DocumentCode :
735045
Title :
Non-contact driver cardiac physiological monitoring using video data
Author :
Huan Qi ; Wang, Z. Jane ; Chunyan Miao
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fYear :
2015
fDate :
12-15 July 2015
Firstpage :
418
Lastpage :
422
Abstract :
Driver physiological monitoring in vehicle is of great importance to provide a comfortable driving environment and prevent road accidents. In recent years, the development of non-contact techniques for such monitoring has been drawing research interests. In this paper, we present a non-contact video-based driver physiological monitoring framework to robustly acquire driver´s heart rate and heart rate variability analysis using a simple consumer-level webcam. More specifically, a real-time facial feature detector as well as a joint blind source separation method is used to capture the driver´s facial blood volume pulse signal. Experimental results from both laboratory and actual road driving conditions demonstrate that the proposed non-contact framework is promising HR and HRV monitoring, even with the existence of unstable light source variation.
Keywords :
blind source separation; cardiology; computerised monitoring; driver information systems; face recognition; feature extraction; physiology; road accidents; video signal processing; blind source separation method; consumer-level webcam; driver cardiac physiological monitoring; driver facial blood volume pulse signal; driver heart rate; facial feature detector; heart rate variability analysis; noncontact technique; road accident prevention; video data; Biomedical monitoring; Correlation; Heart rate variability; Monitoring; Roads; Vehicles; Facial Landmark Detection; Heart Rate Variability; Non-contact; Physiological Parameters; Road Experiments;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal and Information Processing (ChinaSIP), 2015 IEEE China Summit and International Conference on
Conference_Location :
Chengdu
Type :
conf
DOI :
10.1109/ChinaSIP.2015.7230436
Filename :
7230436
Link To Document :
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