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An unobtrusive stress detection software: Protocol design to assess the reliability of video plethysmography

2021-12Conference object Open access
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dc.contributor.authorFerreira, Simão
dc.contributor.authorRodrigues, Matilde
dc.contributor.authorCampos, Carlos
dc.contributor.authorRocha, Nuno
dc.date.accessioned2022-02-15T12:07:22Z
dc.date.available2022-02-15T12:07:22Z
dc.date.issued2021-12
dc.description.abstractSoftware solutions for stress detection have been emerging. Existing solutions still largely rely on supervised learning methods, requiring extremely large sets of labeled data for each situation. Stress assessment using video plethysmography is a recent method that needs further investigation. The room lighting conditions and the person’s movement have been identified as the main barriers to the software progression. Thus, it is necessary to build a laboratory pilot that will take into account these difficulties. 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 blinking).pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationFerreira, S., Rodrigues, M., Campos, C., & Rocha, N. (2022). An unobtrusive stress detection software: Protocol design to assess the reliability of video plethysmography. Safety and Health at Work, 13, S309. https://doi.org/https://doi.org/10.1016/j.shaw.2021.12.1718pt_PT
dc.identifier.doi10.1016/j.shaw.2021.12.1718pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.22/19981
dc.language.isoengpt_PT
dc.publisherElsevierpt_PT
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S2093791121018175?dgcid=raven_sd_search_emailpt_PT
dc.titleAn unobtrusive stress detection software: Protocol design to assess the reliability of video plethysmographypt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.citation.endPageS309pt_PT
oaire.citation.startPageS309pt_PT
oaire.citation.titleSafety and Health at Workpt_PT
oaire.citation.volume13pt_PT
person.familyNameFerreira
person.familyNameRodrigues
person.familyNameCampos
person.familyNameRocha
person.givenNameSimão
person.givenNameMatilde
person.givenNameCarlos
person.givenNameNuno
person.identifier2680796
person.identifier192266
person.identifier.ciencia-idB11E-1BD3-5F34
person.identifier.ciencia-id5110-3A70-C3F3
person.identifier.ciencia-idB518-6A52-D50F
person.identifier.ciencia-idAE16-A494-5F8B
person.identifier.orcid0000-0001-8233-2217
person.identifier.orcid0000-0001-6175-6934
person.identifier.orcid0000-0002-5966-4050
person.identifier.orcid0000-0002-3139-2786
person.identifier.ridN-7022-2015
person.identifier.ridM-9821-2013
person.identifier.scopus-author-id57359736400
person.identifier.scopus-author-id55485977900
person.identifier.scopus-author-id56567519500
person.identifier.scopus-author-id32867975300
rcaap.rightsopenAccesspt_PT
rcaap.typeconferenceObjectpt_PT
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