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口罩覆盖对台湾男性和女性面部识别的影响。

Effect of mask coverage on face identification in Taiwanese men and women.

作者信息

Chen Yi-Lang, Wu Cheng-Yu, Li Shih-Cheng, Yu Tai-Min, Yu Shu-Ping

机构信息

Department of Industrial Engineering and Management, Ming Chi University of Technology, New Taipei, Taiwan.

出版信息

Front Psychol. 2023 Jan 17;14:1082376. doi: 10.3389/fpsyg.2023.1082376. eCollection 2023.

Abstract

Mask wearing is the easiest and most effective way to avoid COVID-19 infection; however, it affects interpersonal activities, especially face identification. This study examined the effects of three mask coverage levels (full coverage, FC; coverage up to the middle [MB] or bottom of the nose bridge [BB]) on face identification accuracy and time. A total of 115 university students (60 men and 55 women) were recruited to conduct a computer-based simulation test consisting of 30 questions (10 questions [five face images each of men and women] for the three mask coverage levels). One unmasked target face and four face images with a specified mask coverage level were designed for each question, and the participants were requested to select the same face from the four covered face images on the basis of the target face. The ANOVA results indicated that identification accuracy was significantly affected by sex ( < 0.01) and the mask coverage level ( < 0.001), whereas identification time was only influenced by sex ( < 0.05). The multiple comparison results indicated that the identification accuracy rate for faces wearing a mask with FC (90.3%) was significantly lower than for those wearing masks with coverage up to the MB (93.7%) and BB (94.9%) positions; however, no difference in identification accuracy rate was observed between the MB and BB levels. Women exhibited a higher identification accuracy rate than men (94.1% vs. 91.9%) in identifying unfamiliar faces, even though they may spend less time identifying the images. A smaller mask coverage level (i.e., the BB level) does not facilitate face identification. The findings can be served as a reference for people to trade-off between wearing a mask and interpersonal interaction in their daily activities.

摘要

佩戴口罩是避免感染新冠病毒最简便且最有效的方法;然而,它会影响人际活动,尤其是面部识别。本研究考察了三种口罩覆盖水平(全脸覆盖,FC;覆盖至鼻梁中部[MB]或底部[BB])对人脸识别准确率和时间的影响。共招募了115名大学生(60名男性和55名女性)进行基于计算机的模拟测试,该测试由30道题组成(针对三种口罩覆盖水平各有10道题[男性和女性的面部图像各5张])。为每道题设计了一张未戴口罩的目标脸和四张具有特定口罩覆盖水平的面部图像,要求参与者根据目标脸从四张戴口罩的面部图像中选出相同的脸。方差分析结果表明,识别准确率受性别(<0.01)和口罩覆盖水平(<0.001)的显著影响,而识别时间仅受性别影响(<0.05)。多重比较结果表明,佩戴FC口罩的面部识别准确率(90.3%)显著低于佩戴覆盖至MB位置(93.7%)和BB位置(94.9%)口罩的面部;然而,MB和BB水平之间的识别准确率没有差异。在识别不熟悉的面孔时,女性的识别准确率高于男性(94.1%对91.9%),尽管她们识别图像花费的时间可能较少。较小的口罩覆盖水平(即BB水平)不利于面部识别。这些研究结果可为人们在日常活动中权衡佩戴口罩与人际互动提供参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7cd4/9886878/f088acdb141d/fpsyg-14-1082376-g001.jpg

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