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Validation of a video-based system to determine heart rate for stress monitoring

dc.contributor.authorFerreira, Simão
dc.contributor.authorRodrigues, Matilde
dc.contributor.authorRocha, Nuno
dc.date.accessioned2023-12-11T16:09:27Z
dc.date.available2023-12-11T16:09:27Z
dc.date.issued2022
dc.description.abstractStudies estimate that about 50% of all lost workdays are related to occupational stress. Academic researchers have been using heart rate variability (HRV) as an indicator of stress. As a way of providing the needed heart rate data, an unobtrusive approach points to video plethysmography, being a recent method that needs further investigation and validation. Specific barriers such as room lighting conditions and face movement have been identified as the main risks for software progression. The present chapter presents a validation protocol of a video-based system to determine heart rate for stress monitoring, under different illuminance levels and position conditions. We present an in-depth protocol on how to assess the reliability of a video facial recognition software on collecting physiological data (heart rate), and our software results when compared to the gold standard, Electrocardiogram (ECG).pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationFerreira, S., Rodrigues, M., & Rocha, N. (2022). Validation of a Video-based System to Determine Heart Rate for Stress Monitoring. Safety Management and Human Factors, 64(64). https://doi.org/10.54941/ahfe1002621pt_PT
dc.identifier.doi10.54941/ahfe1002621pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.22/24134
dc.language.isoengpt_PT
dc.publisherAHFEpt_PT
dc.relationITEA3 and Compete 2020 - POCI-01-0247-FEDER-046168|Lisboa-01-0247-FEDER- 046168pt_PT
dc.relation.publisherversionhttps://openaccess.cms-conferences.org/publications/book/978-1-958651-40-7/article/978-1-958651-40-7_0pt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectVideopletismographypt_PT
dc.subjectVideo monitoringpt_PT
dc.subjectStress detectionpt_PT
dc.subjectValidationpt_PT
dc.subjectLaboratorial researchpt_PT
dc.titleValidation of a video-based system to determine heart rate for stress monitoringpt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage5pt_PT
oaire.citation.startPage1pt_PT
oaire.citation.titleProceedings of 13th AHFE international conference on Safety Management and Human Factorspt_PT
oaire.citation.volume64pt_PT
person.familyNameFerreira
person.familyNameRodrigues
person.familyNameRocha
person.givenNameSimão
person.givenNameMatilde
person.givenNameNuno
person.identifier2680796
person.identifier.ciencia-idB11E-1BD3-5F34
person.identifier.ciencia-id5110-3A70-C3F3
person.identifier.orcid0000-0001-8233-2217
person.identifier.orcid0000-0001-6175-6934
person.identifier.orcid0000-0002-8472-2603
person.identifier.ridN-7022-2015
person.identifier.scopus-author-id57359736400
person.identifier.scopus-author-id55485977900
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication0bd5b0fc-6849-4f36-b751-87e7f4c81eff
relation.isAuthorOfPublication8ddb200d-027c-40ca-8ca4-7e3a5981bcb1
relation.isAuthorOfPublication7809ef89-8994-4ef1-a1e4-92fe46b0da89
relation.isAuthorOfPublication.latestForDiscovery7809ef89-8994-4ef1-a1e4-92fe46b0da89

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