{"id":"https://openalex.org/W4391423631","doi":"https://doi.org/10.1109/ieem58616.2023.10406391","title":"Postural Ergonomic Assessment of Construction Workers Based on Human 3D Pose Estimation and Machine Learning","display_name":"Postural Ergonomic Assessment of Construction Workers Based on Human 3D Pose Estimation and Machine Learning","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4391423631","doi":"https://doi.org/10.1109/ieem58616.2023.10406391"},"language":"en","primary_location":{"id":"doi:10.1109/ieem58616.2023.10406391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem58616.2023.10406391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103011975","display_name":"Yidan Tao","orcid":"https://orcid.org/0000-0003-4390-2330"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Y. Tao","raw_affiliation_strings":["School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101994255","display_name":"Hao Hu","orcid":"https://orcid.org/0000-0003-2882-0054"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"H. Hu","raw_affiliation_strings":["School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052954223","display_name":"Feng Xu","orcid":"https://orcid.org/0000-0001-9704-5528"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"F. Xu","raw_affiliation_strings":["School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633075","display_name":"Zhen Zhang","orcid":"https://orcid.org/0000-0002-6028-0302"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Z. Zhang","raw_affiliation_strings":["School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002370349","display_name":"Zengyun Hu","orcid":"https://orcid.org/0000-0002-4259-9141"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Z. Hu","raw_affiliation_strings":["School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University,Shanghai,P.R. China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"School of Naval Architecture, Ocean and Civil Engineering and State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai, P.R. China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103011975"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I44675526"],"apc_list":null,"apc_paid":null,"fwci":1.2524,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79781818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"0168","last_page":"0172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13866","display_name":"Occupational health in dentistry","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6074596643447876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5892019271850586},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5711413621902466},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.47704046964645386},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.47020822763442993},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4604286849498749},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4579969048500061},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41998475790023804},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3203045129776001}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6074596643447876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5892019271850586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5711413621902466},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.47704046964645386},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.47020822763442993},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4604286849498749},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4579969048500061},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41998475790023804},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3203045129776001},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieem58616.2023.10406391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem58616.2023.10406391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2008076986","https://openalex.org/W2024097232","https://openalex.org/W2101032778","https://openalex.org/W2557013366","https://openalex.org/W2588955080","https://openalex.org/W2801220715","https://openalex.org/W2917618968","https://openalex.org/W2962896489","https://openalex.org/W3007999534","https://openalex.org/W3135391477","https://openalex.org/W3197307971","https://openalex.org/W3198063694","https://openalex.org/W4200137157","https://openalex.org/W4206580893","https://openalex.org/W4214624668","https://openalex.org/W4255492292","https://openalex.org/W4292098187","https://openalex.org/W4313855821","https://openalex.org/W4315782506","https://openalex.org/W4362576426","https://openalex.org/W4375865574"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W2123263858","https://openalex.org/W3124914020","https://openalex.org/W2090763504","https://openalex.org/W3127959533","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187"],"abstract_inverted_index":{"Work-related":[0],"musculoskeletal":[1],"disorders":[2],"(WMSDs)":[3],"have":[4],"been":[5],"the":[6,24,78,99,103,113,132,137,149],"major":[7],"cause":[8],"of":[9,136,159],"occupational":[10],"injuries":[11],"among":[12],"construction":[13,160],"workers.":[14],"The":[15,124],"traditional":[16],"observational":[17],"assessment":[18,44,101],"is":[19,28],"time-consuming":[20],"and":[21,35,50,68,112,134,155],"subjective,":[22],"while":[23],"sensor-based":[25],"postural":[26,57,79,157],"analysis":[27,158],"usually":[29],"associated":[30],"with":[31,74,140,173],"high":[32],"setup":[33],"costs":[34],"intrusiveness.":[36],"This":[37],"study":[38,150],"proposed":[39,138],"an":[40],"automated":[41],"ergonomic":[42,100],"risk":[43,63],"method":[45],"based":[46,126],"on":[47,54,127],"computer":[48],"vision":[49],"machine":[51,116],"learning":[52],"focusing":[53],"lower":[55],"body":[56],"risks.":[58],"It":[59],"provided":[60,151],"a":[61,92,128,152],"comprehensive":[62,154],"dashboard,":[64],"including":[65],"posture":[66,122,145],"detection":[67],"rule-based":[69],"extreme":[70],"flexion":[71],"examination.":[72],"Specifically,":[73],"raw":[75],"video":[76],"input,":[77],"feature":[80],"extraction":[81],"module":[82],"can":[83,106],"identify":[84],"skeleton":[85,110],"coordinates":[86],"frame":[87,89],"by":[88,90],"adopting":[91],"state-of-art":[93],"3D":[94],"pose":[95],"estimation":[96],"algorithm.":[97],"In":[98,147],"module,":[102],"knee":[104],"angles":[105],"be":[107],"calculated":[108],"using":[109],"coordinates,":[111],"support":[114],"vector":[115],"(SVM)":[117],"classifier":[118],"was":[119],"trained":[120],"for":[121,144,170],"recognition.":[123],"illustration":[125],"real-life":[129],"example":[130],"demonstrated":[131],"applicability":[133],"reliability":[135],"method,":[139],"nearly":[141],"95%":[142],"accuracy":[143],"detection.":[146],"summary,":[148],"more":[153],"in-depth":[156],"activities,":[161],"which":[162],"has":[163],"great":[164],"potential":[165],"to":[166],"facilitate":[167],"intervention":[168],"strategies":[169],"WMSD":[171],"prevention":[172],"quantified":[174],"evidence.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
