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dc.contributor.authorMcDuff, Daniel Jonathan
dc.contributor.authorGontarek, Sarah
dc.contributor.authorPicard, Rosalind W.
dc.date.accessioned2017-05-17T15:37:05Z
dc.date.available2017-05-17T15:37:05Z
dc.date.issued2014-05
dc.identifier.issn0018-9294
dc.identifier.issn1558-2531
dc.identifier.urihttp://hdl.handle.net/1721.1/109145
dc.description.abstractRemote measurement of the blood volume pulse via photoplethysmography (PPG) using digital cameras and ambient light has great potential for healthcare and affective computing. However, traditional RGB cameras have limited frequency resolution. We present results of PPG measurements from a novel five band camera and show that alternate frequency bands, in particular an orange band, allowed physiological measurements much more highly correlated with an FDA approved contact PPG sensor. In a study with participants (n = 10) at rest and under stress, correlations of over 0.92 (p <; 0.01) were obtained for heart rate, breathing rate, and heart rate variability measurements. In addition, the remotely measured heart rate variability spectrograms closely matched those from the contact approach. The best results were obtained using a combination of cyan, green, and orange (CGO) bands; incorporating red and blue channel observations did not improve performance. In short, RGB is not optimal for this problem: CGO is better. Incorporating alternative color channel sensors should not increase the cost of such cameras dramatically.en_US
dc.language.isoen_US
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en_US
dc.relation.isversionofhttp://dx.doi.org/10.1109/TBME.2014.2323695en_US
dc.rightsCreative Commons Attribution-Noncommercial-Share Alikeen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/en_US
dc.sourceMIT web domainen_US
dc.titleImprovements in Remote Cardiopulmonary Measurement Using a Five Band Digital Cameraen_US
dc.typeArticleen_US
dc.identifier.citationMcDuff, Daniel; Gontarek, Sarah and Picard, Rosalind W. “Improvements in Remote Cardiopulmonary Measurement Using a Five Band Digital Camera.” IEEE Transactions on Biomedical Engineering 61, no. 10 (October 2014): 2593–2601. © 2014 Institute of Electrical and Electronics Engineers (IEEE)en_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Electrical Engineering and Computer Scienceen_US
dc.contributor.departmentMassachusetts Institute of Technology. Media Laboratoryen_US
dc.contributor.mitauthorMcDuff, Daniel Jonathan
dc.contributor.mitauthorGontarek, Sarah
dc.contributor.mitauthorPicard, Rosalind W.
dc.relation.journalIEEE Transactions on Biomedical Engineeringen_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dspace.orderedauthorsMcDuff, Daniel; Gontarek, Sarah; Picard, Rosalind W.en_US
dspace.embargo.termsNen_US
dc.identifier.orcidhttps://orcid.org/0000-0002-5661-0022
mit.licenseOPEN_ACCESS_POLICYen_US
mit.metadata.statusComplete


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