{"id":"https://openalex.org/W4366418136","doi":"https://doi.org/10.3390/app13085074","title":"Adaptive Driver Face Feature Fatigue Detection Algorithm Research","display_name":"Adaptive Driver Face Feature Fatigue Detection Algorithm Research","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4366418136","doi":"https://doi.org/10.3390/app13085074"},"language":"en","primary_location":{"id":"doi:10.3390/app13085074","doi":"https://doi.org/10.3390/app13085074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/app13085074","pdf_url":"https://www.mdpi.com/2076-3417/13/8/5074/pdf?version=1681831830","source":{"id":"https://openalex.org/S4210205812","display_name":"Applied Sciences","issn_l":"2076-3417","issn":["2076-3417"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2076-3417/13/8/5074/pdf?version=1681831830","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050202580","display_name":"Han Zheng","orcid":"https://orcid.org/0000-0002-8179-7263","observed_orcids":["https://orcid.org/0000-0002-8179-7263"]},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]},{"id":"https://openalex.org/I4210161599","display_name":"Hechi University","ror":"https://ror.org/05pjkyk24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161599"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Zheng","raw_affiliation_strings":["College of Electrical and Control Engineering, North China University of Technology, Beijing 100144, China","School of Artificial Intelligence and Manufacturing, Hechi University, Hechi 546300, China"],"raw_orcid":"https://orcid.org/0000-0002-8179-7263","affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, North China University of Technology, Beijing 100144, China","institution_ids":["https://openalex.org/I1456306"]},{"raw_affiliation_string":"School of Artificial Intelligence and Manufacturing, Hechi University, Hechi 546300, China","institution_ids":["https://openalex.org/I4210161599"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100607422","display_name":"Yiding Wang","orcid":"https://orcid.org/0009-0002-7188-4213","observed_orcids":["https://orcid.org/0009-0002-7188-4213"]},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiding Wang","raw_affiliation_strings":["College of Information Science and Technology, North China University of Technology, Beijing 100144, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, North China University of Technology, Beijing 100144, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100409027","display_name":"Xiaoming Liu","orcid":"https://orcid.org/0000-0002-0424-629X","observed_orcids":["https://orcid.org/0000-0002-0424-629X"]},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Liu","raw_affiliation_strings":["College of Electrical and Control Engineering, North China University of Technology, Beijing 100144, China"],"raw_orcid":"https://orcid.org/0000-0002-0424-629X","affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, North China University of Technology, Beijing 100144, China","institution_ids":["https://openalex.org/I1456306"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100607422"],"corresponding_institution_ids":["https://openalex.org/I1456306"],"apc_list":{"value":2300,"currency":"CHF","value_usd":2558},"apc_paid":{"value":2300,"currency":"CHF","value_usd":2558},"fwci":5.7238,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.97076535,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"13","issue":"8","first_page":"5074","last_page":"5074"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.010999999940395355,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/driver-fatigue-detection","display_name":"driver fatigue detection","score":0.9879999756813049},{"id":"https://openalex.org/keywords/eye-aspect-ratio","display_name":"eye aspect ratio","score":0.7910000085830688},{"id":"https://openalex.org/keywords/mouth-aspect-ratio","display_name":"mouth aspect ratio","score":0.9919999837875366},{"id":"https://openalex.org/keywords/max-min-algorithm","display_name":"max-min algorithm","score":0.6690000295639038},{"id":"https://openalex.org/keywords/shufflenetv2","display_name":"ShuffleNetV2","score":0.7559999823570251},{"id":"https://openalex.org/keywords/face-recognition","display_name":"face recognition","score":0.5540000200271606},{"id":"https://openalex.org/keywords/dlib","display_name":"Dlib","score":0.47600001096725464},{"id":"https://openalex.org/keywords/road-safety","display_name":"road safety","score":0.5429999828338623}],"concepts":[{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6985604166984558},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6184989213943481},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6052520871162415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5107510089874268},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.49262768030166626},{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.4507368803024292},{"id":"https://openalex.org/C2779925283","wikidata":"https://www.wikidata.org/wiki/Q5216147","display_name":"Dangerous driving","level":2,"score":0.4446147084236145},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4281061589717865},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42672866582870483},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33087393641471863},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3278975784778595},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/app13085074","doi":"https://doi.org/10.3390/app13085074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/app13085074","pdf_url":"https://www.mdpi.com/2076-3417/13/8/5074/pdf?version=1681831830","source":{"id":"https://openalex.org/S4210205812","display_name":"Applied Sciences","issn_l":"2076-3417","issn":["2076-3417"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5bd50608705248918e877503ab75d66d","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/5bd50608705248918e877503ab75d66d","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,"listed_in":[],"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":"Applied Sciences, Vol 13, Iss 8, p 5074 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/app13085074","doi":"https://doi.org/10.3390/app13085074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/app13085074","pdf_url":"https://www.mdpi.com/2076-3417/13/8/5074/pdf?version=1681831830","source":{"id":"https://openalex.org/S4210205812","display_name":"Applied Sciences","issn_l":"2076-3417","issn":["2076-3417"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327297","display_name":"Education Department of Guangxi Zhuang Autonomous Region","ror":"https://ror.org/00kx48s25"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366418136.pdf","grobid_xml":"https://content.openalex.org/works/W4366418136.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2043133488","https://openalex.org/W2101956459","https://openalex.org/W2883780447","https://openalex.org/W2903723623","https://openalex.org/W2921375082","https://openalex.org/W2965056781","https://openalex.org/W3001610313","https://openalex.org/W3005537532","https://openalex.org/W3110017807","https://openalex.org/W3169120473","https://openalex.org/W3172040767","https://openalex.org/W3190904341","https://openalex.org/W3208673579","https://openalex.org/W4212829408","https://openalex.org/W4220840909","https://openalex.org/W4229024800"],"related_works":["https://openalex.org/W7104032923","https://openalex.org/W4389791436","https://openalex.org/W4401388972","https://openalex.org/W3208673579","https://openalex.org/W3131091884","https://openalex.org/W7084188597","https://openalex.org/W3169120473","https://openalex.org/W4322577174","https://openalex.org/W4390827744","https://openalex.org/W4365508671"],"abstract_inverted_index":{"Fatigued":[0],"driving":[1,14,20,30,135],"is":[2,16,66,86],"one":[3],"of":[4,8,28,35,40,53,76,94,103,115],"the":[5,23,29,32,38,41,54,61,74,92,101,111,133],"leading":[6],"causes":[7],"traffic":[9],"accidents,":[10],"and":[11,25,37,99,105,119,129],"detecting":[12],"fatigued":[13],"effectively":[15],"critical":[17],"to":[18,90,117],"improving":[19],"safety.":[21],"Given":[22],"variety":[24],"individual":[26],"variability":[27],"surroundings,":[31],"drivers\u2019":[33],"states":[34],"weariness,":[36],"uncertainty":[39],"key":[42],"characteristic":[43],"factors,":[44],"in":[45,80,132],"this":[46],"paper,":[47],"we":[48],"propose":[49],"a":[50],"deep-learning-based":[51],"study":[52],"MAX-MIN":[55],"driver":[56,69,95],"fatigue":[57,81],"detection":[58],"algorithm.":[59],"First,":[60],"ShuffleNet":[62,84],"V2K16":[63,85],"neural":[64],"network":[65],"used":[67],"for":[68],"face":[70,96],"recognition,":[71],"which":[72],"eliminates":[73],"influence":[75],"poor":[77],"environmental":[78],"adaptability":[79],"detection;":[82],"second,":[83],"combined":[87],"with":[88],"Dlib":[89],"obtain":[91],"coordinates":[93],"feature":[97],"points;":[98],"finally,":[100],"values":[102],"EAR":[104],"MAR":[106],"are":[107],"obtained":[108],"by":[109],"comparing":[110],"first":[112],"100":[113],"frames":[114],"images":[116],"EAR-MAX":[118],"MAR-MIN.":[120],"Our":[121],"proposed":[122],"method":[123],"achieves":[124],"98.8%":[125],"precision,":[126],"90.2%":[127],"recall,":[128],"94.3%":[130],"F-Score":[131],"actual":[134],"scenario":[136],"application.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-22T09:42:04.148104","created_date":"2023-04-21T00:00:00"}
