Title :
Improvements in Remote Cardiopulmonary Measurement Using a Five Band Digital Camera
Author :
McDuff, Daniel ; Gontarek, Sarah ; Picard, Rosalind W.
Author_Institution :
Media Lab., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
Remote measurement of the blood volume pulse via photoplethysmography (PPG) using digital cameras and ambient light has great potential for healthcare and affective computing. However, traditional RGB cameras have limited frequency resolution. We present results of PPG measurements from a novel five band camera and show that alternate frequency bands, in particular an orange band, allowed physiological measurements much more highly correlated with an FDA approved contact PPG sensor. In a study with participants (n = 10) at rest and under stress, correlations of over 0.92 (p <; 0.01) were obtained for heart rate, breathing rate, and heart rate variability measurements. In addition, the remotely measured heart rate variability spectrograms closely matched those from the contact approach. The best results were obtained using a combination of cyan, green, and orange (CGO) bands; incorporating red and blue channel observations did not improve performance. In short, RGB is not optimal for this problem: CGO is better. Incorporating alternative color channel sensors should not increase the cost of such cameras dramatically.
Keywords :
biomedical telemetry; blood flow measurement; cameras; cardiology; health care; image sensors; medical signal processing; photoplethysmography; pneumodynamics; remote sensing; FDA approved contact PPG sensor; PPG measurement; affective computing; alternate frequency bands; alternative color channel sensors; ambient light; blood volume; blue channel observations; breathing rate; cyan bands; digital cameras; five band camera; five band digital camera; green bands; healthcare; heart rate variability measurement; heart rate variability spectrograms; limited frequency resolution; orange bands; photoplethysmography; physiological measurement; red channel observations; remote cardiopulmonary measurement; traditional RGB cameras; Atmospheric measurements; Biomedical measurement; Cameras; Frequency measurement; Heart rate variability; Particle measurements; Blood volume pulse (BVP); heart rate variability (HRV); photoplethysmography (PPG); remote sensing;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2014.2323695