{"id":"https://openalex.org/W4385882103","doi":"https://doi.org/10.1109/bmsb58369.2023.10211610","title":"A method of mask wearing state detection based on YOLOv5","display_name":"A method of mask wearing state detection based on YOLOv5","publication_year":2023,"publication_date":"2023-06-14","ids":{"openalex":"https://openalex.org/W4385882103","doi":"https://doi.org/10.1109/bmsb58369.2023.10211610"},"language":"en","primary_location":{"id":"doi:10.1109/bmsb58369.2023.10211610","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bmsb58369.2023.10211610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","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/A5101809003","display_name":"Lin Du","orcid":"https://orcid.org/0000-0002-4789-6073"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Du","raw_affiliation_strings":["Beihang University,School of Electronics and Information Engineering,Beijing,China","School of Electronics and Information Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electronics and Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025277844","display_name":"Manyu Wang","orcid":"https://orcid.org/0009-0002-7569-8776"},"institutions":[{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manyu Wang","raw_affiliation_strings":["Beijing Institute of Remote Sensing Equipment,Beijing,China","Beijing Institute of Remote Sensing Equipment, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Remote Sensing Equipment,Beijing,China","institution_ids":["https://openalex.org/I4210166112"]},{"raw_affiliation_string":"Beijing Institute of Remote Sensing Equipment, Beijing, China","institution_ids":["https://openalex.org/I4210166112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101726016","display_name":"Zongkai Yang","orcid":"https://orcid.org/0000-0001-8354-721X"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongkai Yang","raw_affiliation_strings":["Beihang University,School of Electronics and Information Engineering,Beijing,China","School of Electronics and Information Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electronics and Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365744","display_name":"Ke Zhang","orcid":"https://orcid.org/0000-0002-9289-4122"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Zhang","raw_affiliation_strings":["Beihang University,School of Electronics and Information Engineering,Beijing,China","School of Electronics and Information Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electronics and Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037231980","display_name":"Yanhan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanhan Li","raw_affiliation_strings":["Beihang University,School of Electronics and Information Engineering,Beijing,China","School of Electronics and Information Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electronics and Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100709559","display_name":"Zhihua Chen","orcid":"https://orcid.org/0009-0008-2812-6648"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhihua Chen","raw_affiliation_strings":["Research Institute,Southwest Technology and Engineering,Chongqing,China","Southwest Technology and Engineering, Research Institute, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Research Institute,Southwest Technology and Engineering,Chongqing,China","institution_ids":[]},{"raw_affiliation_string":"Southwest Technology and Engineering, Research Institute, Chongqing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101809003"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.2076,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57599598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9905","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.996399998664856,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6496869325637817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6094957590103149},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4806984066963196},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47589027881622314},{"id":"https://openalex.org/keywords/corona","display_name":"Corona (planetary geology)","score":0.4193200469017029}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6496869325637817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6094957590103149},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4806984066963196},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47589027881622314},{"id":"https://openalex.org/C2776779350","wikidata":"https://www.wikidata.org/wiki/Q1134503","display_name":"Corona (planetary geology)","level":3,"score":0.4193200469017029},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.0},{"id":"https://openalex.org/C2779900269","wikidata":"https://www.wikidata.org/wiki/Q1408724","display_name":"Venus","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmsb58369.2023.10211610","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bmsb58369.2023.10211610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2193145675","https://openalex.org/W2570343428","https://openalex.org/W2930789748","https://openalex.org/W2944165510","https://openalex.org/W2963125010","https://openalex.org/W2963446712","https://openalex.org/W2984112395","https://openalex.org/W3018757597","https://openalex.org/W3022744764","https://openalex.org/W3042011474","https://openalex.org/W3083948783","https://openalex.org/W3106250896","https://openalex.org/W3195020697","https://openalex.org/W3210586215","https://openalex.org/W4293584584","https://openalex.org/W4297775537","https://openalex.org/W6737664043","https://openalex.org/W6750227808","https://openalex.org/W6777046832","https://openalex.org/W6799674916"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0,23],"COVID-19":[1],"(Corona":[2],"Virus":[3],"Disease":[4],"2019)":[5],"outbroke":[6],"in":[7,10],"2019,":[8],"and":[9,38,41,93],"order":[11],"to":[12],"stop":[13],"the":[14,35,47,62,66,82,88,94],"epidemic,":[15],"wearing":[16,31,59],"masks":[17],"is":[18,55,70,79,85],"a":[19],"very":[20],"critical":[21],"part.":[22],"use":[24],"of":[25,68,91],"deep":[26],"learning":[27],"technology":[28],"for":[29,57],"mask":[30,58],"detection":[32,36,83],"can":[33,99],"improve":[34],"accuracy":[37],"reduce":[39],"human":[40],"material":[42],"resources.":[43],"In":[44,61],"this":[45],"paper,":[46],"YOLOv5(You":[48],"Only":[49],"Look":[50],"Once":[51],"version":[52],"5)":[53],"model":[54],"used":[56],"detection.":[60],"experimental":[63],"validation":[64],"phase,":[65],"performance":[67,84],"YOLOv5":[69],"tested":[71],"by":[72],"using":[73],"different":[74],"methods,":[75],"respectively.":[76],"Finally,":[77],"it":[78],"found":[80],"that":[81],"optimal":[86],"with":[87],"training":[89],"method":[90],"labelsmoothing,":[92],"Mean":[95],"Average":[96],"Precision":[97],"(mAP)":[98],"reach":[100],"0.9252.":[101]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
