Non-contact continuous blood pressure monitoring from video

Haojie Liu, Lingqin Kong*, Han Liu, Yisheng Wang, Zihan Liu, Huiying Wang, Jinmei Li, Liquan Dong, Ming Liu, Xuhong Chu, Cuiling Li

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper presents a non-contact continuous blood pressure detection method based on video. This method integrates the correlation between systolic blood pressure and diastolic blood pressure, and realizes non-contact continuous blood pressure monitoring of individuals. In this method, finger videos are collected by ordinary industrial cameras, and imaging photoplethysmography (IPPG) signals are extracted. De-trending and band-pass filtering are used to remove the baseline drift and noise of original IPPG signal. And an effective single IPPG signal is screened by limiting the number of sampling points, the amplitude changes of the starting point and the ending point and whether there is a dicrotic wave, and the characteristics of signal such as peak value, systolic time, diastolic time and pulse width are extracted, and the regression models of systolic blood pressure and diastolic blood pressure are established respectively, finally the noncontact detection of individual blood pressure is realized. The experimental results show that this method has high accuracy, the mean absolute error (MAE) of systolic blood pressure is 1.34 mmHg, the mean error (ME) is 0.46 mmHg, the standard deviation (STD) is 1.95 mmHg; the mean error (MAE) of diastolic blood pressure is 1.59 mmHg, the mean error (ME) is 0.36 mmHg, and the standard deviation (STD) is 2.01 mmHg.

源语言英语
主期刊名Tenth Symposium on Novel Optoelectronic Detection Technology and Applications
编辑Chen Ping
出版商SPIE
ISBN(电子版)9781510688148
DOI
出版状态已出版 - 2025
活动10th Symposium on Novel Optoelectronic Detection Technology and Applications - Taiyuan, 中国
期限: 1 11月 20243 11月 2024

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
13511
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议10th Symposium on Novel Optoelectronic Detection Technology and Applications
国家/地区中国
Taiyuan
时期1/11/243/11/24

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