Remote PPG for heart rate monitoring: lighting conditions and camera shutter time

R. Van Esch; K. Ebrahimkheil; I. Cramer; W. Wang; T. Kaandorp; F. Sammali; A. Dierick; C. Kloeze; C. Verstappen; M. Van 't Veer; L. Montenij; L. Dekker; A. Bouwman; E. Korsten; J. W. M. Bergmans; S. Stuijk; S. Zinger

Remote PPG for heart rate monitoring: lighting conditions and camera shutter time

R. Van Esch
, K. Ebrahimkheil
, I. Cramer
, W. Wang
, T. Kaandorp
, F. Sammali
, A. Dierick
, C. Kloeze
, C. Verstappen
, M. Van 't Veer
, L. Montenij
, L. Dekker
, A. Bouwman
, E. Korsten
, J. W. M. Bergmans
, S. Stuijk
, S. Zinger

Digitale besluitvorming voor patient en professional

Research output: Contribution to conference › Paper › Scientific › peer-review

Abstract

We investigate the effect of lighting conditions and
camera shutter time on heart rate measurement using remote
photoplethysmography (remote-PPG) on healthy volunteers in a simulated ICU setting. In the used range of lighting conditions (132-548 lux), there exists a range of shutter times (5-32 ms), in which a mean 3 beats-per-minute (BPM) agreement of 90-100% with the contact PPG sensor is achieved. This range is limited by the saturation of the skin pixels. These results indicate that shutter time control is unnecessary beyond avoiding saturation.

Clinical Relevance— Replacing spot checks by continuous
monitoring in a hospital will lead to timely detection of adverse events. Technologies for remote-PPG will allow continuous monitoring in a clinical setting.

Original language	English
Number of pages	1
Publication status	Published - 2021
Event	43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society - , Mexico Duration: 1 Nov 2021 → 5 Nov 2021 https://embc.embs.org/2021/

Conference

Conference	43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Abbreviated title	EMBC 2021
Country/Territory	Mexico
Period	1/11/21 → 5/11/21
Internet address	https://embc.embs.org/2021/

Access to Document

https://www.paperhost.org/proceedings/embs/EMBC21/files/2194.pdf

Cite this

Van Esch, R., Ebrahimkheil, K., Cramer, I., Wang, W., Kaandorp, T., Sammali, F., Dierick, A., Kloeze, C., Verstappen, C., Van 't Veer, M., Montenij, L., Dekker, L., Bouwman, A., Korsten, E., Bergmans, J. W. M., Stuijk, S., & Zinger, S. (2021). Remote PPG for heart rate monitoring: lighting conditions and camera shutter time. Paper presented at 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Mexico. https://www.paperhost.org/proceedings/embs/EMBC21/files/2194.pdf

@conference{184e823a69154581a2b7e9c5cafb55d4,

title = "Remote PPG for heart rate monitoring: lighting conditions and camera shutter time",

abstract = "We investigate the effect of lighting conditions and camera shutter time on heart rate measurement using remote photoplethysmography (remote-PPG) on healthy volunteers in a simulated ICU setting. In the used range of lighting conditions (132-548 lux), there exists a range of shutter times (5-32 ms), in which a mean 3 beats-per-minute (BPM) agreement of 90-100\% with the contact PPG sensor is achieved. This range is limited by the saturation of the skin pixels. These results indicate that shutter time control is unnecessary beyond avoiding saturation. Clinical Relevance{\textemdash} Replacing spot checks by continuous monitoring in a hospital will lead to timely detection of adverse events. Technologies for remote-PPG will allow continuous monitoring in a clinical setting.",

author = "\{Van Esch\}, R. and K. Ebrahimkheil and I. Cramer and W. Wang and T. Kaandorp and F. Sammali and A. Dierick and C. Kloeze and C. Verstappen and \{Van 't Veer\}, M. and L. Montenij and L. Dekker and A. Bouwman and E. Korsten and Bergmans, \{J. W. M.\} and S. Stuijk and S. Zinger",

note = "Abstract; 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society ; Conference date: 01-11-2021 Through 05-11-2021",

year = "2021",

language = "English",

url = "https://embc.embs.org/2021/",

}

Van Esch, R, Ebrahimkheil, K, Cramer, I, Wang, W, Kaandorp, T, Sammali, F, Dierick, A, Kloeze, C, Verstappen, C, Van 't Veer, M, Montenij, L, Dekker, L, Bouwman, A, Korsten, E, Bergmans, JWM, Stuijk, S & Zinger, S 2021, 'Remote PPG for heart rate monitoring: lighting conditions and camera shutter time', Paper presented at 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Mexico, 1/11/21 - 5/11/21. <https://www.paperhost.org/proceedings/embs/EMBC21/files/2194.pdf>

TY - CONF

T1 - Remote PPG for heart rate monitoring: lighting conditions and camera shutter time

AU - Van Esch, R.

AU - Ebrahimkheil, K.

AU - Cramer, I.

AU - Wang, W.

AU - Kaandorp, T.

AU - Sammali, F.

AU - Dierick, A.

AU - Kloeze, C.

AU - Verstappen, C.

AU - Van 't Veer, M.

AU - Montenij, L.

AU - Dekker, L.

AU - Bouwman, A.

AU - Korsten, E.

AU - Bergmans, J. W. M.

AU - Stuijk, S.

AU - Zinger, S.

N1 - Abstract

PY - 2021

Y1 - 2021

N2 - We investigate the effect of lighting conditions and camera shutter time on heart rate measurement using remote photoplethysmography (remote-PPG) on healthy volunteers in a simulated ICU setting. In the used range of lighting conditions (132-548 lux), there exists a range of shutter times (5-32 ms), in which a mean 3 beats-per-minute (BPM) agreement of 90-100% with the contact PPG sensor is achieved. This range is limited by the saturation of the skin pixels. These results indicate that shutter time control is unnecessary beyond avoiding saturation. Clinical Relevance— Replacing spot checks by continuous monitoring in a hospital will lead to timely detection of adverse events. Technologies for remote-PPG will allow continuous monitoring in a clinical setting.

AB - We investigate the effect of lighting conditions and camera shutter time on heart rate measurement using remote photoplethysmography (remote-PPG) on healthy volunteers in a simulated ICU setting. In the used range of lighting conditions (132-548 lux), there exists a range of shutter times (5-32 ms), in which a mean 3 beats-per-minute (BPM) agreement of 90-100% with the contact PPG sensor is achieved. This range is limited by the saturation of the skin pixels. These results indicate that shutter time control is unnecessary beyond avoiding saturation. Clinical Relevance— Replacing spot checks by continuous monitoring in a hospital will lead to timely detection of adverse events. Technologies for remote-PPG will allow continuous monitoring in a clinical setting.

M3 - Paper

T2 - 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Y2 - 1 November 2021 through 5 November 2021

ER -