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dc.contributor.authorHernandez, Javier
dc.contributor.authorLi, Yin
dc.contributor.authorRehg, James M.
dc.contributor.authorPicard, Rosalind W.
dc.date.accessioned2015-06-23T14:18:25Z
dc.date.available2015-06-23T14:18:25Z
dc.date.issued2014-11
dc.identifier.citationJ. Hernandez, Yin Li, J. M. Rehg and R. W. Picard. "BioGlass: Physiological Parameter Estimation Using a Head-mounted Wearable Device." In 2014 EAI 4th International Conference on Wireless Mobile Communication and Healthcare (MOBIHEALTH 2014), Nov. 2014, pp. 55-58, Athens, Greece.en_US
dc.identifier.urihttp://hdl.handle.net/1853/53666
dc.description© 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works.en_US
dc.descriptionDOI: 10.1109/MOBIHEALTH.2014.7015908
dc.description.abstractThis work explores the feasibility of using sensors embedded in Google Glass, a head-mounted wearable device, to measure physiological signals of the wearer. In particular, we develop new methods to use Glass’s accelerometer, gyroscope, and camera to extract pulse and respiratory rates of 12 participants during a controlled experiment. We show it is possible to achieve a mean absolute error of 0.83 beats per minute (STD: 2.02) for heart rate and 1.18 breaths per minute (STD: 2.04) for respiration rate when considering different combinations of sensors. These results included testing across sitting, supine, and standing still postures before and after physical exercise.en_US
dc.language.isoen_USen_US
dc.publisherGeorgia Institute of Technologyen_US
dc.subjectAccelererometeren_US
dc.subjectBallistocardiogramen_US
dc.subjectBlood volume pulseen_US
dc.subjectCameraen_US
dc.subjectDaily life monitoringen_US
dc.subjectGyroscopeen_US
dc.subjectHead mounted wearable deviceen_US
dc.subjectHeart rateen_US
dc.subjectRespiration rateen_US
dc.titleBioGlass: Physiological Parameter Estimation Using a Head - mounted Wearable Deviceen_US
dc.typeProceedingsen_US
dc.contributor.corporatenameGeorgia Institute of Technology. Institute for Robotics and Intelligent Machinesen_US
dc.contributor.corporatenameGeorgia Institute of Technology. College of Computingen_US
dc.contributor.corporatenameGeorgia Institute of Technology. School of Interactive Computingen_US
dc.contributor.corporatenameMassachusetts Institute of Technology. Media Laboratoryen_US
dc.publisher.originalInstitute of Electrical and Electronics Engineers
dc.identifier.doi10.1109/MOBIHEALTH.2014.7015908
dc.embargo.termsnullen_US


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