LGI-rPPG-Net: A shallow encoder-decoder model for rPPG signal estimation from facial video streams
(2023)
Journal Article
Chowdhury, M. H., Chowdhury, M. E., Reaz, M. B. I., Md Ali, S. H., Rakhtala, S. M., Murugappan, M., …Khandakar, A. (2024). LGI-rPPG-Net: A shallow encoder-decoder model for rPPG signal estimation from facial video streams. Biomedical Signal Processing and Control, 89, Article 105687. https://doi.org/10.1016/j.bspc.2023.105687
A method to accurately estimate physiological signals from video streams at a minimal cost is invaluable. The importance of such a technique in pre-clinical health monitoring cannot be understated. Remote photoplethysmography (rPPG) can be used as a... Read More about LGI-rPPG-Net: A shallow encoder-decoder model for rPPG signal estimation from facial video streams.