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远程光学光电容积脉搏波成像方法综述。

A survey of remote optical photoplethysmographic imaging methods.

作者信息

McDuff Daniel J, Estepp Justin R, Piasecki Alyssa M, Blackford Ethan B

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:6398-404. doi: 10.1109/EMBC.2015.7319857.

Abstract

In recent years researchers have presented a number of new methods for recovering physiological parameters using just low-cost digital cameras and image processing. The ubiquity of digital cameras presents the possibility for many new, low-cost applications of vital sign monitoring. In this paper we present a review of the work on remote photoplethysmographic (PPG) imaging using digital cameras. This review specifically focuses on the state-of-the-art in PPG imaging where: 1) measures beyond pulse rate are evaluated, 2) non-ideal conditions (e.g., the presence of motion artifacts) are explored, and 3) use cases in relevant environments are demonstrated. We discuss gaps within the literature and future challenges for the research community. To aid in the continuing advancement of PPG imaging research, we are making available a website with the references collected for this review as well as information on available code and datasets of interest. It is our hope that this website will become a valuable resource for the PPG imaging community. The site can be found at: http://web.mit.edu/~djmcduff/www/ remote-physiology.html.

摘要

近年来,研究人员提出了一些仅使用低成本数码相机和图像处理来恢复生理参数的新方法。数码相机的普及为许多新的低成本生命体征监测应用提供了可能性。在本文中,我们对使用数码相机进行远程光电容积脉搏波描记法(PPG)成像的工作进行了综述。本综述特别关注PPG成像的最新进展,其中:1)评估了除心率之外的测量指标;2)探讨了非理想条件(例如存在运动伪影);3)展示了相关环境中的用例。我们讨论了文献中的差距以及该研究领域未来面临的挑战。为了帮助PPG成像研究不断取得进展,我们提供了一个网站,其中包含为本综述收集的参考文献,以及有关可用代码和相关感兴趣数据集的信息。我们希望这个网站将成为PPG成像领域的宝贵资源。该网站地址为:http://web.mit.edu/~djmcduff/www/remote-physiology.html

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