DocumentCode :
246848
Title :
Video based heart rate estimation under different light illumination intensities
Author :
Yong-Poh Yu ; Paramesran, Raveendran ; Chern-Loon Lim
Author_Institution :
Dept. of Electr. Eng., Univ. of Malaya, Kuala Lumpur, Malaysia
fYear :
2014
fDate :
1-4 Dec. 2014
Firstpage :
216
Lastpage :
221
Abstract :
An issue of obtaining accurate heart rates from video frames is the illumination and the minimum duration needed to provide that. This paper examines the accuracy of the obtained heart rates of the same subjects from video frames under different illumination settings. In this study, the facial images of three subjects at rest are captured using a video camera under five different settings. For each setting, 25 readings of video duration of 30 seconds for each subject are captured forming a total of 375 readings to be analyzed. We propose a method that takes into consideration the power of transmitted and incident light on the skin absorbance. The Pearson correction coefficient of the average pixel intensity of red component and green component is used to determine the duration. Experimental results show the proposed method can provide an acceptable result. The root mean square error is about 1.5508 beats per minute (BPM). The average percentage error is 1.1665 % while the correlation coefficient between the experimental readings and actual readings 0.9789.
Keywords :
biomedical measurement; biomedical optical imaging; cardiology; face recognition; light absorption; mean square error methods; medical signal processing; skin; video cameras; Pearson correction coefficient; accurate heart rates; average pixel intensity; facial image reading analysis; green component pixel intensity; incident light; light illumination intensities; minimum duration; red component pixel intensity; root mean square error; skin absorbance; time 30 s; transmitted light; video based heart rate estimation; video camera-based facial image capture; video frame illumination settings; Biomedical monitoring; Cameras; Estimation; Face; Heart rate; Lighting; Skin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Signal Processing and Communication Systems (ISPACS), 2014 International Symposium on
Conference_Location :
Kuching
Type :
conf
DOI :
10.1109/ISPACS.2014.7024455
Filename :
7024455
Link To Document :
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