中国科学院深圳先进技术研究院机构知识库(SIAT OpenIR): Webcam-based, non-contact, real-time measurement for the physiological parameters of drivers.
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Webcam-based, non-contact, real-time measurement for the physiological parameters of drivers.
Zhang, Qi; Wu, Qingtian; Zhou, Yimin; Wu, Xinyu; Ou, Yongsheng; Zhou, Huazhang
2017
Source PublicationMEASUREMENT
Subtype期刊论文
AbstractIn this paper, a real-time heart rate (HR) detection system is proposed. A webcam is used to measure the HR of drivers, in order to monitor their physical activities in real time. The HR is obtained by capturing the color variations resulting from blood circulation in facial skin. Blind source separation technology, aided by the RGB color fluctuation feature in video tracking, is used for data extraction. Compared with existing commercial detection equipment, the non-contact detection method can conveniently measure the HR with acceptable accuracy, especially during driving situations that require extra precaution. Experiments in different scenarios have been performed to verify the efficacy of the proposed algorithm, which proved to be highly robust and accurate. Moreover, the developed HR detection algorithm has been implemented on the Android mobile operating system. (C) 2017 Elsevier Ltd. All rights reserved.
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Indexed BySCI
Language英语
Department智能仿生
Document Type期刊论文
Identifierhttp://ir.siat.ac.cn/handle/172644/11715
Collection集成所
AffiliationMEASUREMENT
Recommended Citation
GB/T 7714
Zhang, Qi,Wu, Qingtian,Zhou, Yimin,et al. Webcam-based, non-contact, real-time measurement for the physiological parameters of drivers.[J]. MEASUREMENT,2017.
APA Zhang, Qi,Wu, Qingtian,Zhou, Yimin,Wu, Xinyu,Ou, Yongsheng,&Zhou, Huazhang.(2017).Webcam-based, non-contact, real-time measurement for the physiological parameters of drivers..MEASUREMENT.
MLA Zhang, Qi,et al."Webcam-based, non-contact, real-time measurement for the physiological parameters of drivers.".MEASUREMENT (2017).
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