Breathing and temperature detection using thermal images in infants

Ana Carolina Rodríguez-Cediel, E. Gómez-Vargas, O. J. Perdomo-Charry
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引用次数: 0

Abstract

Sudden Infant Death Syndrome (SIDS) is one of the leading causes of death in children under one year of age. SIDS is defined as the death of a child under one year of age, without apparent symptoms or causes during sleep that lead to his death. Therefore, monitoring of childhood sleep has become vital for parents, health care providers and health educators during the perinatal period. Temperature and respiration are the parameters most used during neonatal and postnatal consultations as an indicator of events related to the SIDS. This document proposes a method of non-invasive detection of temperature and breathing, based on the automatic detection of areas of the forehead, nose and mouth of the infant, calculating statistical measures and pixel-temperature conversion of thermal images. The proposed method used 7.189 thermal images of 6 infants during sleep, obtaining a general accuracy of 88,26% in temperature and breathing detection into three different classes.
利用热图像检测婴儿的呼吸和体温
婴儿猝死综合征(SIDS)是一岁以下儿童死亡的主要原因之一。婴儿猝死综合症是指一岁以下儿童在睡眠中没有明显症状或原因导致其死亡。因此,在围产期监测儿童睡眠对父母、医疗保健提供者和健康教育工作者来说至关重要。温度和呼吸是新生儿和产后咨询中最常用的参数,作为与婴儿猝死综合症相关事件的指标。本文提出了一种无创检测体温和呼吸的方法,该方法基于对婴儿前额、鼻子和嘴巴区域的自动检测,计算统计测量值和热图像的像素温度转换。所提出的方法使用了6名婴儿在睡眠期间的7.189张热图像,在三个不同类别的温度和呼吸检测中获得了88,26%的总体准确率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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