Analysis of spatial distribution characteristics of facial skin temperature on stress coping

IF 0.8 Q4 ROBOTICS
Shiori Oyama, Kosuke Oiwa, Akio Nozawa
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引用次数: 0

Abstract

Individuals exhibit two types of responses when exposed to external stimuli. These are called stress-coping responses, or active and passive coping responses, respectively. These stress-coping responses are discriminated by differences in the fluctuations of hemodynamic parameters, such as cardiac output (CO), total peripheral resistance (TPR), and mean blood pressure (MBP), and others. However, the existing method for measuring hemodynamic parameters is contact measurement, which involves wearing a continuous blood pressure cuff; thus, a remote measurement method is required. Therefore, we focused on facial thermal imaging, remotely measurable indicator of the cardiovascular system. We constructed a model to estimate stress-coping responses from the spatial characteristics of facial thermal images using a CNN and sparse coding. However, the standard spatial distribution of facial thermal images of stress-coping response states has not yet been examined. Therefore, in this study, we analyzed the standard spatial distribution of facial thermal images of stress-coping response states. To elicit each stress-coping response, a cold pressure task and a game task were performed. Facial thermal images and hemodynamic parameters were recorded during the experiments. The measured hemodynamic parameters confirmed the elicitation of a stress-coping response. Additionally, using the measured facial thermal images, we evaluated the deviation of the stress-coping response states from a person’s normal state and the standard spatial distribution of each stress-coping response. The results showed that the stress-coping response states deviated from a person’s normal state. In addition, the standard spatial distribution differed for each stress-coping response.

Abstract Image

分析面部皮肤温度的空间分布特征对压力应对的影响
人在受到外界刺激时会表现出两种反应。这两种反应分别称为压力应对反应或主动和被动应对反应。这些压力应对反应可通过心输出量(CO)、总外周阻力(TPR)和平均血压(MBP)等血液动力学参数的波动差异来区分。然而,现有的血液动力学参数测量方法是接触式测量,需要佩戴连续的血压袖带,因此需要一种远程测量方法。因此,我们重点研究了面部热成像这一可远程测量的心血管系统指标。我们构建了一个模型,利用 CNN 和稀疏编码从面部热成像的空间特征估算压力应对反应。然而,压力应对反应状态的面部热图像的标准空间分布尚未得到研究。因此,在本研究中,我们分析了压力应对反应状态下面部热图像的标准空间分布。为了激发每种应激反应,我们进行了冷压任务和游戏任务。实验过程中记录了面部热图像和血液动力学参数。测量到的血液动力学参数证实了压力应对反应的激发。此外,我们还利用测量到的面部热图像,评估了压力应对反应状态与人的正常状态的偏差,以及每种压力应对反应的标准空间分布。结果显示,压力应对反应状态与人的正常状态存在偏差。此外,每种压力应对反应的标准空间分布也各不相同。
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来源期刊
CiteScore
2.00
自引率
22.20%
发文量
101
期刊介绍: Artificial Life and Robotics is an international journal publishing original technical papers and authoritative state-of-the-art reviews on the development of new technologies concerning artificial life and robotics, especially computer-based simulation and hardware for the twenty-first century. This journal covers a broad multidisciplinary field, including areas such as artificial brain research, artificial intelligence, artificial life, artificial living, artificial mind research, brain science, chaos, cognitive science, complexity, computer graphics, evolutionary computations, fuzzy control, genetic algorithms, innovative computations, intelligent control and modelling, micromachines, micro-robot world cup soccer tournament, mobile vehicles, neural networks, neurocomputers, neurocomputing technologies and applications, robotics, robus virtual engineering, and virtual reality. Hardware-oriented submissions are particularly welcome. Publishing body: International Symposium on Artificial Life and RoboticsEditor-in-Chiei: Hiroshi Tanaka Hatanaka R Apartment 101, Hatanaka 8-7A, Ooaza-Hatanaka, Oita city, Oita, Japan 870-0856 ©International Symposium on Artificial Life and Robotics
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