{"id":"https://openalex.org/W4401536893","doi":"https://doi.org/10.1109/access.2024.3443146","title":"Helmet-YOLO: A New Method for Real-Time, High-Precision Helmet Wearing Detection","display_name":"Helmet-YOLO: A New Method for Real-Time, High-Precision Helmet Wearing Detection","publication_year":2024,"publication_date":"2024-08-13","ids":{"openalex":"https://openalex.org/W4401536893","doi":"https://doi.org/10.1109/access.2024.3443146"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3443146","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3443146","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3443146","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103997605","display_name":"Shunyong Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shunyong Zhou","raw_affiliation_strings":["School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ziyang Peng","orcid":"https://orcid.org/0009-0006-5657-3133"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyang Peng","raw_affiliation_strings":["School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China"],"raw_orcid":"https://orcid.org/0009-0006-5657-3133","affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108326487","display_name":"Hangling Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hangling Zhang","raw_affiliation_strings":["School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114198411","display_name":"Qin Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Hu","raw_affiliation_strings":["School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075176554","display_name":"Huan Lu","orcid":"https://orcid.org/0000-0003-1724-1794"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Lu","raw_affiliation_strings":["School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089579883","display_name":"Zongliang Zhang","orcid":"https://orcid.org/0000-0003-1858-4633"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongliang Zhang","raw_affiliation_strings":["School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Sichuan University of Science and Engineering, Yibin, Sichuan, China","institution_ids":["https://openalex.org/I64852412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103997605"],"corresponding_institution_ids":["https://openalex.org/I64852412"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.0686,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.86468271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"196314","last_page":"196326"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12740","display_name":"Gait Recognition and Analysis","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9564999938011169,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9552000164985657,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/computer-science","display_name":"Computer science","score":0.6817017197608948},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5160459876060486},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4279704988002777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41343462467193604},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3772296607494354},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.346513032913208},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3219490647315979},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1522676944732666},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.13706442713737488}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6817017197608948},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5160459876060486},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4279704988002777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41343462467193604},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3772296607494354},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.346513032913208},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3219490647315979},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1522676944732666},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.13706442713737488}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3443146","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3443146","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2bcc4ed7b0c24f178ecc3db72fed743f","is_oa":true,"landing_page_url":"https://doaj.org/article/2bcc4ed7b0c24f178ecc3db72fed743f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 196314-196326 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3443146","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3443146","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2453976553","display_name":null,"funder_award_id":"61801319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6118949557","display_name":null,"funder_award_id":"61801319","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G7434745122","display_name":null,"funder_award_id":"2023RC24","funder_id":"https://openalex.org/F4320322947","funder_display_name":"Sichuan University of Science and Engineering"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322947","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23"},{"id":"https://openalex.org/F4320327720","display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233","https://openalex.org/W2095126257","https://openalex.org/W2085738998","https://openalex.org/W2031511989","https://openalex.org/W1606936601"],"abstract_inverted_index":{"In":[0],"response":[1],"to":[2,46,68,85,105,120,147,212],"the":[3,33,40,61,65,74,81,87,92,97,111,116,132,136,149,163,192,206],"problems":[4],"of":[5,13,21,64,152,197],"low":[6,27,78],"target":[7,22],"recognition":[8],"accuracy":[9,198],"and":[10,26,36,155,182,199],"high":[11],"latency":[12,183],"existing":[14],"helmet":[15,50],"wearing":[16,51],"detection":[17,44,52,150],"algorithms":[18],"under":[19],"conditions":[20],"occlusion,":[23],"small":[24],"targets,":[25],"light":[28],"levels,":[29],"this":[30,204],"paper":[31],"optimizes":[32],"VanillaNet-6":[34,66],"network":[35,67,88,119],"combines":[37],"it":[38],"with":[39,170],"YOLOv8s":[41],"general":[42],"object":[43],"algorithm":[45,165,194],"propose":[47],"a":[48,55,167,171,188],"Helmet-YOLO":[49],"algorithm.":[53],"Firstly,":[54],"small-scale":[56],"GhostConv":[57],"is":[58,83,103,113,145,187],"used":[59,104,146],"at":[60,77],"input":[62,75],"layer":[63],"extract":[69],"more":[70],"detailed":[71],"information":[72,124],"from":[73],"images":[76],"cost.":[79],"Secondly,":[80],"VanillaODBlock":[82],"proposed":[84],"enhance":[86,121],"model\u2019s":[89,137],"focus":[90],"on":[91],"current":[93],"task":[94],"target.":[95],"Next,":[96],"spatial":[98],"feature":[99,117],"pyramid":[100],"pooling":[101],"structure":[102],"improve":[106],"model":[107,157,178],"computational":[108,174],"efficiency.":[109],"Lastly,":[110],"LSKBlock":[112],"added":[114],"in":[115,131,173,195],"fusion":[118],"relevant":[122],"background":[123],"that":[125,162],"can":[126],"serve":[127],"as":[128],"judgment":[129],"basis":[130],"features,":[133],"thereby":[134],"improving":[135],"robustness.":[138],"The":[139],"EIoU":[140],"bounding":[141],"box":[142],"loss":[143],"function":[144],"optimize":[148],"effect":[151],"occluded":[153],"targets":[154],"accelerate":[156],"convergence.":[158],"Experimental":[159],"results":[160],"show":[161],"improved":[164],"achieves":[166],"96.7%":[168],"mAP@0.5":[169],"reduction":[172],"volume":[175],"by":[176,180,184],"32.4%,":[177],"size":[179],"33.3%,":[181],"0.2ms.":[185],"This":[186],"0.6%":[189],"improvement":[190],"over":[191],"original":[193],"terms":[196],"robustness.To":[200],"help":[201],"readers":[202],"reproduce":[203],"work,":[205],"core":[207],"code":[208],"has":[209],"been":[210],"uploaded":[211],"<uri":[213],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[214],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/pzy-UX/Helmet-YOLO</uri>.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}
