System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera

Detalhes bibliográficos
Autor(a) principal: Krzeszowski, Tomasz
Data de Publicação: 2023
Outros Autores: Dziadek, Bartosz, França, Cíntia, Martins, Francisco, Gouveia, Élvio Rúbio, Przednowek, Krzysztof
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.13/5204
Resumo: Anthropometric measurements of the human body are an important problem that affects many aspects of human life. However, anthropometric measurement often requires the applica tion of an appropriate measurement procedure and the use of specialized, sometimes expensive measurement tools. Sometimes the measurement procedure is complicated, time-consuming, and requires properly trained personnel. This study aimed to develop a system for estimating human anthropometric parameters based on a three-dimensional scan of the complete body made with an inexpensive depth camera in the form of the Kinect v2 sensor. The research included 129 men aged 18 to 28. The developed system consists of a rotating platform, a depth sensor (Kinect v2), and a PC computer that was used to record 3D data, and to estimate individual anthropometric parameters. Experimental studies have shown that the precision of the proposed system for a significant part of the parameters is satisfactory. The largest error was found in the waist circumference parameter. The results obtained confirm that this method can be used in anthropometric measurements.
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spelling System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera3D human model3D modelHuman anthropometric parametersKinect v2Depth sensor.Faculdade de Ciências SociaisAnthropometric measurements of the human body are an important problem that affects many aspects of human life. However, anthropometric measurement often requires the applica tion of an appropriate measurement procedure and the use of specialized, sometimes expensive measurement tools. Sometimes the measurement procedure is complicated, time-consuming, and requires properly trained personnel. This study aimed to develop a system for estimating human anthropometric parameters based on a three-dimensional scan of the complete body made with an inexpensive depth camera in the form of the Kinect v2 sensor. The research included 129 men aged 18 to 28. The developed system consists of a rotating platform, a depth sensor (Kinect v2), and a PC computer that was used to record 3D data, and to estimate individual anthropometric parameters. Experimental studies have shown that the precision of the proposed system for a significant part of the parameters is satisfactory. The largest error was found in the waist circumference parameter. The results obtained confirm that this method can be used in anthropometric measurements.MDPIDigitUMaKrzeszowski, TomaszDziadek, BartoszFrança, CíntiaMartins, FranciscoGouveia, Élvio RúbioPrzednowek, Krzysztof2023-05-30T09:20:00Z20232023-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.13/5204engKrzeszowski, T.; Dziadek, B.; França, C.; Martins, F.; Gouveia, É.R.; Przednowek, K. System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera. Sensors 2023, 23, 3459. https://doi.org/ 10.3390/s2307345910.3390/s23073459info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-06-04T03:30:48Zoai:digituma.uma.pt:10400.13/5204Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:59:52.847251Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera
title System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera
spellingShingle System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera
Krzeszowski, Tomasz
3D human model
3D model
Human anthropometric parameters
Kinect v2
Depth sensor
.
Faculdade de Ciências Sociais
title_short System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera
title_full System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera
title_fullStr System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera
title_full_unstemmed System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera
title_sort System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera
author Krzeszowski, Tomasz
author_facet Krzeszowski, Tomasz
Dziadek, Bartosz
França, Cíntia
Martins, Francisco
Gouveia, Élvio Rúbio
Przednowek, Krzysztof
author_role author
author2 Dziadek, Bartosz
França, Cíntia
Martins, Francisco
Gouveia, Élvio Rúbio
Przednowek, Krzysztof
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv DigitUMa
dc.contributor.author.fl_str_mv Krzeszowski, Tomasz
Dziadek, Bartosz
França, Cíntia
Martins, Francisco
Gouveia, Élvio Rúbio
Przednowek, Krzysztof
dc.subject.por.fl_str_mv 3D human model
3D model
Human anthropometric parameters
Kinect v2
Depth sensor
.
Faculdade de Ciências Sociais
topic 3D human model
3D model
Human anthropometric parameters
Kinect v2
Depth sensor
.
Faculdade de Ciências Sociais
description Anthropometric measurements of the human body are an important problem that affects many aspects of human life. However, anthropometric measurement often requires the applica tion of an appropriate measurement procedure and the use of specialized, sometimes expensive measurement tools. Sometimes the measurement procedure is complicated, time-consuming, and requires properly trained personnel. This study aimed to develop a system for estimating human anthropometric parameters based on a three-dimensional scan of the complete body made with an inexpensive depth camera in the form of the Kinect v2 sensor. The research included 129 men aged 18 to 28. The developed system consists of a rotating platform, a depth sensor (Kinect v2), and a PC computer that was used to record 3D data, and to estimate individual anthropometric parameters. Experimental studies have shown that the precision of the proposed system for a significant part of the parameters is satisfactory. The largest error was found in the waist circumference parameter. The results obtained confirm that this method can be used in anthropometric measurements.
publishDate 2023
dc.date.none.fl_str_mv 2023-05-30T09:20:00Z
2023
2023-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.13/5204
url http://hdl.handle.net/10400.13/5204
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Krzeszowski, T.; Dziadek, B.; França, C.; Martins, F.; Gouveia, É.R.; Przednowek, K. System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera. Sensors 2023, 23, 3459. https://doi.org/ 10.3390/s23073459
10.3390/s23073459
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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