A novel cost-effective postural tracking algorithm using marker-based video processing

dc.contributor.authorNazerian, Ramtin
dc.contributor.authorKorhan, Orhan
dc.contributor.authorShakeri, Ehsan
dc.date.accessioned2026-02-06T18:47:01Z
dc.date.issued2022
dc.departmentDoğu Akdeniz Üniversitesi
dc.description.abstractRecently, many postural analysis techniques have been developed in order to reduce the risk of musculoskeletal problems. Methods such as rapid entire body assessment are capable of analyzing the most constant or awkward positions, but the selection of these postures is subjective. To make an objective postural analysis, devices such as electromagnetic trackers can be used continuously during the job task, but utilizing such devices is costly. Therefore, in this study a cost-effective marker-based video processing algorithm is developed for measuring three-dimensional (3D) information regarding both the location and the orientation of human posture. To investigate the precision of the measurements, an experiment was designed. With the average of 2.88 mm and 1.34 degrees for location and orientation, respectively, the algorithm was able to measure six degrees of freedom information regarding 3D space. Furthermore, the precision of the algorithm is found to be significantly affected by the marker pattern.
dc.identifier.doi10.1080/10803548.2021.1941650
dc.identifier.endpage1893
dc.identifier.issn1080-3548
dc.identifier.issn2376-9130
dc.identifier.issue3
dc.identifier.orcid0000-0002-9388-8605
dc.identifier.orcid0000-0003-3119-1375
dc.identifier.orcid0000-0002-6976-5189
dc.identifier.pmid34114517
dc.identifier.scopus2-s2.0-85111823995
dc.identifier.scopusqualityQ1
dc.identifier.startpage1882
dc.identifier.urihttps://doi.org/10.1080/10803548.2021.1941650
dc.identifier.urihttps://hdl.handle.net/11129/14190
dc.identifier.volume28
dc.identifier.wosWOS:000679594300001
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakPubMed
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherTaylor & Francis Ltd
dc.relation.ispartofInternational Journal of Occupational Safety and Ergonomics
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WoS_20260204
dc.subject3D posture tracking
dc.subjectmarker-based posture tracking
dc.subjectergonomics
dc.subjectvideo processing
dc.subjectcontinuous posture analysis
dc.titleA novel cost-effective postural tracking algorithm using marker-based video processing
dc.typeArticle

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