A reproducible study on remote heart rate measurement
| Type of publication: | Journal paper |
| Citation: | Heusch_ARXIV_2017 |
| Publication status: | Published |
| Journal: | arXiv |
| Year: | 2017 |
| Month: | September |
| URL: | https://arxiv.org/abs/1709.009... |
| Abstract: | This paper studies the problem of reproducible research in remote photoplethysmography (rPPG). Most of the work published in this domain is assessed on privately-owned databases, making it difficult to evaluate proposed algorithms in a standard and principled manner. As a consequence, we present a new, publicly available database containing a relatively large number of subjects recorded under two different lighting conditions. Also, three state-of-the-art rPPG algorithms from the literature were selected, implemented and released as open source free software. After a thorough, unbiased experimental evaluation in various settings, it is shown that none of the selected algorithms is precise enough to be used in a real-world scenario. |
| Keywords: | |
| Projects: |
Idiap COHFACE |
| Authors: | |
| Added by: | [UNK] |
| Total mark: | 0 |
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