Challenges of face identification with varied mask coverage in the post COVID-19 era.

IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Frontiers in Psychology Pub Date : 2025-02-27 eCollection Date: 2025-01-01 DOI:10.3389/fpsyg.2025.1486808
Yi-Lang Chen, Shu-Yu Wang
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Abstract

Introduction: Recent studies have shown that wearing masks can influence face recognition abilities. During the COVID-19 pandemic, people became increasingly familiar with seeing masked faces, leading to a reduced familiarity with fully uncovered faces. With Taiwan now transitioning to a post-COVID-19 phase and the removal of mask mandates, this study investigates how varying levels of mask coverage affect face identification accuracy and response times.

Methods: We examined three levels of mask coverage-full coverage (FC), coverage up to the middle of the nose bridge (MB), and coverage up to the bottom of the nose bridge (BB)-to determine their effects on identification performance. A computer-based simulation was conducted with 100 university students (50 men and 50 women), where participants completed 30 trials (5 trials for each mask coverage level across two target sexes). Each trial presented a masked target face corresponding to one of the three coverage levels, alongside four full-face images. Participants were instructed to choose the image that best matched the masked target face, with an option to select "None" if no match was found.

Results: The findings indicate that faces with FC were identified both faster and more accurately, while those with MB coverage were the most challenging and time-consuming to recognize, particularly for female targets. The performance with BB coverage was intermediate between the other two levels.

Conclusion: This study highlights a notable shift in face identification processes in the aftermath of the pandemic, with FC now leading to quicker and more accurate recognitions, suggesting a significant adaptability in human perceptual mechanisms. These results emphasize the importance of further research into face recognition as we continue to adapt to the pandemic's lasting effects on social interactions and identity verification.

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后COVID-19时代不同口罩覆盖率下的人脸识别挑战
最近的研究表明,戴口罩会影响人脸识别能力。在2019冠状病毒病大流行期间,人们越来越熟悉看到戴口罩的面孔,导致对完全不戴口罩的面孔的熟悉程度降低。随着台湾进入后covid -19阶段和口罩要求的取消,本研究调查了不同程度的口罩覆盖率如何影响人脸识别的准确性和响应时间。方法:我们检查了三个级别的口罩覆盖率——全覆盖(FC)、覆盖到鼻梁中部(MB)和覆盖到鼻梁底部(BB)——以确定它们对识别性能的影响。对100名大学生(50名男性和50名女性)进行了基于计算机的模拟,参与者完成了30项试验(针对两种目标性别的每种口罩覆盖水平进行了5项试验)。每次试验都呈现一个被蒙面的目标脸,对应于三个覆盖水平中的一个,以及四张全脸图像。参与者被要求选择与被蒙面的目标面部最匹配的图像,如果没有找到匹配的图像,可以选择“无”。结果:研究结果表明,具有FC覆盖的人脸识别速度更快、更准确,而具有MB覆盖的人脸识别是最具挑战性和耗时的,特别是对于女性目标。BB覆盖率的表现介于其他两个水平之间。结论:本研究强调了大流行后人脸识别过程的显著转变,人脸识别现在导致更快、更准确的识别,这表明人类感知机制具有重要的适应性。这些结果强调了进一步研究人脸识别的重要性,因为我们继续适应大流行对社会互动和身份验证的持久影响。
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来源期刊
Frontiers in Psychology
Frontiers in Psychology PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
5.30
自引率
13.20%
发文量
7396
审稿时长
14 weeks
期刊介绍: Frontiers in Psychology is the largest journal in its field, publishing rigorously peer-reviewed research across the psychological sciences, from clinical research to cognitive science, from perception to consciousness, from imaging studies to human factors, and from animal cognition to social psychology. Field Chief Editor Axel Cleeremans at the Free University of Brussels is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide. The journal publishes the best research across the entire field of psychology. Today, psychological science is becoming increasingly important at all levels of society, from the treatment of clinical disorders to our basic understanding of how the mind works. It is highly interdisciplinary, borrowing questions from philosophy, methods from neuroscience and insights from clinical practice - all in the goal of furthering our grasp of human nature and society, as well as our ability to develop new intervention methods.
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