DocumentCode
265405
Title
Webcam based non-contact real-time monitoring for the physiological parameters of drivers
Author
Qi Zhang ; Guo-qing Xu ; Ming Wang ; Yimin Zhou ; Wei Feng
Author_Institution
Shenzhen Inst. of Adv. Technol., Shenzhen, China
fYear
2014
fDate
4-7 June 2014
Firstpage
648
Lastpage
652
Abstract
In this paper, a real-time heart rate and respiratory rate detection systems is designed. A webcam is used to measure the heart rate and respiratory rate of drivers for monitoring their mental activities in real time. Facial skin with blood circulation can cause color variation so that the information of the heart rate and breathing frequency can be obtained. The RGB color fluctuation during image processing and blind source separation technology in video tracking are used for information extraction. Compared with the existing commercial detection equipment, non-contact detection method can measure the heart rate and respiratory rate, but the participant´s intense motion can affect the accuracy. Simulation results have been implemented to testify the effectiveness of the proposed method.
Keywords
blind source separation; driver information systems; feature extraction; image colour analysis; image processing; medical signal detection; monitoring; RGB color fluctuation; blind source separation technology; color variation; commercial detection equipment; drivers; facial skin; image processing; information extraction; mental activities; noncontact detection method; noncontact real-time monitoring; physiological parameters; real-time heart rate detection systems; respiratory rate detection systems; video tracking; webcam; Atmospheric measurements; Biomedical monitoring; Heart rate; Real-time systems; Streaming media; Time measurement; heart rate detection; independent component analysis; noncontact measurement; respiratory rate detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 2014 IEEE 4th Annual International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4799-3668-7
Type
conf
DOI
10.1109/CYBER.2014.6917541
Filename
6917541
Link To Document