Title :
A comparative study of video signals for non-contact heart rate measurement
Author :
Lueangwattana, Chanya ; Kondo, Toshiaki ; Haneishi, Hideaki
Author_Institution :
Sch. of Inf., Comput., & Commun. Technol., Thammasat Univ., Pathumthani, Thailand
Abstract :
This paper describes a comparative study of the various color signals for non-contact heart rate (HR) measurement on a video sequence. The color signals include red, green, blue, hue, the principal components of the red, green, and blue signals from video data. Experimental results prove that hue and the 3rd principal component are the most effective signals for the HR measurement. Experimental results also show that the two signals behave differently to different lighting conditions. Thus, we have integrated the two signals and achieved an improved performance than those based on a single color signal.
Keywords :
biomedical optical imaging; cardiology; image colour analysis; image sequences; medical image processing; principal component analysis; video signal processing; color signals; lighting conditions; noncontact heart rate measurement; principal component analysis; video data; video sequence; video signals; Biomedical measurement; Heart rate measurement; Image color analysis; Lighting; Principal component analysis; Video sequences;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2015 12th International Conference on
Conference_Location :
Hua Hin
DOI :
10.1109/ECTICon.2015.7206971