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Contactless video-based photoplethysmography technique comparison investigating pulse transit time estimation of arterial blood pressure

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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Abstract

Background: Non-contact measurement of physiological vital signs, such as blood pressure (BP), by video-based photoplethysmography (vPPG) is a potential means for remote health monitoring. However, the signal-to-noise ratio of cardiovascular signals within the vPPG is very low.

Objective: This study investigates the potential of BP estimation from vPPG.

Methods: In 10 healthy volunteers (4 females, 28 ± 7 years), continuous electrocardiogram, finger BP and video of the face and palm of the hand were recorded. BP was varied by isometric hand grip exercise and leg ischemia. Four vPPG methods were compared: (i) averages of the green (GREEN) color intensity; (ii) the best linear combination of color channels using independent component analysis (ICA); (iii) a linear combination of chrominance-based (CHROM) signal by standardizing the skin color profile; (iv) plane orthogonal to the skin tone (POS) as vPPG signal. These were applied to 14 regions of interest (ROIs) on the face and 5 ROIs on the palm. Pulse transit time (PTT) between ROIs, for all permutations, were calculated and the correlation with BP quantified.

Results: A significant, negative PTT-BP correlation was defined as success. A maximum success rate of 80% was achieved, occurring for the GREEN, POS and ICA methods only for specific ROIs within the face, but not for any permutation using the hand.

Conclusions: These results indicate that the use of vPPG for estimation of BP will be challenging. A combination of different vPPG methods and within-face ROIs may yield useful information.
Original languageEnglish
Title of host publication43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society
Place of PublicationUnited States
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages5650-5653
Number of pages4
ISBN (Electronic)9781728111797
ISBN (Print)9781728111803
DOIs
Publication statusPublished - Nov 2021
Event43rd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2021 - Virtual, Mexico
Duration: 1 Nov 2021 → 5 Nov 2021

Publication series

NameProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Volume2021-January
ISSN (Print)1557-170X

Conference

Conference43rd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2021
Country/TerritoryMexico
CityVirtual
Period1/11/21 → 5/11/21

Keywords

  • cuffless blood pressure
  • pulse arrival time
  • pulse transit time
  • video-based photoplethysmography

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