{"id":"https://openalex.org/W4225534554","doi":"https://doi.org/10.1093/comjnl/bxac034","title":"Face Identification Using Conditional Generative Adversarial Network","display_name":"Face Identification Using Conditional Generative Adversarial Network","publication_year":2022,"publication_date":"2022-03-15","ids":{"openalex":"https://openalex.org/W4225534554","doi":"https://doi.org/10.1093/comjnl/bxac034"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxac034","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxac034","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","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/A5066811949","display_name":"Samer Kais Jameel","orcid":"https://orcid.org/0000-0003-2236-9303"},"institutions":[{"id":"https://openalex.org/I3132703562","display_name":"University of Raparin","ror":"https://ror.org/00fs9wb06","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3132703562"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Samer Kais Jameel","raw_affiliation_strings":["Department of Computer Science, University of Raparin , Rania, Kurdistan Region , Iraq"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Raparin , Rania, Kurdistan Region , Iraq","institution_ids":["https://openalex.org/I3132703562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013884829","display_name":"Jafar Majidpour","orcid":"https://orcid.org/0000-0002-5828-411X"},"institutions":[{"id":"https://openalex.org/I3132703562","display_name":"University of Raparin","ror":"https://ror.org/00fs9wb06","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3132703562"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Jafar Majidpour","raw_affiliation_strings":["Department of Computer Science, University of Raparin , Rania, Kurdistan Region , Iraq"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Raparin , Rania, Kurdistan Region , Iraq","institution_ids":["https://openalex.org/I3132703562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036002265","display_name":"Abdulbasit K. Al\u2010Talabani","orcid":"https://orcid.org/0000-0001-6328-204X"},"institutions":[{"id":"https://openalex.org/I4896460","display_name":"Koya University","ror":"https://ror.org/017pq0w72","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4896460"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Abdulbasit K Al-Talabani","raw_affiliation_strings":["Department of Software Engineering, Faculty of Engineering, Koya University , Koya KOY45, Kurdistan Region - F.R. Iraq"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Faculty of Engineering, Koya University , Koya KOY45, Kurdistan Region - F.R. Iraq","institution_ids":["https://openalex.org/I4896460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046591618","display_name":"Jihad Anwar Qadir","orcid":"https://orcid.org/0000-0003-3958-814X"},"institutions":[{"id":"https://openalex.org/I3132703562","display_name":"University of Raparin","ror":"https://ror.org/00fs9wb06","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3132703562"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Jihad Anwar Qadir","raw_affiliation_strings":["Department of Computer Science, University of Raparin , Rania, Kurdistan Region , Iraq"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Raparin , Rania, Kurdistan Region , Iraq","institution_ids":["https://openalex.org/I3132703562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013884829"],"corresponding_institution_ids":["https://openalex.org/I3132703562"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":0.2013,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.45028793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"66","issue":"7","first_page":"1687","last_page":"1697"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9997000098228455,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9997000098228455,"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/T11448","display_name":"Face recognition and analysis","score":0.9987000226974487,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.7222992181777954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7189854979515076},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6878483295440674},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6668199300765991},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6219320297241211},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6103489398956299},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5927844643592834},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4834959805011749},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.4497603178024292},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.43641093373298645},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4310990273952484},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.41983309388160706},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4038574993610382},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19591748714447021},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10461369156837463}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7222992181777954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7189854979515076},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6878483295440674},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6668199300765991},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6219320297241211},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6103489398956299},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5927844643592834},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4834959805011749},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.4497603178024292},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.43641093373298645},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4310990273952484},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.41983309388160706},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4038574993610382},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19591748714447021},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10461369156837463},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxac034","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxac034","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1662407892","https://openalex.org/W2092988036","https://openalex.org/W2125389028","https://openalex.org/W2133665775","https://openalex.org/W2149875507","https://openalex.org/W2151459975","https://openalex.org/W2182507335","https://openalex.org/W2575448570","https://openalex.org/W2620971809","https://openalex.org/W2782072221","https://openalex.org/W2811146364","https://openalex.org/W2891399311","https://openalex.org/W2891950293","https://openalex.org/W2895890896","https://openalex.org/W2902578897","https://openalex.org/W2958880807","https://openalex.org/W2963276927","https://openalex.org/W2963336095","https://openalex.org/W2963410617","https://openalex.org/W2963684088","https://openalex.org/W2998340878","https://openalex.org/W3113296452","https://openalex.org/W3125733373","https://openalex.org/W4240144763","https://openalex.org/W4254669082","https://openalex.org/W4256075511","https://openalex.org/W4298298962","https://openalex.org/W6629756001","https://openalex.org/W6678815747","https://openalex.org/W6685352114","https://openalex.org/W6685919393","https://openalex.org/W6749271710","https://openalex.org/W6754672928","https://openalex.org/W6761030737"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W3178813832","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4226298148","https://openalex.org/W2972144487","https://openalex.org/W4235873501"],"abstract_inverted_index":{"Abstract":[0],"Most":[1],"of":[2,15,44,61],"research":[3],"studies":[4],"that":[5],"have":[6],"dealt":[7],"with":[8,51,58,112],"face":[9,52,67,139],"corrupted":[10,33,56,87,97],"images":[11,57,93],"to":[12,37,75,94,99],"the":[13,80,86,96,108,128],"level":[14],"being":[16],"unrecognizable":[17],"by":[18],"a":[19,31,41,66,100,135],"human":[20],"are":[21],"based":[22,78,89],"on":[23,79,90,130],"full":[24],"image":[25,34,88,98],"reconstruction.":[26],"In":[27],"some":[28],"real":[29],"scenarios,":[30],"single":[32],"might":[35],"need":[36],"be":[38],"recognized":[39],"among":[40],"limited":[42],"number":[43],"available":[45,91],"clean":[46,92],"images.":[47],"This":[48],"study":[49,126],"deals":[50],"identification":[53,68],"from":[54],"artificially":[55],"various":[59],"kinds":[60],"noises.":[62],"The":[63,82,103,125],"work":[64],"proposes":[65],"conditional":[69],"generative":[70],"adversarial":[71],"network":[72],"(FI-CGAN)":[73],"model":[74],"identify":[76],"faces":[77],"CGAN.":[81],"proposed":[83],"models":[84],"reconstruct":[85],"map":[95],"specific":[101],"label.":[102],"classification":[104],"is":[105],"made":[106],"using":[107],"nearest":[109],"neighbor":[110],"method":[111],"peak":[113],"signal-to-noise":[114],"ratio,":[115],"mean":[116],"squared":[117],"error":[118],"and":[119,133],"structural":[120],"similarity":[121],"index":[122],"as":[123],"metrics.":[124],"used":[127],"Specs":[129],"Faces":[131],"dataset":[132],"achieved":[134],"satisfactory":[136],"performance":[137],"for":[138],"identification.":[140]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
