Towards health monitoring in visual surveillance

M. A. Hassan, A. Malik, N. Saad, B. Karasfi, D. Fofi, Wafa Sohail
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引用次数: 5

Abstract

This paper presents a feasibility study on heart rate detection using a digital camera. The paper investigates the possibility of Heart rate detection for individuals far from the camera sensor. The study is done to exploit the feasibility for heart rate estimation using a digital camera to enables health monitoring in visual surveillance. An experiment was conducted using 14 healthy subjects of various skin tones. State of the art heart rate estimation methods from photoplethysmography and ballistocardiography was implemented. The method were experimented on videos of subjects that were standing away 5 meters from the camera. Results derived showed that the technology has many challenges are to be overcome. The effect of ambient light variation, involuntary artifact movement, and poor signal to noise ratio are some of the problems to be addressed.
走向视觉监控中的健康监测
本文提出了一种利用数码相机进行心率检测的可行性研究。本文研究了远离相机传感器的个体心率检测的可能性。本研究旨在探索利用数码相机进行心率估计的可行性,以实现视觉监控中的健康监测。研究人员对14名不同肤色的健康受试者进行了实验。采用光电容积脉搏图和弹道心电图估算心率的方法。实验对象站在离摄像机5米远的地方拍摄视频。结果表明,该技术还存在许多有待克服的挑战。环境光变化的影响、非自愿的伪影运动和较差的信噪比是需要解决的一些问题。
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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