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蒙面人脸匹配受益于孤立的面部特征。

Masked face matching benefits from isolated facial features.

作者信息

Zhang Mengying, Sauerland Melanie, Sagana Anna

机构信息

Section Forensic Psychology, Department of Clinical Psychological Science, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, Limburg, Netherlands.

出版信息

PLoS One. 2025 Jul 1;20(7):e0326706. doi: 10.1371/journal.pone.0326706. eCollection 2025.

DOI:10.1371/journal.pone.0326706
PMID:40591550
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12212515/
Abstract

Verifying the identity of an unfamiliar person is a difficult task, especially when targets wear masks that cover most of their faces. This presents a major challenge for law enforcement in border control, security, and criminal investigations. Therefore, we aim to explore ways to improve face-matching performance when a face is heavily masked. In two experiments, we investigated whether face-matching performance can benefit from the presentation of isolated facial features, namely the eyes (Experiment 1) and the mouth (Experiment 2), when a target face is masked. Participants viewed pairs of faces and determined whether they belonged to the same person or different people. In congruent pairs, participants matched a full-face image to another full-face image or a masked image to an isolated facial feature. In incongruent pairs, participants matched a full-face image to an image of the eyes or the mouth only or to a masked image. Matching accuracy was significantly better in congruent than incongruent pairs. Interestingly, the benefit of showing an isolated facial feature was even present when that single feature was the mouth. Overall, the findings showed that focusing on isolated facial features, such as the eyes or mouth, can be a valuable strategy for enhancing identity matching with masked perpetrators.

摘要

核实一个不熟悉的人的身份是一项艰巨的任务,尤其是当目标人物戴着遮住大部分脸部的口罩时。这给边境管制、安保和刑事调查中的执法工作带来了重大挑战。因此,我们旨在探索在脸部被严重遮挡时提高面部匹配性能的方法。在两项实验中,我们研究了在目标脸部被遮挡时,面部匹配性能是否能从孤立面部特征(即眼睛(实验1)和嘴巴(实验2))的呈现中受益。参与者观看成对的脸部,并判断它们是否属于同一个人或不同的人。在一致的配对中,参与者将全脸图像与另一个全脸图像进行匹配,或将戴口罩的图像与孤立的面部特征进行匹配。在不一致的配对中,参与者将全脸图像与仅眼睛或嘴巴的图像或戴口罩的图像进行匹配。一致配对中的匹配准确率明显高于不一致配对。有趣的是,即使单一特征是嘴巴,展示孤立面部特征的好处仍然存在。总体而言,研究结果表明,关注孤立的面部特征,如眼睛或嘴巴,可能是增强与戴口罩犯罪者身份匹配的一种有价值的策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2a/12212515/1fb290f67136/pone.0326706.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2a/12212515/69a9fee42502/pone.0326706.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2a/12212515/7e7da440e9f2/pone.0326706.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2a/12212515/2472fb245879/pone.0326706.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2a/12212515/1fb290f67136/pone.0326706.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2a/12212515/69a9fee42502/pone.0326706.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2a/12212515/7e7da440e9f2/pone.0326706.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2a/12212515/2472fb245879/pone.0326706.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f2a/12212515/1fb290f67136/pone.0326706.g004.jpg

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本文引用的文献

1
Face masks are less effective than sunglasses in masking face identity.口罩对面部身份的掩饰效果不如太阳镜。
Sci Rep. 2023 Mar 15;13(1):4284. doi: 10.1038/s41598-023-31321-4.
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The impact of COVID-19 on memory: Recognition for masked and unmasked faces.新型冠状病毒肺炎对记忆的影响:对戴口罩和未戴口罩面孔的识别
Front Psychol. 2022 Oct 6;13:960941. doi: 10.3389/fpsyg.2022.960941. eCollection 2022.
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Face masks affect emotion categorisation, age estimation, recognition, and gender classification from faces.口罩会影响对面部情绪分类、年龄估计、识别和性别分类。
Cogn Res Princ Implic. 2022 Oct 8;7(1):91. doi: 10.1186/s41235-022-00438-x.
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Two face masks are better than one: congruency effects in face matching.两个口罩比一个好:面孔匹配中的一致性效应。
Cogn Res Princ Implic. 2022 Jun 8;7(1):49. doi: 10.1186/s41235-022-00402-9.
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Improving face identification of mask-wearing individuals.提高戴口罩者的人脸识别能力。
Cogn Res Princ Implic. 2022 Mar 28;7(1):27. doi: 10.1186/s41235-022-00369-7.
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Metacognition during unfamiliar face matching.在不熟悉的面孔匹配过程中的元认知。
Br J Psychol. 2022 Aug;113(3):696-717. doi: 10.1111/bjop.12553. Epub 2022 Jan 4.
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Low prevalence match and mismatch detection in simultaneous face matching: Influence of face recognition ability and feature focus guidance.同时进行的面孔匹配中低频率的匹配和不匹配检测:面孔识别能力和特征焦点引导的影响。
Atten Percept Psychophys. 2021 Oct;83(7):2937-2954. doi: 10.3758/s13414-021-02348-4. Epub 2021 Aug 13.
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