使用相机的非接触式心率测量

Kual-Zheng Lee, Pang-Chan Hung, L. Tsai
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引用次数: 39

摘要

本文提出了一种基于环境光相机的非接触式心率测量方法。利用类皮肤像素的颜色特征进行时域频域分析,其中应用了肤色分类器。进一步集成了一种新颖的数据平差方案,可自动延长采样时间,提高测量精度。本文测试了五个不同年龄的人,六个不同类型的相机,四个不同的身体部位。实验结果表明了该方法与脉搏血氧仪的有效性。该方法的优点包括:1)使用低成本的环境光相机,2)基于非接触方法减轻人们的不适,3)全自动测量多人心率,4)可以应用于人体的多个部位,如头颈部,手臂和手掌区域。
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Contact-Free Heart Rate Measurement Using a Camera
In this paper, a contact-free heart rate measurement method using an ambient light camera is proposed. The color features of skin-like pixels are used for time domain frequency analysis, in which a skin color classifier is applied. A novel data adjustment scheme is further integrated to automatically expand sampling time length and increase measurement precision. Five people of different age, six cameras of different type, and four different body parts have been tested in this paper. Experimental results show the effectiveness of the proposed method comparing with a pulse oximeter device. The advantages of the proposed method include: 1) it uses a low-cost ambient light camera, 2) it eases the discomfort of people based on contact-free methodology, 3) it measures multiple persons' heart rates fully automatic, and 4) it can be applied in multiple parts of a human body such as head and neck, arm, and palm regions.
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