articleIEEE Transactions on Biomedical EngineeringSep 13, 2016GREEN OA

Algorithmic Principles of Remote PPG

Eindhoven University of Technology · Philips (Finland)

PubMed
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Abstract

This paper introduces a mathematical model that incorporates the pertinent optical and physiological properties of skin reflections with the objective to increase our understanding of the algorithmic principles behind remote photoplethysmography (rPPG). The model is used to explain the different choices that were made in existing rPPG methods for pulse extraction. The understanding that comes from the model can be used to design robust or application-specific rPPG solutions. We illustrate this by designing an alternative rPPG method, where a projection plane orthogonal to the skin tone is used for pulse extraction. A large benchmark on the various discussed rPPG methods shows that their relative merits can…

Citation impact

1,170
total citations
FWCI
23.45
Percentile
100%
References
21
Citations per year

Authors

4

Topics & keywords

Keywords
  • Photoplethysmogram
  • Benchmark (surveying)
  • Computer science
  • Artificial intelligence
  • Projection (relational algebra)
  • Pulse (music)
  • Machine learning
  • Computer vision
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