Impairing factors in remote-PPG pulse transit time measurements on the face

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2 Citaten (Scopus)

Samenvatting

The time it takes for a pulse wave to propagate between two arterial sites-i.e., the pulse transit time (PTT)-has received considerable attention as a marker of aortic stiffness and as a surrogate for blood pressure. However, obtrusiveness and manual intervention requirements render conventional PTT measurement methods inappropriate for ubiquitous monitoring. In this regard, high-speed camera systems are interesting alternatives. Recognizably, a technical breakthrough would be estimating PTT with a relatively inexpensive RGB camera pointed at the face only. A simple means to do this is determining the phase shift (PS) between photoplethysmographic (PPG) signals extracted at collocated skin pixels. In this paper, we show that the validity of this approach is threatened by skin variability. We analysed simultaneous video recordings of the neck and face in 21 subjects (ages, 33 ± 11 yrs). These were used to extract PPG signals at the face and skin motion (sMOT) signals at the vicinity of the carotid artery. Using sMOT as reference signal, we show that the pressure wave undergoes delay and frequency leakage as it propagates across the arterial tree; the extent of propagation distortion is subject-dependent and place PPG-based estimations at a disadvantage in comparison with PTTs measured at the arterial level. Awareness is further raised for the site-dependency of PS outcomes by the provision of facial PPG-phase maps and collocated PPG signals. Lastly, impairments due to waveform dissimilarity are demonstrated under exercise-induced PTT changes. In conclusion, PS is unsuitable for PTT measurements at the face.

Originele taal-2Engels
TitelProceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's1439-1447
Aantal pagina's9
ISBN van elektronische versie978-1-5386-6100-0
DOI's
StatusGepubliceerd - 13 dec 2018
Evenement31st Meeting of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018 - Salt Lake City, Verenigde Staten van Amerika
Duur: 18 jun 201822 jun 2018

Congres

Congres31st Meeting of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018
LandVerenigde Staten van Amerika
StadSalt Lake City
Periode18/06/1822/06/18

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Citeer dit

Moco, A., Stuijk, S., van Gastel, M., & de Haan, G. (2018). Impairing factors in remote-PPG pulse transit time measurements on the face. In Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018 (blz. 1439-1447). [8575341] Piscataway: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CVPRW.2018.00184