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dc.contributor.authorGupta, Otkrist
dc.contributor.authorMcDuff, Daniel
dc.contributor.authorRaskar, Ramesh
dc.date.accessioned2022-01-11T14:01:42Z
dc.date.available2021-11-10T13:06:17Z
dc.date.available2022-01-11T14:01:42Z
dc.date.issued2016-06
dc.identifier.urihttps://hdl.handle.net/1721.1/138100.2
dc.description.abstract© 2016 IEEE. Remote physiological measurement has widespread implications in healthcare and affective computing. This paper presents an efficient system for remotely measuring heart rate and heart rate variability using multiple low-cost digital cameras in real-time. We combine an RGB camera, monochrome camera with color filter and a thermal camera to recover the blood volume pulse (BVP). We show that using multiple cameras in synchrony yields the most accurate recovery of the BVP signal. The RGB combination is not optimal. We show that the thermal camera improves performance of measurement under dynamic ambient lighting but the thermal camera alone is not enough and accuracy can be improved by adding more spectral channels. We present a real-time prototype that allows accurate physiological measurement combined with a novel user interface to visualize changes in heart rate and heart rate variability. Finally, we propose how this system might be used for applications such as patient monitoring.en_US
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en_US
dc.relation.isversionof10.1109/CVPRW.2016.46en_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.titleReal-Time Physiological Measurement and Visualization Using a Synchronized Multi-camera Systemen_US
dc.typeArticleen_US
dc.identifier.citationGupta, Otkrist, McDuff, Daniel and Raskar, Ramesh. 2016. "Real-Time Physiological Measurement and Visualization Using a Synchronized Multi-camera System."en_US
dc.contributor.departmentMassachusetts Institute of Technology. Media Laboratoryen_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/ConferencePaperen_US
eprint.statushttp://purl.org/eprint/status/NonPeerRevieweden_US
dc.date.updated2019-08-02T12:31:29Z
dspace.date.submission2019-08-02T12:31:37Z
mit.metadata.statusPublication Information Neededen_US


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