{"id":"https://openalex.org/W4388721306","doi":"https://doi.org/10.1109/iecon51785.2023.10312359","title":"Research on Safety Helmet Wearing Detection Based on YOLO","display_name":"Research on Safety Helmet Wearing Detection Based on YOLO","publication_year":2023,"publication_date":"2023-10-16","ids":{"openalex":"https://openalex.org/W4388721306","doi":"https://doi.org/10.1109/iecon51785.2023.10312359"},"language":"en","primary_location":{"id":"doi:10.1109/iecon51785.2023.10312359","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iecon51785.2023.10312359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","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/A5081340968","display_name":"Jun Peng","orcid":"https://orcid.org/0000-0001-6800-0064"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Peng","raw_affiliation_strings":["College of Mathematics, Physics and Data Science, Chongqing University of Science and Technology,Chongqing,China,401331","Chongqing Sino-German Future Factory Research Institute, Chongqing, China","College of Intelligent Technology and Engineering Chongqing University of Science and Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics, Physics and Data Science, Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]},{"raw_affiliation_string":"Chongqing Sino-German Future Factory Research Institute, Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"College of Intelligent Technology and Engineering Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101625904","display_name":"Fei Peng","orcid":"https://orcid.org/0000-0002-8323-3234"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Peng","raw_affiliation_strings":["College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009384804","display_name":"Shangzhu Jin","orcid":"https://orcid.org/0000-0002-6486-4225"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangzhu Jin","raw_affiliation_strings":["College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331","Informatization Office Chongqing University of Science and Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]},{"raw_affiliation_string":"Informatization Office Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020569720","display_name":"Yuanmin He","orcid":null},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanmin He","raw_affiliation_strings":["College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033557032","display_name":"Xiao Wu","orcid":"https://orcid.org/0000-0001-9926-2526"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wu","raw_affiliation_strings":["College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009793932","display_name":"Haojun Dai","orcid":"https://orcid.org/0009-0000-6657-0450"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haojun Dai","raw_affiliation_strings":["College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Technology and Engineering Chongqing University of Science and Technology,Chongqing,China,401331","institution_ids":["https://openalex.org/I168337820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5081340968"],"corresponding_institution_ids":["https://openalex.org/I168337820"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14850947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9948999881744385,"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":0.9948999881744385,"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":0.9750000238418579,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9458000063896179,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/process","display_name":"Process (computing)","score":0.6280665993690491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5912976264953613},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5833194851875305},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5274363160133362},{"id":"https://openalex.org/keywords/safety-monitoring","display_name":"Safety monitoring","score":0.46704545617103577},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35501155257225037},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33773961663246155},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.33081716299057007},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3298753798007965},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.32141798734664917}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6280665993690491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5912976264953613},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5833194851875305},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5274363160133362},{"id":"https://openalex.org/C2777488183","wikidata":"https://www.wikidata.org/wiki/Q6900510","display_name":"Safety monitoring","level":2,"score":0.46704545617103577},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35501155257225037},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33773961663246155},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33081716299057007},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3298753798007965},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32141798734664917},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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":1,"locations":[{"id":"doi:10.1109/iecon51785.2023.10312359","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iecon51785.2023.10312359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1591801644","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2357039400","https://openalex.org/W2752782242","https://openalex.org/W2883102611","https://openalex.org/W2884585870","https://openalex.org/W2963037989","https://openalex.org/W2963857746","https://openalex.org/W2997747012","https://openalex.org/W3018757597","https://openalex.org/W3034552520","https://openalex.org/W3034970121","https://openalex.org/W3106250896","https://openalex.org/W3208154594","https://openalex.org/W4297676427","https://openalex.org/W4386076325","https://openalex.org/W6620707391","https://openalex.org/W6753412334","https://openalex.org/W6785652829","https://openalex.org/W7005933902"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W2366646518","https://openalex.org/W2370906336"],"abstract_inverted_index":{"In":[0],"certain":[1],"industries":[2],"such":[3],"as":[4],"construction,":[5],"high":[6],"risks":[7],"are":[8,18],"often":[9],"associated":[10],"with":[11,42,119],"the":[12,29,57,66,75,89,95,124],"construction":[13,25],"process,":[14],"and":[15,33,72],"safety":[16,37,60,103,129],"helmets":[17,38,130],"crucial":[19],"protective":[20],"gear":[21],"for":[22],"workers":[23],"on":[24],"sites.":[26],"To":[27],"address":[28],"issues":[30],"of":[31,36,59,68,74,127],"missed":[32],"false":[34],"detections":[35],"in":[39,131],"complex":[40],"environments":[41],"current":[43],"helmet":[44],"detection":[45,53,125],"methods,":[46],"we":[47],"propose":[48],"an":[49,69,82],"improved":[50],"YOLOv5":[51,90],"object":[52],"algorithm":[54],"to":[55,88,93,98,102,121],"detect":[56],"wearing":[58],"helmets.":[61],"The":[62,78,114],"proposed":[63,79],"improvements":[64],"include":[65],"addition":[67],"attention":[70,85],"mechanism":[71,87],"replacement":[73],"loss":[76,115],"function.":[77],"method":[80],"adds":[81],"efficient":[83],"channel":[84],"(ECA)":[86],"head":[91],"network":[92],"enhance":[94],"model's":[96],"ability":[97],"extract":[99],"features":[100],"related":[101],"helmets,":[104],"thereby":[105],"increasing":[106],"precision":[107],"without":[108],"adding":[109],"too":[110],"much":[111],"computational":[112],"complexity.":[113],"function":[116],"is":[117],"replaced":[118],"NWD":[120],"effectively":[122],"improve":[123],"progress":[126],"small":[128],"YOLOv5.":[132]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}