title: On the benefits of alternative color spaces for noncontact heart rate measurements using standard red-green-blue cameras.
abstract: Existing video plethysmography methods use standard red-green-blue (sRGB) video recordings of the facial region to estimate heart pulse rate without making contact with the person being monitored. Methods achieving high estimation accuracy require considerable signal-processing power and result in significant processing latency. High processing power and latency are limiting factors when real-time pulse rate estimation is required or when the sensing platform has no access to high processing power. We investigate the use of alternative color spaces derived from sRGB video recordings as a fast light-weight alternative to pulse rate estimation. We consider seven color spaces and compare their performance with state-of-the-art algorithms that use independent component analysis. The comparison is performed over a dataset of 41 video recordings from subjects of varying skin tone and age. Results indicate that the hue channel provides better estimation accuracy using extremely low computation power and with practically no latency.
authors: Gill R
authors: GR
authors: Tsouri
authors: Zheng
authors: Z
authors: Li
mesh_terms: D000293:Adolescent; D000328:Adult; D000465:Algorithms; D003116:Color; D003124:Colorimetry / Q000295:instrumentation / Q000379:methods*; D003935:Diagnostic Techniques, Cardiovascular / Q000295:instrumentation; D004867:Equipment Design; D019544:Equipment Failure Analysis; D005260:Female; D006339:Heart Rate / Q000502:physiology*; D006801:Humans; D007089:Image Enhancement / Q000379:methods; D007090:Image Interpretation, Computer-Assisted / Q000379:methods*; D008297:Male; D008875:Middle Aged; D010781:Photography / Q000295:instrumentation / Q000379:methods*; D017156:Photoplethysmography / Q000295:instrumentation / Q000379:methods*; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D014741:Video Recording / Q000295:instrumentation / Q000379:methods*; D055815:Young Adult