%Aigaion2 BibTeX export from Idiap Publications %Saturday 21 December 2024 06:16:30 PM @ARTICLE{Heusch_ARXIV_2017, author = {Heusch, Guillaume and Anjos, Andr{\'{e}} and Marcel, S{\'{e}}bastien}, projects = {Idiap, COHFACE}, month = sep, title = {A reproducible study on remote heart rate measurement}, journal = {arXiv}, year = {2017}, url = {https://arxiv.org/abs/1709.00962}, 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.}, pdf = {https://publications.idiap.ch/attachments/papers/2017/Heusch_ARXIV_2017.pdf} }