ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections

Autores
Massiris, Manlio; Rados, Sanjin; Matkovic, Kresimir; Groller, M. Eduard; Delrieux, Claudio Augusto
Año de publicación
2022
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Ergonomic risk assessment is now, due to an increased awareness, carried out more often than in the past. The conventional risk assessment evaluation, based on expert-assisted observation of the workplaces and manually filling in score tables, is still predominant. Data analysis is usually done with a focus on critical moments, although without the support of contextual information and changes over time. In this paper we introduce ErgoExplorer, a system for the interactive visual analysis of risk assessment data. In contrast to the current practice, we focus on data that span across multiple actions and multiple workers while keeping all contextual information. Data is automatically extracted from video streams. Based on carefully investigated analysis tasks, we introduce new views and their corresponding interactions. These views also incorporate domain-specific score tables to guarantee an easy adoption by domain experts. All views are integrated into ErgoExplorer, which relies on coordinated multiple views to facilitate analysis through interaction. ErgoExplorer makes it possible for the first time to examine complex relationships between risk assessments of individual body parts over long sessions that span multiple operations. The newly introduced approach supports analysis and exploration at several levels of detail, ranging from a general overview, down to inspecting individual frames in the video stream, if necessary. We illustrate the usefulness of the newly proposed approach applying it to several datasets.
Fil: Massiris, Manlio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Ciencias e Ingeniería de la Computación. Universidad Nacional del Sur. Departamento de Ciencias e Ingeniería de la Computación. Instituto de Ciencias e Ingeniería de la Computación; Argentina. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina
Fil: Rados, Sanjin. VRVis Research Center In Vienna, Austria; Austria
Fil: Matkovic, Kresimir. VRVis Research Center; Austria
Fil: Groller, M. Eduard. Technische Universitat Wien; Austria
Fil: Delrieux, Claudio Augusto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Ciencias e Ingeniería de la Computación. Universidad Nacional del Sur. Departamento de Ciencias e Ingeniería de la Computación. Instituto de Ciencias e Ingeniería de la Computación; Argentina. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina
Materia
Ergonomic risk assessment
Data analysis
Interactive visual analysis
Domain-specific score tables
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/206233
Acceder
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network_name_str CONICET Digital (CONICET)
spelling ErgoExplorer: Interactive Ergonomic Risk Assessment from Video CollectionsMassiris, ManlioRados, SanjinMatkovic, KresimirGroller, M. EduardDelrieux, Claudio AugustoErgonomic risk assessmentData analysisInteractive visual analysisDomain-specific score tableshttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1Ergonomic risk assessment is now, due to an increased awareness, carried out more often than in the past. The conventional risk assessment evaluation, based on expert-assisted observation of the workplaces and manually filling in score tables, is still predominant. Data analysis is usually done with a focus on critical moments, although without the support of contextual information and changes over time. In this paper we introduce ErgoExplorer, a system for the interactive visual analysis of risk assessment data. In contrast to the current practice, we focus on data that span across multiple actions and multiple workers while keeping all contextual information. Data is automatically extracted from video streams. Based on carefully investigated analysis tasks, we introduce new views and their corresponding interactions. These views also incorporate domain-specific score tables to guarantee an easy adoption by domain experts. All views are integrated into ErgoExplorer, which relies on coordinated multiple views to facilitate analysis through interaction. ErgoExplorer makes it possible for the first time to examine complex relationships between risk assessments of individual body parts over long sessions that span multiple operations. The newly introduced approach supports analysis and exploration at several levels of detail, ranging from a general overview, down to inspecting individual frames in the video stream, if necessary. We illustrate the usefulness of the newly proposed approach applying it to several datasets.Fil: Massiris, Manlio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Ciencias e Ingeniería de la Computación. Universidad Nacional del Sur. Departamento de Ciencias e Ingeniería de la Computación. Instituto de Ciencias e Ingeniería de la Computación; Argentina. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; ArgentinaFil: Rados, Sanjin. VRVis Research Center In Vienna, Austria; AustriaFil: Matkovic, Kresimir. VRVis Research Center; AustriaFil: Groller, M. Eduard. Technische Universitat Wien; AustriaFil: Delrieux, Claudio Augusto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Ciencias e Ingeniería de la Computación. Universidad Nacional del Sur. Departamento de Ciencias e Ingeniería de la Computación. Instituto de Ciencias e Ingeniería de la Computación; Argentina. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; ArgentinaIEEE Computer Society2022-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/206233Massiris, Manlio; Rados, Sanjin; Matkovic, Kresimir; Groller, M. Eduard; Delrieux, Claudio Augusto; ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections; IEEE Computer Society; IEEE Transactions on Visualization and Computer Graphics; 29; 1; 10-2022; 43-521077-2626CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://ieeexplore.ieee.org/document/9912348info:eu-repo/semantics/altIdentifier/doi/10.1109/TVCG.2022.3209432info:eu-repo/semantics/altIdentifier/url/https://arxiv.org/abs/2209.05252info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-11-12T09:36:24Zoai:ri.conicet.gov.ar:11336/206233instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-11-12 09:36:24.3CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections
title ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections
spellingShingle ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections
Massiris, Manlio
Ergonomic risk assessment
Data analysis
Interactive visual analysis
Domain-specific score tables
title_short ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections
title_full ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections
title_fullStr ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections
title_full_unstemmed ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections
title_sort ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections
dc.creator.none.fl_str_mv Massiris, Manlio
Rados, Sanjin
Matkovic, Kresimir
Groller, M. Eduard
Delrieux, Claudio Augusto
author Massiris, Manlio
author_facet Massiris, Manlio
Rados, Sanjin
Matkovic, Kresimir
Groller, M. Eduard
Delrieux, Claudio Augusto
author_role author
author2 Rados, Sanjin
Matkovic, Kresimir
Groller, M. Eduard
Delrieux, Claudio Augusto
author2_role author
author
author
author
dc.subject.none.fl_str_mv Ergonomic risk assessment
Data analysis
Interactive visual analysis
Domain-specific score tables
topic Ergonomic risk assessment
Data analysis
Interactive visual analysis
Domain-specific score tables
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.2
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv Ergonomic risk assessment is now, due to an increased awareness, carried out more often than in the past. The conventional risk assessment evaluation, based on expert-assisted observation of the workplaces and manually filling in score tables, is still predominant. Data analysis is usually done with a focus on critical moments, although without the support of contextual information and changes over time. In this paper we introduce ErgoExplorer, a system for the interactive visual analysis of risk assessment data. In contrast to the current practice, we focus on data that span across multiple actions and multiple workers while keeping all contextual information. Data is automatically extracted from video streams. Based on carefully investigated analysis tasks, we introduce new views and their corresponding interactions. These views also incorporate domain-specific score tables to guarantee an easy adoption by domain experts. All views are integrated into ErgoExplorer, which relies on coordinated multiple views to facilitate analysis through interaction. ErgoExplorer makes it possible for the first time to examine complex relationships between risk assessments of individual body parts over long sessions that span multiple operations. The newly introduced approach supports analysis and exploration at several levels of detail, ranging from a general overview, down to inspecting individual frames in the video stream, if necessary. We illustrate the usefulness of the newly proposed approach applying it to several datasets.
Fil: Massiris, Manlio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Ciencias e Ingeniería de la Computación. Universidad Nacional del Sur. Departamento de Ciencias e Ingeniería de la Computación. Instituto de Ciencias e Ingeniería de la Computación; Argentina. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina
Fil: Rados, Sanjin. VRVis Research Center In Vienna, Austria; Austria
Fil: Matkovic, Kresimir. VRVis Research Center; Austria
Fil: Groller, M. Eduard. Technische Universitat Wien; Austria
Fil: Delrieux, Claudio Augusto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Ciencias e Ingeniería de la Computación. Universidad Nacional del Sur. Departamento de Ciencias e Ingeniería de la Computación. Instituto de Ciencias e Ingeniería de la Computación; Argentina. Universidad Nacional del Sur. Departamento de Ingeniería Eléctrica y de Computadoras; Argentina
description Ergonomic risk assessment is now, due to an increased awareness, carried out more often than in the past. The conventional risk assessment evaluation, based on expert-assisted observation of the workplaces and manually filling in score tables, is still predominant. Data analysis is usually done with a focus on critical moments, although without the support of contextual information and changes over time. In this paper we introduce ErgoExplorer, a system for the interactive visual analysis of risk assessment data. In contrast to the current practice, we focus on data that span across multiple actions and multiple workers while keeping all contextual information. Data is automatically extracted from video streams. Based on carefully investigated analysis tasks, we introduce new views and their corresponding interactions. These views also incorporate domain-specific score tables to guarantee an easy adoption by domain experts. All views are integrated into ErgoExplorer, which relies on coordinated multiple views to facilitate analysis through interaction. ErgoExplorer makes it possible for the first time to examine complex relationships between risk assessments of individual body parts over long sessions that span multiple operations. The newly introduced approach supports analysis and exploration at several levels of detail, ranging from a general overview, down to inspecting individual frames in the video stream, if necessary. We illustrate the usefulness of the newly proposed approach applying it to several datasets.
publishDate 2022
dc.date.none.fl_str_mv 2022-10
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/206233
Massiris, Manlio; Rados, Sanjin; Matkovic, Kresimir; Groller, M. Eduard; Delrieux, Claudio Augusto; ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections; IEEE Computer Society; IEEE Transactions on Visualization and Computer Graphics; 29; 1; 10-2022; 43-52
1077-2626
CONICET Digital
CONICET
url http://hdl.handle.net/11336/206233
identifier_str_mv Massiris, Manlio; Rados, Sanjin; Matkovic, Kresimir; Groller, M. Eduard; Delrieux, Claudio Augusto; ErgoExplorer: Interactive Ergonomic Risk Assessment from Video Collections; IEEE Computer Society; IEEE Transactions on Visualization and Computer Graphics; 29; 1; 10-2022; 43-52
1077-2626
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://ieeexplore.ieee.org/document/9912348
info:eu-repo/semantics/altIdentifier/doi/10.1109/TVCG.2022.3209432
info:eu-repo/semantics/altIdentifier/url/https://arxiv.org/abs/2209.05252
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv IEEE Computer Society
publisher.none.fl_str_mv IEEE Computer Society
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.25334

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