DocumentCode :
107846
Title :
Remote Detection of Photoplethysmographic Systolic and Diastolic Peaks Using a Digital Camera
Author :
McDuff, Daniel ; Gontarek, Sarah ; Picard, Rosalind W.
Author_Institution :
Media Lab., Massachusetts Inst. of Technol., Cambridge, MA, USA
Volume :
61
Issue :
12
fYear :
2014
fDate :
Dec. 2014
Firstpage :
2948
Lastpage :
2954
Abstract :
We present a new method for measuring photoplethysmogram signals remotely using ambient light and a digital camera that allows for accurate recovery of the waveform morphology (from a distance of 3 m). In particular, we show that the peak-to-peak time between the systolic peak and diastolic peak/inflection can be automatically recovered using the second-order derivative of the remotely measured waveform. We compare measurements from the face with those captured using a contact fingertip sensor and show high agreement in peak and interval timings. Furthermore, we show that results can be significantly improved using orange, green, and cyan color channels compared to the tradition red, green, and blue channel combination. The absolute error in interbeat intervals was 26 ms and the absolute error in mean systolic-diastolic peak-to-peak times was 12 ms. The mean systolic-diastolic peak-to-peak times measured using the contact sensor and the camera were highly correlated, ρ = 0.94 (p <; 0.001). The results were obtained with a camera frame-rate of only 30 Hz. This technology has significant potential for advancing healthcare.
Keywords :
biomedical optical imaging; cameras; health care; medical disorders; photoplethysmography; ambient light; camera frame rate; contact fingertip sensor; contact sensor; cyan color channels; digital camera; green color channels; healthcare; interbeat intervals; mean systolic-diastolic peak-peak times; orange color channels; photoplethysmogram signals; photoplethysmographic diastolic peaks; photoplethysmographic systolic peaks; remote detection; remotely measured waveform; second-order derivative; waveform morphology; Biomedical measurement; Digital cameras; Heart rate variability; Morphology; Photoplethysmography; Blood volume pulse; heart rate variability; morphology; remote;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2014.2340991
Filename :
6863634
Link To Document :
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