{"id":"https://openalex.org/W4214897473","doi":"https://doi.org/10.1007/s11042-022-12014-y","title":"Safety helmet wearing status detection based on improved boosted random ferns","display_name":"Safety helmet wearing status detection based on improved boosted random ferns","publication_year":2022,"publication_date":"2022-03-03","ids":{"openalex":"https://openalex.org/W4214897473","doi":"https://doi.org/10.1007/s11042-022-12014-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-022-12014-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-022-12014-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-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/A5010399468","display_name":"Shiqin Yue","orcid":null},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]},{"id":"https://openalex.org/I4210095439","display_name":"Guizhou Minzu University","ror":"https://ror.org/00qm4t918","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095439"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqin Yue","raw_affiliation_strings":["Key Laboratory of Pattern Recognition and Intelligent Systems of Guizhou Province, Guiyang, 550025, China","School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Pattern Recognition and Intelligent Systems of Guizhou Province, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I4210095439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401655","display_name":"Qian Zhang","orcid":"https://orcid.org/0000-0002-5712-0017"},"institutions":[{"id":"https://openalex.org/I4210095439","display_name":"Guizhou Minzu University","ror":"https://ror.org/00qm4t918","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095439"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qian Zhang","raw_affiliation_strings":["Academic Affairs Office, Guizhou Minzu University, Guiyang, 550025, China","School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China"],"raw_orcid":"https://orcid.org/0000-0002-5712-0017","affiliations":[{"raw_affiliation_string":"Academic Affairs Office, Guizhou Minzu University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I4210095439"]},{"raw_affiliation_string":"School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I4210095439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001506993","display_name":"Ding-qin Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]},{"id":"https://openalex.org/I4210095439","display_name":"Guizhou Minzu University","ror":"https://ror.org/00qm4t918","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095439"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingqin Shao","raw_affiliation_strings":["Key Laboratory of Pattern Recognition and Intelligent Systems of Guizhou Province, Guiyang, 550025, China","School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Pattern Recognition and Intelligent Systems of Guizhou Province, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I4210095439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014880350","display_name":"Fan Yu","orcid":"https://orcid.org/0000-0003-4677-2586"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]},{"id":"https://openalex.org/I4210095439","display_name":"Guizhou Minzu University","ror":"https://ror.org/00qm4t918","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095439"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Fan","raw_affiliation_strings":["Key Laboratory of Pattern Recognition and Intelligent Systems of Guizhou Province, Guiyang, 550025, China","School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Pattern Recognition and Intelligent Systems of Guizhou Province, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I4210095439"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100880029","display_name":"Bai Jinhua","orcid":null},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]},{"id":"https://openalex.org/I4210095439","display_name":"Guizhou Minzu University","ror":"https://ror.org/00qm4t918","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095439"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhua Bai","raw_affiliation_strings":["Key Laboratory of Pattern Recognition and Intelligent Systems of Guizhou Province, Guiyang, 550025, China","School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Pattern Recognition and Intelligent Systems of Guizhou Province, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I4210095439"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100401655"],"corresponding_institution_ids":["https://openalex.org/I4210095439"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":3.0121,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.90831308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"81","issue":"12","first_page":"16783","last_page":"16796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9955000281333923,"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"}},"topics":[{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9955000281333923,"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"}},{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9944999814033508,"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/computer-science","display_name":"Computer science","score":0.8531585931777954},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7476783990859985},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7379181981086731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6684688925743103},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6637728214263916},{"id":"https://openalex.org/keywords/histogram-of-oriented-gradients","display_name":"Histogram of oriented gradients","score":0.6341668367385864},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5603705644607544},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.516200840473175},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.5142402052879333},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.46229737997055054},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.43708914518356323},{"id":"https://openalex.org/keywords/random-seed","display_name":"Random seed","score":0.4292319416999817},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3680380880832672},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19622370600700378},{"id":"https://openalex.org/keywords/random-number-generation","display_name":"Random number generation","score":0.08168557286262512}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8531585931777954},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7476783990859985},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7379181981086731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6684688925743103},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6637728214263916},{"id":"https://openalex.org/C17426736","wikidata":"https://www.wikidata.org/wiki/Q419918","display_name":"Histogram of oriented gradients","level":4,"score":0.6341668367385864},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5603705644607544},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.516200840473175},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.5142402052879333},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.46229737997055054},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.43708914518356323},{"id":"https://openalex.org/C26263659","wikidata":"https://www.wikidata.org/wiki/Q1886131","display_name":"Random seed","level":3,"score":0.4292319416999817},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3680380880832672},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19622370600700378},{"id":"https://openalex.org/C201866948","wikidata":"https://www.wikidata.org/wiki/Q228206","display_name":"Random number generation","level":2,"score":0.08168557286262512},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-022-12014-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-022-12014-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1808286575","display_name":null,"funder_award_id":"61762020","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G2098926552","display_name":null,"funder_award_id":"61263034","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G5073156314","display_name":null,"funder_award_id":"61802082","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G5150179927","display_name":null,"funder_award_id":"Qian Jiao He KY ZI [2018] 018","funder_id":"https://openalex.org/F4320326674","funder_display_name":"Department of Education of Guizhou Province"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320326674","display_name":"Department of Education of Guizhou Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1976559299","https://openalex.org/W1990937109","https://openalex.org/W2070534370","https://openalex.org/W2070840497","https://openalex.org/W2085555152","https://openalex.org/W2102605133","https://openalex.org/W2120673251","https://openalex.org/W2132178785","https://openalex.org/W2144560128","https://openalex.org/W2151103935","https://openalex.org/W2161567010","https://openalex.org/W2163352848","https://openalex.org/W2593324139","https://openalex.org/W2738154296","https://openalex.org/W2750573116","https://openalex.org/W2954906602","https://openalex.org/W2962904823","https://openalex.org/W2963037989","https://openalex.org/W2971715817","https://openalex.org/W2985957917","https://openalex.org/W3002110816","https://openalex.org/W3069056889","https://openalex.org/W3086727860","https://openalex.org/W3156371261","https://openalex.org/W4244952642"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W3035557717","https://openalex.org/W2342688262","https://openalex.org/W1510655604","https://openalex.org/W2013385032","https://openalex.org/W2381343261","https://openalex.org/W4214897473"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}