{"id":"https://openalex.org/W4323240246","doi":"https://doi.org/10.5220/0011693500003411","title":"Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers","display_name":"Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323240246","doi":"https://doi.org/10.5220/0011693500003411"},"language":"en","primary_location":{"id":"doi:10.5220/0011693500003411","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011693500003411","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0011693500003411","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110292537","display_name":"Jonathan Karlsson","orcid":null},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Jonathan Karlsson","raw_affiliation_strings":["School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054806131","display_name":"Fredrik Strand","orcid":"https://orcid.org/0000-0003-3910-7086"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Fredrik Strand","raw_affiliation_strings":["School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041524830","display_name":"Josef Big\u00fcn","orcid":"https://orcid.org/0000-0002-4929-1262"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Josef Bigun","raw_affiliation_strings":["School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086684870","display_name":"Fernando Alonso\u2010Fernandez","orcid":"https://orcid.org/0000-0002-1400-346X"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Fernando Alonso-Fernandez","raw_affiliation_strings":["School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005366268","display_name":"Kevin Hernandez\u2010Diaz","orcid":"https://orcid.org/0000-0002-9696-7843"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Kevin Hernandez-Diaz","raw_affiliation_strings":["School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"School of Information Technology (ITE), Halmstad University, Sweden, --- Select a Country ---","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051422212","display_name":"Felix Nilsson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Felix Nilsson","raw_affiliation_strings":["HMS Industrial Networks AB, Halmstad, Sweden, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"HMS Industrial Networks AB, Halmstad, Sweden, --- Select a Country ---","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5110292537"],"corresponding_institution_ids":["https://openalex.org/I746986"],"apc_list":null,"apc_paid":null,"fwci":1.3349,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82355632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"395","last_page":"402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9465000033378601,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9398000240325928,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6379980444908142},{"id":"https://openalex.org/keywords/personal-protective-equipment","display_name":"Personal protective equipment","score":0.6198457479476929},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5773910880088806},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5752447843551636},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4548308551311493},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.44004881381988525},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3335725665092468},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2492237687110901},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14094355702400208}],"concepts":[{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6379980444908142},{"id":"https://openalex.org/C2780668467","wikidata":"https://www.wikidata.org/wiki/Q1333024","display_name":"Personal protective equipment","level":5,"score":0.6198457479476929},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5773910880088806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5752447843551636},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4548308551311493},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.44004881381988525},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3335725665092468},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2492237687110901},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14094355702400208},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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},{"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/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0011693500003411","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011693500003411","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},{"id":"pmh:oai:DiVA.org:hh-48795","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-48795","pdf_url":"https://hh.diva-portal.org/smash/get/diva2:1717740/FULLTEXT01","source":{"id":"https://openalex.org/S4306401463","display_name":"Hogskolan Ihalmstad (Halmstad University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I746986","host_organization_name":"Halmstad University","host_organization_lineage":["https://openalex.org/I746986"],"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":"text"}],"best_oa_location":{"id":"doi:10.5220/0011693500003411","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011693500003411","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5638537008","display_name":null,"funder_award_id":"VINNOVA","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"}],"funders":[{"id":"https://openalex.org/F4320321030","display_name":"VINNOVA","ror":"https://ror.org/01kd5m353"},{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"},{"id":"https://openalex.org/F4320330333","display_name":"H\u00f6gskolan i Halmstad","ror":"https://ror.org/03h0qfp10"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2395639500","https://openalex.org/W2761891891","https://openalex.org/W2884561390","https://openalex.org/W2962730651","https://openalex.org/W3000144357","https://openalex.org/W3009184094","https://openalex.org/W3018757597","https://openalex.org/W3048378273","https://openalex.org/W3089227750","https://openalex.org/W3203410875","https://openalex.org/W3215073785","https://openalex.org/W4205278119","https://openalex.org/W4287115437","https://openalex.org/W4293584584"],"related_works":["https://openalex.org/W2381242807","https://openalex.org/W3126131230","https://openalex.org/W2347541121","https://openalex.org/W2080951048","https://openalex.org/W4288804799","https://openalex.org/W3032237421","https://openalex.org/W2390346111","https://openalex.org/W3011883280","https://openalex.org/W2369082698","https://openalex.org/W2401808953"],"abstract_inverted_index":{"Workplace":[0],"injuries":[1],"are":[2,133,226],"common":[3],"in":[4,193],"today\u2019s":[5],"society":[6],"due":[7],"to":[8,27,35,74,96,110,113,149,228],"a":[9,37,45,91,114,186],"lack":[10],"of":[11,52,138,147,188,203,209,239],"adequately":[12],"worn":[13],"safety":[14,43,153,155,157],"equipment.":[15],"A":[16,136],"system":[17,38,99,123],"that":[18,39,47,126,142,225],"only":[19,127,166],"admits":[20],"appropriately":[21],"equipped":[22],"personnel":[23],"can":[24],"be":[25],"created":[26],"improve":[28,41],"working":[29],"conditions.":[30],"The":[31,177,206],"goal":[32],"is":[33,95,141],"thus":[34],"develop":[36],"will":[40,48],"workers\u2019":[42],"using":[44],"camera":[46],"detect":[49],"the":[50,82,122,145,194,213,240],"usage":[51],"Personal":[53],"Protective":[54],"Equipment":[55],"(PPE).":[56],"To":[57],"this":[58,139],"end,":[59],"we":[60,143,198,231],"collected":[61],"and":[62,76,159,190,237,250],"labeled":[63],"appropriate":[64,131],"data":[65,235],"from":[66],"several":[67,78],"public":[68],"sources,":[69],"which":[70,230],"have":[71,219,232],"been":[72,220],"used":[73],"train":[75],"evaluate":[77],"models":[79],"based":[80],"on":[81,168],"popular":[83],"YOLOv4":[84],"object":[85],"detector.":[86],"Our":[87],"focus,":[88],"driven":[89],"by":[90,216,248],"collaborating":[92],"industrial":[93],"partner,":[94],"implement":[97],"our":[98],"into":[100],"an":[101],"entry":[102],"control":[103],"point":[104],"where":[105,197],"workers":[106],"must":[107],"present":[108],"themselves":[109],"obtain":[111],"access":[112],"restricted":[115],"area.":[116],"Combined":[117],"with":[118],"facial":[119],"identity":[120],"recognition,":[121],"would":[124],"ensure":[125],"authorized":[128],"people":[129],"wearing":[130],"equipment":[132],"granted":[134],"access.":[135],"novelty":[137],"work":[140],"increase":[144],"number":[146],"classes":[148],"five":[150],"objects":[151,211],"(hardhat,":[152],"vest,":[154],"gloves,":[156],"glasses,":[158],"hearing":[160],"protection),":[161],"whereas":[162],"most":[163],"existing":[164],"works":[165],"focus":[167],"one":[169],"or":[170,175,212],"two":[171],"classes,":[172],"usually":[173],"hardhats":[174],"vests.":[176],"AI":[178],"model":[179],"developed":[180],"provides":[181],"good":[182],"detection":[183],"accuracy":[184],"at":[185,200],"distance":[187],"3":[189],"5":[191],"meters":[192],"collaborative":[195],"environment":[196],"aim":[199],"operating":[201],"(mAP":[202],"99/89%,":[204],"respectively).":[205],"small":[207],"size":[208],"some":[210],"potential":[214,223],"occlusion":[215],"body":[217,241],"parts":[218],"identified":[221],"as":[222],"factors":[224],"detrimental":[227],"accuracy,":[229],"counteracted":[233],"via":[234],"augmentation":[236],"cropping":[238],"before":[242],"applying":[243],"PPE":[244],"detection.":[245],"\u00a9":[246],"2023":[247],"SCITEPRESS-Science":[249],"Technology":[251],"Publications,":[252],"Lda.":[253]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}
