{"id":"https://openalex.org/W4383747762","doi":"https://doi.org/10.1109/cvidl58838.2023.10166175","title":"Research on Face recognition based on Grey Wolf algorithm optimization","display_name":"Research on Face recognition based on Grey Wolf algorithm optimization","publication_year":2023,"publication_date":"2023-05-12","ids":{"openalex":"https://openalex.org/W4383747762","doi":"https://doi.org/10.1109/cvidl58838.2023.10166175"},"language":"en","primary_location":{"id":"doi:10.1109/cvidl58838.2023.10166175","doi":"https://doi.org/10.1109/cvidl58838.2023.10166175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvidl58838.2023.10166175","pdf_url":null,"source":{"id":"https://openalex.org/S7407086714","display_name":"International Conference on Computer Vision, Image and Deep Learning (CVIDL)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Computer Vision, Image and Deep Learning (CVIDL)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5070225750","display_name":"Yuanqiong Chen","orcid":"https://orcid.org/0000-0002-9889-8853","observed_orcids":["https://orcid.org/0000-0002-9889-8853"]},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanqiong Chen","raw_affiliation_strings":["School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000","School of Computer Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000","institution_ids":["https://openalex.org/I144581915"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100754148","display_name":"Pingping Wang","orcid":"https://orcid.org/0009-0004-6859-9520","observed_orcids":["https://orcid.org/0009-0004-6859-9520","https://orcid.org/0009-0002-2067-6828"]},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingping Wang","raw_affiliation_strings":["School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000","institution_ids":["https://openalex.org/I144581915"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jing Ling","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Ling","raw_affiliation_strings":["School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000","institution_ids":["https://openalex.org/I144581915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043201253","display_name":"Zhengpeng Wu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengpeng Wu","raw_affiliation_strings":["School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000","institution_ids":["https://openalex.org/I144581915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058488544","display_name":"Lei Ding","orcid":"https://orcid.org/0000-0001-7403-4770","observed_orcids":["https://orcid.org/0000-0001-7403-4770"]},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Ding","raw_affiliation_strings":["School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Jishou University,Zhangjiajie,China,427000","institution_ids":["https://openalex.org/I144581915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0879,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.29562689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"329","last_page":"333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9164999723434448,"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":0.9164999723434448,"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":0.07450000196695328,"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/T10828","display_name":"Biometric Identification and Security","score":0.002400000113993883,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/face-recognition","display_name":"face recognition","score":0.9980000257492065},{"id":"https://openalex.org/keywords/grey-wolf-optimizer","display_name":"grey wolf optimizer","score":0.8960000276565552},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.7829999923706055},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.8289999961853027},{"id":"https://openalex.org/keywords/interference-resistance","display_name":"interference resistance","score":0.48399999737739563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7909229397773743},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.654637336730957},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.651590883731842},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6459951400756836},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6180843710899353},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5948507785797119},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5913430452346802},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5873730182647705},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4666813313961029},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4242156147956848},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4160216450691223},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3748173117637634},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1492551565170288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0941210389137268},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvidl58838.2023.10166175","doi":"https://doi.org/10.1109/cvidl58838.2023.10166175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvidl58838.2023.10166175","pdf_url":null,"source":{"id":"https://openalex.org/S7407086714","display_name":"International Conference on Computer Vision, Image and Deep Learning (CVIDL)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Computer Vision, Image and Deep Learning (CVIDL)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G8476928771","display_name":null,"funder_award_id":"61966014","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2001619934","https://openalex.org/W2039240409","https://openalex.org/W2054065543","https://openalex.org/W2061438946","https://openalex.org/W2096733369","https://openalex.org/W2098693229","https://openalex.org/W2294798173"],"related_works":["https://openalex.org/W4416046754","https://openalex.org/W4293246960","https://openalex.org/W4398188968","https://openalex.org/W4376956730","https://openalex.org/W4298004375","https://openalex.org/W3045933645","https://openalex.org/W4214891724","https://openalex.org/W7217320690","https://openalex.org/W4417299886","https://openalex.org/W4285494157"],"abstract_inverted_index":{"Face":[0],"recognition":[1,45,125],"technology":[2],"has":[3,8,58,86],"made":[4],"significant":[5],"progress":[6],"and":[7,22,31,57,90,101,115],"been":[9],"widely":[10],"applied":[11],"in":[12,43,123,147],"various":[13],"fields":[14],"due":[15],"to":[16,48,53,157],"its":[17],"advantages":[18],"of":[19,113,119],"non-contact,":[20],"non-intrusive,":[21],"concurrency,":[23],"which":[24,95],"ensures":[25],"real-time":[26],"performance":[27,112],"while":[28],"improving":[29],"efficiency":[30],"accuracy.":[32],"However,":[33],"the":[34,74,103,111,117,133,140,151],"classic":[35,141],"Convolutional":[36],"Neural":[37],"Network":[38],"(CNN)":[39],"algorithm":[40,121,146],"model":[41,71],"used":[42],"face":[44,124],"lacks":[46],"adaptability":[47],"facial":[49],"changes,":[50],"is":[51],"difficult":[52],"handle":[54],"interference":[55],"factors,":[56],"limited":[59],"generalization":[60,105],"ability.":[61,106],"To":[62],"address":[63],"these":[64],"issues,":[65],"we":[66],"propose":[67],"a":[68],"CNN":[69,114,120,142],"prediction":[70,153],"based":[72,131],"on":[73,132],"Grey":[75],"Wolf":[76],"Optimizer":[77],"(GWO)":[78],"algorithm.":[79],"Compared":[80,138],"with":[81,139],"traditional":[82],"optimization":[83,145],"algorithms,":[84],"GWO":[85],"faster":[87],"convergence":[88],"speed":[89],"better":[91],"global":[92],"search":[93],"capability,":[94],"avoids":[96],"falling":[97],"into":[98],"local":[99],"optima":[100],"improves":[102],"model's":[104],"Therefore,":[107],"it":[108],"can":[109],"optimize":[110],"improve":[116],"accuracy":[118,154],"models":[122],"tasks.":[126],"We":[127],"conducted":[128],"comparative":[129],"experiments":[130],"public":[134],"dataset":[135],"CASIA-FaceV5":[136],"Dataset.":[137],"algorithm,":[143],"our":[144],"this":[148],"paper":[149],"improved":[150],"original":[152],"from":[155],"79.81%":[156],"96%.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2023-07-11T00:00:00"}
