{"id":"https://openalex.org/W3019067773","doi":"https://doi.org/10.1109/bigcomp48618.2020.00-19","title":"Research Issues on Generative Adversarial Networks and Applications","display_name":"Research Issues on Generative Adversarial Networks and Applications","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3019067773","doi":"https://doi.org/10.1109/bigcomp48618.2020.00-19","mag":"3019067773"},"language":"en","primary_location":{"id":"doi:10.1109/bigcomp48618.2020.00-19","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp48618.2020.00-19","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data and Smart Computing (BigComp)","raw_type":"proceedings-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/A5057292700","display_name":"Mukhiddin Toshpulatov","orcid":"https://orcid.org/0000-0002-8819-852X"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Toshpulatov Mukhiddin","raw_affiliation_strings":["Dep. Industrial Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Dep. Industrial Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084025355","display_name":"Wookey Lee","orcid":"https://orcid.org/0000-0001-8586-4577"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"WooKey Lee","raw_affiliation_strings":["Dep. Industrial Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Dep. Industrial Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041799104","display_name":"Suan Lee","orcid":"https://orcid.org/0000-0002-3047-1167"},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Suan Lee","raw_affiliation_strings":["Dep. Industrial Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Dep. Industrial Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025795636","display_name":"Tojiboev Rashid","orcid":null},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tojiboev Rashid","raw_affiliation_strings":["Dep. Industrial Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Dep. Industrial Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057292700"],"corresponding_institution_ids":["https://openalex.org/I191879574"],"apc_list":null,"apc_paid":null,"fwci":0.7816,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.7360859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"487","last_page":"488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9790999889373779,"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":0.9790999889373779,"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":0.9463000297546387,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9322999715805054,"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/adversarial-system","display_name":"Adversarial system","score":0.8544420003890991},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.8239610195159912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7754852771759033},{"id":"https://openalex.org/keywords/section","display_name":"Section (typography)","score":0.6990662813186646},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5909583568572998},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5722944736480713},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5316458344459534},{"id":"https://openalex.org/keywords/teleconference","display_name":"Teleconference","score":0.5168524384498596},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.45675358176231384},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.43931835889816284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4336608052253723},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3639194965362549},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30207252502441406}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8544420003890991},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.8239610195159912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7754852771759033},{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.6990662813186646},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5909583568572998},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5722944736480713},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5316458344459534},{"id":"https://openalex.org/C126669455","wikidata":"https://www.wikidata.org/wiki/Q1630941","display_name":"Teleconference","level":2,"score":0.5168524384498596},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.45675358176231384},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.43931835889816284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4336608052253723},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3639194965362549},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30207252502441406},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigcomp48618.2020.00-19","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp48618.2020.00-19","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data and Smart Computing (BigComp)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4385421777","https://openalex.org/W3178813832","https://openalex.org/W4377980832","https://openalex.org/W2971552217","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4226298148","https://openalex.org/W2972144487"],"abstract_inverted_index":{"Generative":[0,59,80],"Adversarial":[1,60,81],"Networks":[2],"introduces":[3],"a":[4],"challenging":[5],"problem":[6],"in":[7,30],"the":[8,58,71,75],"field":[9],"of":[10,79],"image":[11],"generation":[12],"and":[13,25,46,67,69],"computer":[14],"vision.":[15],"Generating":[16],"especially":[17],"3D":[18],"face":[19],"images":[20],"is":[21,28],"becoming":[22],"very":[23],"significant":[24],"difficult.":[26],"This":[27,49],"openings":[29],"many":[31],"interesting":[32],"applications":[33,66],"including":[34],"Virtual":[35,42],"Reality,":[36,38],"Augmented":[37],"Computer":[39],"games,":[40],"teleconferencing,":[41],"try-on,":[43],"Special":[44],"effect,":[45],"so":[47],"on.":[48],"paper":[50],"contains":[51],"three":[52],"sections.":[53],"The":[54,62],"first":[55],"section":[56,64,73],"describes":[57,65,74],"Networks.":[61,82],"second":[63],"methods":[68],"finally,":[70],"last":[72],"future":[76],"research":[77],"directions":[78]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}