High-resolution motion-compensated imaging photoplethysmography for remote heart rate monitoring

作者: Audrey Chung , Xiao Yu Wang , Robert Amelard , Christian Scharfenberger , Joanne Leong

DOI: 10.1117/12.2078397

关键词:

摘要: We present a novel non-contact photoplethysmographic (PPG) imaging system based on high-resolution video recordings of ambient reflectance human bodies that compensates for body motion and takes advantage skin erythema fluctuations to improve measurement reliability the purpose remote heart rate monitoring. A single location recording is automatically identified an individual, determined over time via tracking. Based information motion-compensated measurements at different wavelengths can be acquired, thus providing more reliable same time. The used determine time, resulting in capture PPG signal with high signal-to-noise ratio. To test efficacy proposed system, set experiments involving front-facing position were performed under natural light. experimental results demonstrated achieve noticeably improved average accuracy when compared previously systems.

参考文章(10)
Markus Huelsbusch, Vladimir Blazek, Contactless mapping of rhythmical phenomena in tissue perfusion using PPGI Medical Imaging 2002: Physiology and Function from Multidimensional Images. ,vol. 4683, pp. 110- 117 ,(2002) , 10.1117/12.463573
F. P. Wieringa, F. Mastik, A. F. W. van der Steen, Contactless multiple wavelength photoplethysmographic imaging: a first step toward "SpO2 camera" technology. Annals of Biomedical Engineering. ,vol. 33, pp. 1034- 1041 ,(2005) , 10.1007/S10439-005-5763-2
Ming-Zher Poh, Daniel J. McDuff, Rosalind W. Picard, Non-contact, automated cardiac pulse measurements using video imaging and blind source separation. Optics Express. ,vol. 18, pp. 10762- 10774 ,(2010) , 10.1364/OE.18.010762
Hao-Yu Wu, Michael Rubinstein, Eugene Shih, John Guttag, Frédo Durand, William Freeman, Eulerian video magnification for revealing subtle changes in the world international conference on computer graphics and interactive techniques. ,vol. 31, pp. 65- ,(2012) , 10.1145/2185520.2185561
Georgios N. Stamatas, Barbara Z. Zmudzka, Nikiforos Kollias, Janusz Z. Beer, Non-invasive measurements of skin pigmentation in situ. Pigment Cell Research. ,vol. 17, pp. 618- 626 ,(2004) , 10.1111/J.1600-0749.2004.00204.X
Ming-Zher Poh, Daniel J McDuff, Rosalind W Picard, Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam IEEE Transactions on Biomedical Engineering. ,vol. 58, pp. 7- 11 ,(2011) , 10.1109/TBME.2010.2086456
Richard Y. Ha, Kimihiro Nojima, William P. Adams, Spencer A. Brown, Analysis of facial skin thickness: defining the relative thickness index. Plastic and Reconstructive Surgery. ,vol. 115, pp. 1769- 1773 ,(2005) , 10.1097/01.PRS.0000161682.63535.9B
Kenneth Humphreys, Tomas Ward, Charles Markham, Noncontact simultaneous dual wavelength photoplethysmography: a further step toward noncontact pulse oximetry. Review of Scientific Instruments. ,vol. 78, pp. 044304- ,(2007) , 10.1063/1.2724789
P. Viola, M. Jones, Rapid object detection using a boosted cascade of simple features computer vision and pattern recognition. ,vol. 1, pp. 511- 518 ,(2001) , 10.1109/CVPR.2001.990517
C. Tomasi, Detection and Tracking of Point Features CMU Tech. Rep. ,vol. 1, ,(1991)