Image processing based body temperature estimation using thermal video sequence

Arpita Sharma, Arvind R. Yadav
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引用次数: 9

Abstract

Temperature is most significant vital sign in human body regulation system if this increases at certain level it may be dangerous because temperature support whole immune system, also supporting the healing process. However, high temperature causes serious reimbursements to the human body. Therefore, in this paper, authors propose a non-contact temperature algorithm based on thermography analysis. The purpose of developing this system is to provide body temperature estimation without any discomfort. In the proposed approach viola jones algorithm has been used for face detection in a video stream. Further, as a temperature is not going to change within few seconds, thus rather than measuring the temperature of the face in each of the frame, authors have incorporated a algorithm which selects best frame that contains all the features of the face and then the temperature for the same has been measured. At the end temperature is of the face is exhibited. Simulation results of this established algorithm shows the human face detection & temperature estimation of the FLIR and IR camera videos. Results have been validated against standard temperature measuring device.
基于图像处理的热视频序列体温估计
温度是人体调节系统中最重要的生命体征,如果温度升高到一定水平可能是危险的,因为温度支持整个免疫系统,也支持愈合过程。然而,高温会对人体造成严重的损害。因此,本文提出了一种基于热成像分析的非接触式温度算法。开发该系统的目的是在没有任何不适的情况下提供体温估计。在提出的方法中,中提琴琼斯算法被用于视频流中的人脸检测。此外,由于温度不会在几秒钟内发生变化,因此,作者采用了一种算法,该算法选择包含面部所有特征的最佳帧,然后测量相同帧的温度,而不是测量每个帧中的面部温度。在结束时,表面的温度是显示的。仿真结果显示了该算法对红外和红外摄像机视频的人脸检测和温度估计。用标准测温装置对结果进行了验证。
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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