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不同面部数据库之间的面部形态测量差异:种族和性别的影响。

Facial morphometric differences across face databases: influence of ethnicities and sex.

作者信息

Monteiro Luis Carlos Pereira, Ripardo Rachel Coelho, Torro-Alves Nelson, Souza Givago Silva

机构信息

Neuroscience and Cell Biology Graduate Program, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil.

Center for Tropical Medicine, Federal University of Pará, Belém, Brazil.

出版信息

Front Neurosci. 2023 Jun 19;17:1130867. doi: 10.3389/fnins.2023.1130867. eCollection 2023.

Abstract

The scientific need for standardized, high-quality facial stimuli has driven the creation of several face image databases in recent years. These stimuli are particularly important in facial asymmetry research. However, previous studies have reported facial anthropometric differences across a variety of ethnicities. This highlights the need to investigate whether these differences can also impact the use of face image databases, particularly in facial asymmetry research. In this study, we investigated facial asymmetry-based morphometric differences between the multi-ethnic Chicago Face Database (CFD) and the LACOP Face Database, which is composed of Brazilian subjects. We found reliable differences in facial asymmetry between the two databases, which were related to ethnic groups. Specifically, differences in eye and mouth asymmetry seem to drive these differences. The asymmetry-based morphometric differences among databases and ethnicities found in this study reinforce the necessity of creating multi-ethnic face databases.

摘要

近年来,对标准化、高质量面部刺激的科学需求推动了多个面部图像数据库的创建。这些刺激在面部不对称研究中尤为重要。然而,先前的研究报告了不同种族之间的面部人体测量差异。这凸显了调查这些差异是否也会影响面部图像数据库的使用的必要性,尤其是在面部不对称研究中。在本研究中,我们调查了多民族的芝加哥面部数据库(CFD)和由巴西受试者组成的LACOP面部数据库之间基于面部不对称的形态测量差异。我们发现两个数据库之间在面部不对称方面存在可靠的差异,这些差异与种族有关。具体而言,眼睛和嘴巴不对称的差异似乎导致了这些不同。本研究中发现的数据库和种族之间基于不对称的形态测量差异强化了创建多民族面部数据库的必要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f11/10315459/4d6ab1303438/fnins-17-1130867-g001.jpg

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