基于非接触式热像仪和带有面部识别的网络摄像机的生命体征呼吸频率测量

Raden Duta Ikrar Abadi, Endro Yulianto, Triwiyanto Triwiyanto, Sandeep Kumar Gupta, Vugar Abdullayev
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引用次数: 0

摘要

医疗团队在计算生命体征参数时,也会检查呼吸频率,以确定一个人的状况是否良好。研究人员希望开发出一种便于大众使用、能够快速准确显示结果的呼吸频率检测方法。在这次大流行期间,我们被迫减少人与人之间的直接接触,目的是抑制病毒的交流。针对这种情况,研究人员希望研制一种非接触式呼吸频率测量仪器。这种方法有望减少人与人之间的直接接触,并且仍然可以得到呼吸频率值的结果,该值可以用作确定一个人的病情的参数。为了得到呼吸频率的值,研究人员有一个想法,通过使用热像仪监测温度的变化。对于呼吸速率参数,研究人员通过检测呼气和吸气温度的变化来观察鼻子区域,然后计算呼吸速率。为了得到这些结果,研究人员使用了一种检测面部区域或称为面部识别的方法,然后在鼻子区域的感兴趣区域检测ROI点。观察呼吸速率,呼气时温度值为31.05℃,吸气时温度值为30.01℃。这个温差将在研究者制作的系统计算呼吸速率值的过程中进行。在本研究的结果中发现,如果距离在100 cm以上,呼吸速率模块可以作为参考,正常使用范围为60-120 cm,误差值为1%,那么本研究的结果是,本研究可以在呼吸频率测量仪上以非标准方法实现。——联系
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Measurement of Vital Signs Respiratory Rate Based on Non Contact Techniques Using Thermal Camera & Web Camera with Facial Recognition
Examination of the respiratory rate is included in the calculation of vital sign parameters used by the medical team to determine whether a person's condition is good or not. Researchers want to develop a method of checking the respiratory rate that is easy to use by the general public and can display fast and precise results. During this pandemic, we are forced to reduce direct human-to-human contact with the aim of suppressing the exchange of viruses. From this condition, the researcher wants to develop a measuring instrument to measure the respiratory frequency with the non-contact method. This method is expected to reduce direct contact between humans and still get the results of the respiratory rate value which can be used as a parameter to determine a person's condition. To get the value of the respiratory rate, researchers have an idea by monitoring changes in temperature using a thermal camera. For the respiratory rate parameter, the researcher observed the nose area by detecting changes in expiratory and inspiration temperatures and then calculating the respiratory rate. To get these results, the researcher uses a method of detecting the face area or called face recognition and then detecting the ROI point in the area of interest in the nose area. In observing the respiratory rate, the temperature value during expiration is 31.05 °C while at the time of inspiration is 30.01 °C. This temperature difference will be carried out in the process of calculating the respiration rate value by the system made by the researcher. In the results of this study, it was found that the respiration rate module can be used as a reference with a normal use range of 60-120 cm with an error value of 1% if the distance is above 100 cm, then the results of this study are that this research can be implemented on a breathing frequency measuring instrument with a non-standard method. - contact
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