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人类情绪的面部热和血液灌注模式:概念验证。

Facial thermal and blood perfusion patterns of human emotions: Proof-of-Concept.

机构信息

School of Engineering, Universidad Cooperativa de Colombia, Medellín, 050012, Colombia.

School of Medicine, Universidad Cooperativa de Colombia, Medellín, 050012, Colombia.

出版信息

J Therm Biol. 2023 Feb;112:103464. doi: 10.1016/j.jtherbio.2023.103464. Epub 2023 Jan 10.

Abstract

In this work, a preliminary study of proof-of-concept was conducted to evaluate the performance of the thermographic and blood perfusion data when emotions of positive and negative valence are applied, where the blood perfusion data are obtained from the thermographic data. The images were obtained for baseline, positive, and negative valence according to the protocol of the Geneva Affective Picture Database. Absolute and percentage differences of average values of the data between the valences and the baseline were calculated for different regions of interest (forehead, periorbital eyes, cheeks, nose and upper lips). For negative valence, a decrease in temperature and blood perfusion was observed in the regions of interest, and the effect was greater on the left side than on the right side. In positive valence, the temperature and blood perfusion increased in some cases, showing a complex pattern. The temperature and perfusion of the nose was reduced for both valences, which is indicative of the arousal dimension. The blood perfusion images were found to be greater contrast; the percentage differences in the blood perfusion images are greater than those obtained in thermographic images. Moreover, the blood perfusion images, and vasomotor answer are consistent, therefore, they can be a better biomarker than thermographic analysis in identifying emotions.

摘要

在这项工作中,进行了概念验证的初步研究,以评估在应用正性和负性效价情绪时热成像和血液灌注数据的性能,其中血液灌注数据是从热成像数据中获得的。根据日内瓦情感图片数据库的方案,获得了基线、正性和负性效价的图像。计算了不同感兴趣区域(前额、眶周眼睛、脸颊、鼻子和上唇)之间效价与基线之间数据的平均值的绝对和百分比差异。对于负性效价,观察到感兴趣区域的温度和血液灌注下降,左侧的效果大于右侧。对于正性效价,在某些情况下,温度和血液灌注增加,呈现出复杂的模式。对于两种效价,鼻子的温度和灌注都降低了,这表明了唤醒维度。发现血液灌注图像对比度更大;血液灌注图像的百分比差异大于热成像图像。此外,血液灌注图像与血管舒缩反应一致,因此,它们可以成为比热成像分析更好的生物标志物,用于识别情绪。

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