Contactless physiological signals extraction based on skin color magnification

被引:16
作者
Suh, Kun Ha [1 ]
Lee, Eui Chul [2 ]
机构
[1] Sangmyung Univ, Grad Sch, Dept Comp Sci, Seoul, South Korea
[2] Sangmyung Univ, Dept Intelligent Engn Informat Humans, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
cardiac pulse; physiological signal; remote PPG; skin color magnification; heart rate; NONCONTACT;
D O I
10.1117/1.JEI.26.6.063003
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Although the human visual system is not sufficiently sensitive to perceive blood circulation, blood flow caused by cardiac activity makes slight changes on human skin surfaces. With advances in imaging technology, it has become possible to capture these changes through digital cameras. However, it is difficult to obtain clear physiological signals from such changes due to its fineness and noise factors, such as motion artifacts and camera sensing disturbances. We propose a method for extracting physiological signals with improved quality from skin colored-videos recorded with a remote RGB camera. The results showed that our skin color magnification method reveals the hidden physiological components remarkably in the time-series signal. A Korea Food and Drug Administration-approved heart rate monitor was used for verifying the resulting signal synchronized with the actual cardiac pulse, and comparisons of signal peaks showed correlation coefficients of almost 1.0. In particular, our method can be an effective preprocessing before applying additional postfiltering techniques to improve accuracy in image-based physiological signal extractions. (C) 2017 SPIE and IS&T
引用
收藏
页数:9
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