Muniz Pablo Rodrigues, Simão Josemar, Nunes Reginaldo Barbosa, Campos Hércules Lázaro Morais, Santos Natália Queirós, Ninke Andriele, Lemos João Thomaz
Post Graduate Program in Sustainable Technologies, Campus Vitória, Federal Institute of Espírito Santo, 1729 Vitória Ave., Vitória 29040-780, ES, Brazil.
Electrotechnical Coordination, Campus Vitória, Federal Institute of Espírito Santo, 1729 Vitória Ave., Vitória 29040-780, ES, Brazil.
Sens Biosensing Res. 2022 Aug;37:100513. doi: 10.1016/j.sbsr.2022.100513. Epub 2022 Aug 6.
Recent outbreaks of infectious diseases such as Covid-19 that have fever as one of the symptoms drive the search for systems to track people with fever quickly and non-contact, also known as sanitary barriers. The use of non-contact infrared-based instruments, especially the infrared thermal imager, has widely spread. However, the screening process has presented low performance. This article addresses the choice of regions of interest on the human face for the analysis of the individual's fever, deals with the temperature thresholds used for this analysis, as well as the way to issue the recommendation to screen the person or not. The data collection and statistical analysis of temperatures of 198 volunteers allowed us to study and define the most appropriate face regions as targets for these barriers, as well as the temperature thresholds to be used for screening for each of these regions. Besides, the paper presents a probabilistic method based on the metrological quality of the sanitary barrier to the emission of recommendation for screening potentially febrile people. The developed method was tested in feverish and non-febrile volunteers, showing complete assertiveness in the tested cases.
近期爆发的如新冠疫情等以发热为症状之一的传染病,促使人们寻求能够快速且非接触地追踪发热人群的系统,即所谓的卫生屏障。基于非接触式红外的仪器,尤其是红外热成像仪的使用已广泛普及。然而,筛查过程的表现不佳。本文探讨了用于分析个体发热情况的人脸感兴趣区域的选择,涉及该分析所使用的温度阈值,以及给出是否对人员进行筛查建议的方式。对198名志愿者的温度数据收集和统计分析,使我们能够研究并确定作为这些屏障目标的最合适面部区域,以及用于每个区域筛查的温度阈值。此外,本文还提出了一种基于卫生屏障计量质量的概率方法,用于对潜在发热人群发出筛查建议。所开发的方法在发热和非发热志愿者中进行了测试,在测试案例中显示出完全的可靠性。