Three-Dimensional Dynamic Analysis of the Reproducibility of Verbal and Nonverbal Facial Expressions.

Tiancheng Qiu, Zulin Xue, Ling Wu, Rong Yang, Xiaojing Liu, Xing Wang, Zili Li
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引用次数: 1

Abstract

Objective: The aim of this study is to compare the short- and long-term reproducibility of verbal and nonverbal facial expressions of normal people using dynamic 3-dimensional (3-D) imaging.

Design: Prospective, cross-sectional, controlled study.

Setting: Peking University School and Hospital of Stomatology, Beijing, China.

Patients and participants: Twenty-seven participants, 12 males and 15 females, were recruited for this study.

Methods: A 3-D dynamic system was applied to capture the process of 4 nonverbal facial expressions (smile lips closed, smile lips open, lip purse, cheek puff) and 2 verbal facial expressions (/i:/, /u:/) at an initial time point, 15 minutes later, and 1 week later. Key frames were selected from each expression recording sequence.

Main outcome measures: The root mean square (RMS) between each key frame and its corresponding frame at rest was calculated. ΔRMS reflected the difference of the same key frames between the different sessions of the same expression of the same participant. The reproducibility of different facial expressions at different time intervals were analyzed.

Results: There was no significant difference in verbal and nonverbal expression repeatability during a 15-minute interval, except for cheek puff motion. Following a 1-week interval, verbal expression repeatability was superior to that of nonverbal expressions (P < .01). Compared with nonverbal expressions, the repeatability of verbal expressions did not obviously decrease with the increase in recording interval.

Conclusions: Dynamic 3-D imaging is a useful technique for facial expression analysis. Verbal expressions showed greater reproducibility than nonverbal expressions.

语言和非语言面部表情再现性的三维动态分析。
目的:本研究的目的是利用动态三维成像技术比较正常人的语言和非语言面部表情的短期和长期可重复性。设计:前瞻性、横断面、对照研究。单位:北京大学附属口腔医院,北京。患者和参与者:本研究招募了27名参与者,12名男性和15名女性。方法:采用三维动态系统捕捉受试者在初始时间点、15分钟后和1周后的4种非语言面部表情(笑唇闭合、笑唇张开、抿嘴、扑腮)和2种语言面部表情(/i:/、/u:/)的变化过程。从每个表情记录序列中选取关键帧。主要观察指标:计算每个关键帧与其对应的静止帧之间的均方根(RMS)。ΔRMS反映了同一参与者的相同表情在不同会议之间的相同关键帧的差异。分析了不同面部表情在不同时间间隔的再现性。结果:在15分钟的时间间隔内,语言和非语言表达的重复性无显著差异,但脸颊撅起动作除外。间隔1周后,言语表达的重复性优于非言语表达(P < 0.01)。与非语言表达相比,语言表达的可重复性不随记录间隔的增加而明显降低。结论:动态三维成像是一种有效的面部表情分析技术。语言表达比非语言表达具有更强的再现性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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