Publicação
Hyperspectral imaging database of human facial skin
| Resumo: | The perceived color of human skin is the result of the interaction of environmental lighting with the skin. Only by resorting to human skin spectral reflectance, it is possible to obtain physical outcomes of this interaction. The purpose of this work was to provide a cured and validated database of hyperspectral images of human faces, useful for several applications, such as psychophysics-based research, object recognition, and material modeling. The hyperspectral imaging data from 29 human faces with different skin tones and sexes, under constant lighting and controlled movements, were described and characterized. Each hyperspectral image, which comprised spectral reflectance of the whole face from 400 to 720 nm in 10 nm steps at each pixel, was analyzed between and within nine facial positions located at different areas of the face. Simultaneously, spectral measurements at the same nine facial positions using conventional local point and/or contact devices were used to ascertain the data. It was found that the spectral reflectance profile changed between skin tones, subjects, and facial locations. Important local variations of the spectral reflectance profile showed that extra care is needed when considering average values from conventional devices at the same area of measurement. |
|---|---|
| Autores principais: | Gomes, Andreia Esteves |
| Outros Autores: | Nascimento, S. M. C.; Linhares, João M. M. |
| Assunto: | Colorimetry Human faces Hyperspectral imaging Skin color Spectral reflectance Spectrophotometry Spectroradiometry |
| Ano: | 2024 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade do Minho |
| Idioma: | inglês |
| Origem: | RepositóriUM - Universidade do Minho |
| _version_ | 1867438523865366528 |
|---|---|
| author | Gomes, Andreia Esteves |
| author2 | Nascimento, S. M. C. Linhares, João M. M. |
| author2_role | author author |
| author_facet | Gomes, Andreia Esteves Nascimento, S. M. C. Linhares, João M. M. |
| author_role | author |
| contributor_name_str_mv | RepositóriUM - Universidade do Minho |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Gomes, Andreia Esteves\"},{\"Person.name\":\"Nascimento, S. M. C.\"},{\"Person.name\":\"Linhares, João M. M.\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | RepositóriUM - Universidade do Minho |
| datacite.creators.creator.creatorName.fl_str_mv | Gomes, Andreia Esteves Nascimento, S. M. C. Linhares, João M. M. |
| datacite.date.Accepted.fl_str_mv | 2024-09-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2025-07-01T07:26:01Z |
| datacite.date.embargoed.fl_str_mv | 2025-07-01T07:26:01Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Colorimetry Human faces Hyperspectral imaging Skin color Spectral reflectance Spectrophotometry Spectroradiometry |
| datacite.titles.title.fl_str_mv | Hyperspectral imaging database of human facial skin |
| dc.contributor.none.fl_str_mv | RepositóriUM - Universidade do Minho |
| dc.creator.none.fl_str_mv | Gomes, Andreia Esteves Nascimento, S. M. C. Linhares, João M. M. |
| dc.date.Accepted.fl_str_mv | 2024-09-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2025-07-01T07:26:01Z |
| dc.date.embargoed.fl_str_mv | 2025-07-01T07:26:01Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://hdl.handle.net/1822/96238 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | SAGE Publications |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Colorimetry Human faces Hyperspectral imaging Skin color Spectral reflectance Spectrophotometry Spectroradiometry |
| dc.title.fl_str_mv | Hyperspectral imaging database of human facial skin |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_6501 |
| description | The perceived color of human skin is the result of the interaction of environmental lighting with the skin. Only by resorting to human skin spectral reflectance, it is possible to obtain physical outcomes of this interaction. The purpose of this work was to provide a cured and validated database of hyperspectral images of human faces, useful for several applications, such as psychophysics-based research, object recognition, and material modeling. The hyperspectral imaging data from 29 human faces with different skin tones and sexes, under constant lighting and controlled movements, were described and characterized. Each hyperspectral image, which comprised spectral reflectance of the whole face from 400 to 720 nm in 10 nm steps at each pixel, was analyzed between and within nine facial positions located at different areas of the face. Simultaneously, spectral measurements at the same nine facial positions using conventional local point and/or contact devices were used to ascertain the data. It was found that the spectral reflectance profile changed between skin tones, subjects, and facial locations. Important local variations of the spectral reflectance profile showed that extra care is needed when considering average values from conventional devices at the same area of measurement. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | article |
| fulltext.url.fl_str_mv | https://repositorium.uminho.pt/bitstreams/3d4d78e9-8eaa-4c68-98b0-f7231d77ea6f/download |
| id | rum_ed7b32ec6b60b3c2242eb156ae12ebcd |
| identifier.url.fl_str_mv | https://hdl.handle.net/1822/96238 |
| instacron_str | repositorium |
| institution | Universidade do Minho |
| instname_str | Universidade do Minho |
| language | eng |
| network_acronym_str | rum |
| network_name_str | RepositóriUM - Universidade do Minho |
| oai_identifier_str | oai:repositorium.uminho.pt:1822/96238 |
| organization_str_mv | urn:organizationAcronym:repositorium |
| person_str_mv | Gomes, Andreia Esteves Nascimento, S. M. C. Linhares, João M. M. |
| publishDate | 2024 |
| publisher.none.fl_str_mv | SAGE Publications |
| reponame_str | RepositóriUM - Universidade do Minho |
| repository_id_str | urn:repositoryAcronym:rum |
| service_str_mv | urn:repositoryAcronym:rum |
| spelling | engSAGE PublicationsporThe perceived color of human skin is the result of the interaction of environmental lighting with the skin. Only by resorting to human skin spectral reflectance, it is possible to obtain physical outcomes of this interaction. The purpose of this work was to provide a cured and validated database of hyperspectral images of human faces, useful for several applications, such as psychophysics-based research, object recognition, and material modeling. The hyperspectral imaging data from 29 human faces with different skin tones and sexes, under constant lighting and controlled movements, were described and characterized. Each hyperspectral image, which comprised spectral reflectance of the whole face from 400 to 720 nm in 10 nm steps at each pixel, was analyzed between and within nine facial positions located at different areas of the face. Simultaneously, spectral measurements at the same nine facial positions using conventional local point and/or contact devices were used to ascertain the data. It was found that the spectral reflectance profile changed between skin tones, subjects, and facial locations. Important local variations of the spectral reflectance profile showed that extra care is needed when considering average values from conventional devices at the same area of measurement.application/pdfporHyperspectral imaging database of human facial skinGomes, Andreia EstevesNascimento, S. M. C.Linhares, João M. M.HostingInstitutionOrganizationalRepositóriUM - Universidade do Minhoe-mailmailto:repositorium@usdb.uminho.ptrepositorium@usdb.uminho.ptCITATIONBritain) or use the drop down menu. Gomes, A. E., Nascimento, S. M. C., & Linhares, J. M. M. (2024). Hyperspectral Imaging Database of Human Facial Skin. Applied Spectroscopy, 79(2), 328–344. https://doi.org/10.1177/00037028241279323PMID39314060PMC39314060ISSNIsPartOf0003-7028DOIIsPartOf10.1177/000370282412793232025-07-01T07:26:01Z2024-092025-06-30T08:56:29Z2024-09-01T00:00:00ZHandlehttps://hdl.handle.net/1822/96238http://purl.org/coar/access_right/c_abf2open accessColorimetryHuman facesHyperspectral imagingSkin colorSpectral reflectanceSpectrophotometrySpectroradiometry3443787 bytesliteraturehttp://purl.org/coar/resource_type/c_6501journal articlehttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://repositorium.uminho.pt/bitstreams/3d4d78e9-8eaa-4c68-98b0-f7231d77ea6f/download |
| spellingShingle | Hyperspectral imaging database of human facial skin Gomes, Andreia Esteves Colorimetry Human faces Hyperspectral imaging Skin color Spectral reflectance Spectrophotometry Spectroradiometry |
| status | SINGLETON |
| subject.fl_str_mv | Colorimetry Human faces Hyperspectral imaging Skin color Spectral reflectance Spectrophotometry Spectroradiometry |
| title | Hyperspectral imaging database of human facial skin |
| title_full | Hyperspectral imaging database of human facial skin |
| title_fullStr | Hyperspectral imaging database of human facial skin |
| title_full_unstemmed | Hyperspectral imaging database of human facial skin |
| title_short | Hyperspectral imaging database of human facial skin |
| title_sort | Hyperspectral imaging database of human facial skin |
| topic | Colorimetry Human faces Hyperspectral imaging Skin color Spectral reflectance Spectrophotometry Spectroradiometry |
| topic_facet | Colorimetry Human faces Hyperspectral imaging Skin color Spectral reflectance Spectrophotometry Spectroradiometry |
| url | https://hdl.handle.net/1822/96238 |
| visible | 1 |