{"id":"https://openalex.org/W4294507305","doi":"https://doi.org/10.1007/s10845-022-02014-y","title":"SPECTRE: a deep learning network for posture recognition in manufacturing","display_name":"SPECTRE: a deep learning network for posture recognition in manufacturing","publication_year":2022,"publication_date":"2022-09-03","ids":{"openalex":"https://openalex.org/W4294507305","doi":"https://doi.org/10.1007/s10845-022-02014-y"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-022-02014-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-022-02014-y","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://iris.univpm.it/bitstream/11566/326178/5/PostPrint%20SPECTRE.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041116767","display_name":"Marianna Ciccarelli","orcid":"https://orcid.org/0000-0002-3634-3326"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marianna Ciccarelli","raw_affiliation_strings":["Department of Industrial Engineering and Mathematical Sciences, Poytechnic University of Marche, via Brecce Bianche, 60131, Ancona, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3634-3326","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Mathematical Sciences, Poytechnic University of Marche, via Brecce Bianche, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078426900","display_name":"Flavio Corradini","orcid":"https://orcid.org/0000-0001-6767-2184"},"institutions":[{"id":"https://openalex.org/I112859197","display_name":"Universit\u00e0 di Camerino","ror":"https://ror.org/0005w8d69","country_code":"IT","type":"education","lineage":["https://openalex.org/I112859197"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Flavio Corradini","raw_affiliation_strings":["Computer Science Division, University of Camerino, via Madonna delle Carceri, 62032, Camerino, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6767-2184","affiliations":[{"raw_affiliation_string":"Computer Science Division, University of Camerino, via Madonna delle Carceri, 62032, Camerino, Italy","institution_ids":["https://openalex.org/I112859197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086801180","display_name":"Michele Germani","orcid":"https://orcid.org/0000-0003-1988-8620"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Germani","raw_affiliation_strings":["Department of Industrial Engineering and Mathematical Sciences, Poytechnic University of Marche, via Brecce Bianche, 60131, Ancona, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1988-8620","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Mathematical Sciences, Poytechnic University of Marche, via Brecce Bianche, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058902250","display_name":"Giacomo Menchi","orcid":"https://orcid.org/0000-0003-3595-9505"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Menchi","raw_affiliation_strings":["Department of Industrial Engineering and Mathematical Sciences, Poytechnic University of Marche, via Brecce Bianche, 60131, Ancona, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3595-9505","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Mathematical Sciences, Poytechnic University of Marche, via Brecce Bianche, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016526188","display_name":"Leonardo Mostarda","orcid":"https://orcid.org/0000-0001-8852-8317"},"institutions":[{"id":"https://openalex.org/I112859197","display_name":"Universit\u00e0 di Camerino","ror":"https://ror.org/0005w8d69","country_code":"IT","type":"education","lineage":["https://openalex.org/I112859197"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Leonardo Mostarda","raw_affiliation_strings":["Computer Science Division, University of Camerino, via Madonna delle Carceri, 62032, Camerino, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8852-8317","affiliations":[{"raw_affiliation_string":"Computer Science Division, University of Camerino, via Madonna delle Carceri, 62032, Camerino, Italy","institution_ids":["https://openalex.org/I112859197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004759937","display_name":"Alessandra Papetti","orcid":"https://orcid.org/0000-0002-1020-6075"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Papetti","raw_affiliation_strings":["Department of Industrial Engineering and Mathematical Sciences, Poytechnic University of Marche, via Brecce Bianche, 60131, Ancona, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1020-6075","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Mathematical Sciences, Poytechnic University of Marche, via Brecce Bianche, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059860076","display_name":"Marco Piangerelli","orcid":"https://orcid.org/0000-0002-8545-3740"},"institutions":[{"id":"https://openalex.org/I112859197","display_name":"Universit\u00e0 di Camerino","ror":"https://ror.org/0005w8d69","country_code":"IT","type":"education","lineage":["https://openalex.org/I112859197"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Piangerelli","raw_affiliation_strings":["Computer Science Division, University of Camerino, via Madonna delle Carceri, 62032, Camerino, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8545-3740","affiliations":[{"raw_affiliation_string":"Computer Science Division, University of Camerino, via Madonna delle Carceri, 62032, Camerino, Italy","institution_ids":["https://openalex.org/I112859197"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5041116767"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.1895,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.96858967,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"34","issue":"8","first_page":"3469","last_page":"3481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.993399977684021,"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":0.9865999817848206,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6456441879272461},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6384774446487427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.614123523235321},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.583876371383667},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.5181525945663452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5093322992324829},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4913398325443268},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4507184624671936},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.44898277521133423},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4243963956832886},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.40900522470474243}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6456441879272461},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6384774446487427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.614123523235321},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.583876371383667},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.5181525945663452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5093322992324829},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4913398325443268},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4507184624671936},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.44898277521133423},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4243963956832886},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.40900522470474243},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10845-022-02014-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-022-02014-y","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:iris.univpm.it:11566/326178","is_oa":true,"landing_page_url":"https://hdl.handle.net/11566/326178","pdf_url":"https://iris.univpm.it/bitstream/11566/326178/5/PostPrint%20SPECTRE.pdf","source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubblicazioni.unicam.it:11581/467114","is_oa":true,"landing_page_url":"https://hdl.handle.net/11581/467114","pdf_url":"https://pubblicazioni.unicam.it/bitstream/11581/467114/4/Journal_of_Intelligent_manufacturing_POSTURE.pdf","source":{"id":"https://openalex.org/S4306400819","display_name":"Unicam Scientific Publications (University of Camerino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I112859197","host_organization_name":"Universit\u00e0 di Camerino","host_organization_lineage":["https://openalex.org/I112859197"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:spr:joinma:v:34:y:2023:i:8:d:10.1007_s10845-022-02014-y","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-022-02014-y","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:iris.univpm.it:11566/326178","is_oa":true,"landing_page_url":"https://hdl.handle.net/11566/326178","pdf_url":"https://iris.univpm.it/bitstream/11566/326178/5/PostPrint%20SPECTRE.pdf","source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G3342569318","display_name":null,"funder_award_id":"2014/2020","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6561142798","display_name":null,"funder_award_id":"FESR 2014/2020","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320326079","display_name":"Regione Marche","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4294507305.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W2024097232","https://openalex.org/W2031996657","https://openalex.org/W2083712389","https://openalex.org/W2110331760","https://openalex.org/W2139003283","https://openalex.org/W2148143831","https://openalex.org/W2247200904","https://openalex.org/W2282821441","https://openalex.org/W2585289455","https://openalex.org/W2796657057","https://openalex.org/W2899706582","https://openalex.org/W2901945032","https://openalex.org/W2907300572","https://openalex.org/W2933290795","https://openalex.org/W2944829616","https://openalex.org/W2962772482","https://openalex.org/W2972602904","https://openalex.org/W2996701534","https://openalex.org/W3006715563","https://openalex.org/W3023399063","https://openalex.org/W3024903125","https://openalex.org/W3035581100","https://openalex.org/W3080910144","https://openalex.org/W3086816133","https://openalex.org/W3091040708","https://openalex.org/W3095001858","https://openalex.org/W3119809428","https://openalex.org/W3139457585","https://openalex.org/W3154985639","https://openalex.org/W3159260561","https://openalex.org/W3169599625","https://openalex.org/W3173717575","https://openalex.org/W3177425773","https://openalex.org/W3185988714","https://openalex.org/W3191879532","https://openalex.org/W3193806661","https://openalex.org/W3200771454","https://openalex.org/W4200137157","https://openalex.org/W4200317051","https://openalex.org/W4210359564","https://openalex.org/W4210916060"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W4321369474","https://openalex.org/W2731899572","https://openalex.org/W3133861977","https://openalex.org/W4200173597","https://openalex.org/W3116150086","https://openalex.org/W2999805992","https://openalex.org/W4380075502","https://openalex.org/W4291897433","https://openalex.org/W4223943233"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}