{"id":"https://openalex.org/W3087775398","doi":"https://doi.org/10.3233/jcm-204595","title":"Study on face recognition under unconstrained conditions based on LBP and deep learning","display_name":"Study on face recognition under unconstrained conditions based on LBP and deep learning","publication_year":2020,"publication_date":"2020-09-22","ids":{"openalex":"https://openalex.org/W3087775398","doi":"https://doi.org/10.3233/jcm-204595","mag":"3087775398"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-204595","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-204595","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","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/A5056155405","display_name":"Liping Zhou","orcid":"https://orcid.org/0000-0003-2353-6134"},"institutions":[{"id":"https://openalex.org/I4210116886","display_name":"Chongqing Vocational Institute of Engineering","ror":"https://ror.org/0279ehd23","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116886"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Zhou","raw_affiliation_strings":["Department of Artificial Intelligence, Chongqing Creation Vocational College, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Chongqing Creation Vocational College, Chongqing, China","institution_ids":["https://openalex.org/I4210116886"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025004654","display_name":"Mingwei Gao","orcid":"https://orcid.org/0000-0002-5612-4251"},"institutions":[{"id":"https://openalex.org/I4210116886","display_name":"Chongqing Vocational Institute of Engineering","ror":"https://ror.org/0279ehd23","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116886"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwei Gao","raw_affiliation_strings":["Department of Economics and Management, Chongqing Creation Vocational College, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Department of Economics and Management, Chongqing Creation Vocational College, Chongqing, China","institution_ids":["https://openalex.org/I4210116886"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100871607","display_name":"Chun He","orcid":null},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chun He","raw_affiliation_strings":["Education and Information Technology Center, China West Normal University, Nanchong, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"Education and Information Technology Center, China West Normal University, Nanchong, Sichuan, China","institution_ids":["https://openalex.org/I16351329"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100871607"],"corresponding_institution_ids":["https://openalex.org/I16351329"],"apc_list":null,"apc_paid":null,"fwci":0.2931,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56743631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"21","issue":"2","first_page":"497","last_page":"508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","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"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","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/T10057","display_name":"Face and Expression Recognition","score":0.9959999918937683,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.995199978351593,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7472835779190063},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7457883358001709},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6723795533180237},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6535303592681885},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5778084993362427},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5266427993774414},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48306161165237427}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7472835779190063},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7457883358001709},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6723795533180237},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6535303592681885},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5778084993362427},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5266427993774414},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48306161165237427},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-204595","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-204595","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1426606741","https://openalex.org/W2021418117","https://openalex.org/W2026901210","https://openalex.org/W2094512169","https://openalex.org/W2096733369","https://openalex.org/W2098017479","https://openalex.org/W2102927550","https://openalex.org/W2136922672","https://openalex.org/W2163352848","https://openalex.org/W2163808566","https://openalex.org/W2324335215","https://openalex.org/W2563037228","https://openalex.org/W2725104998","https://openalex.org/W2726128874","https://openalex.org/W2793039202","https://openalex.org/W2796827446","https://openalex.org/W2884641246","https://openalex.org/W2899218774","https://openalex.org/W2944967601","https://openalex.org/W2952064331","https://openalex.org/W3099206234","https://openalex.org/W6749021537","https://openalex.org/W6755992550"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4304166257","https://openalex.org/W4386159726","https://openalex.org/W2347824352","https://openalex.org/W2112875849","https://openalex.org/W2132337154","https://openalex.org/W2384651879"],"abstract_inverted_index":{"At":[0],"present,":[1],"the":[2,42,50,65,70,76,82,127],"correct":[3,87,119],"recognition":[4,8,21,88,120],"rate":[5,89,121],"of":[6,45,60],"face":[7,20,77,143],"algorithm":[9,22,36,84,107],"is":[10,30,138],"limited":[11],"under":[12,27,94],"unconstrained":[13,28,95],"conditions.":[14,96],"To":[15],"solve":[16],"this":[17,33,106],"problem,":[18],"a":[19,117],"based":[23],"on":[24,75],"deep":[25,46,128],"learning":[26,129],"conditions":[29],"proposed":[31,83],"in":[32,111],"paper.":[34],"The":[35],"takes":[37],"LBP":[38,132],"texture":[39,133],"feature":[40,134],"as":[41,122,135],"input":[43,136],"data":[44,137],"network,":[47,61],"and":[48,62,104,113,115,140],"trains":[49],"network":[51,67],"layer":[52,54],"by":[53],"greedily":[55],"to":[56,68,99,142],"obtain":[57],"optimized":[58],"parameters":[59],"then":[63],"uses":[64],"trained":[66],"predict":[69],"test":[71],"samples.":[72],"Experimental":[73],"results":[74],"database":[78],"LFW":[79],"show":[80],"that":[81,126],"has":[85],"higher":[86],"than":[90],"some":[91],"traditional":[92],"algorithms":[93],"In":[97],"order":[98],"further":[100],"verify":[101],"its":[102],"effectiveness":[103],"universality,":[105],"was":[108],"also":[109],"tested":[110],"YALE":[112],"YALE-B,":[114],"achieved":[116],"high":[118],"well,":[123],"which":[124],"indicated":[125],"method":[130],"using":[131],"effective":[139],"robust":[141],"recognition.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
