,Shaoyuan Lu,Yan Wang,Zizhao Dong,Su-Jing Wang,&Xiaolan Fu.(2024).Could Micro-Expressions be Quantified? Electromyography Gives Affirmative Evidence.arXiv,17.
MLA Jingting Li,et al."Could Micro-Expressions be Quantified? Electromyography Gives Affirmative Evidence".arXiv (2024):17.

入库方式: OAI收割

来源:心理研究所

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