Could Micro-Expressions be Quantified? Electromyography Gives Affirmative Evidence
文献类型:期刊论文
作者 | Jingting Li2,3![]() ![]() ![]() ![]() |
刊名 | arXiv
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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 |
DOI | 10.48550/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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