System for Estimation of Human Anthropometric Parameters Based on Data from Kinect v2 Depth Camera
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , , |
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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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 instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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 |
repository.mail.fl_str_mv |
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1799131668026490880 |