{"id":"https://openalex.org/W4389232923","doi":"https://doi.org/10.1109/access.2023.3338864","title":"Re-Aging GAN++: Temporally Consistent Transformation of Faces in Videos","display_name":"Re-Aging GAN++: Temporally Consistent Transformation of Faces in Videos","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389232923","doi":"https://doi.org/10.1109/access.2023.3338864"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3338864","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3338864","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10339323.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10339323.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026117039","display_name":"Farkhod Makhmudkhujaev","orcid":"https://orcid.org/0000-0003-2594-8327"},"institutions":[{"id":"https://openalex.org/I21256249","display_name":"Tashkent University of Information Technology","ror":"https://ror.org/05987a729","country_code":"UZ","type":"education","lineage":["https://openalex.org/I21256249"]}],"countries":["UZ"],"is_corresponding":true,"raw_author_name":"Farkhod Makhmudkhujaev","raw_affiliation_strings":["AI and Programming Department, Tashkent University of Information Technologies, Tashkent, Uzbekistan"],"affiliations":[{"raw_affiliation_string":"AI and Programming Department, Tashkent University of Information Technologies, Tashkent, Uzbekistan","institution_ids":["https://openalex.org/I21256249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044809763","display_name":"Sungeun Hong","orcid":"https://orcid.org/0000-0003-1774-9168"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungeun Hong","raw_affiliation_strings":["Department of Immersive Media Engineering, Sungkyunkwan University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Immersive Media Engineering, Sungkyunkwan University, Seoul, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091701800","display_name":"In Kyu Park","orcid":"https://orcid.org/0000-0003-4774-7841"},"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":"In Kyu Park","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Inha University, Incheon, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026117039"],"corresponding_institution_ids":["https://openalex.org/I21256249"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3665,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61530924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"137377","last_page":"137386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9995999932289124,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9995999932289124,"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":0.9908000230789185,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9282000064849854,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.557091236114502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4618476927280426},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.4566442668437958},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3524640202522278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34793514013290405},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3209838271141052},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10197162628173828}],"concepts":[{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.557091236114502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4618476927280426},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.4566442668437958},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3524640202522278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34793514013290405},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3209838271141052},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10197162628173828},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3338864","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3338864","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10339323.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0401f8841bb94fbd92033dfcfb59f206","is_oa":true,"landing_page_url":"https://doaj.org/article/0401f8841bb94fbd92033dfcfb59f206","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 137377-137386 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3338864","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3338864","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10339323.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1975787116","display_name":null,"funder_award_id":"2022R1A4A1033549","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3510917025","display_name":null,"funder_award_id":"2022R1","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G388785597","display_name":null,"funder_award_id":"2022R1A4A1033549","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G5498447830","display_name":null,"funder_award_id":"2022R1A4A1033549","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7685055460","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321370","display_name":"Inha University","ror":"https://ror.org/01easw929"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389232923.pdf","grobid_xml":"https://content.openalex.org/works/W4389232923.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2070604790","https://openalex.org/W2587706859","https://openalex.org/W2592232824","https://openalex.org/W2630837129","https://openalex.org/W2792263949","https://openalex.org/W2798706078","https://openalex.org/W2808062989","https://openalex.org/W2808407985","https://openalex.org/W2951939904","https://openalex.org/W2954609848","https://openalex.org/W2962757337","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2962974533","https://openalex.org/W2963391470","https://openalex.org/W2963767194","https://openalex.org/W2964252316","https://openalex.org/W2964261768","https://openalex.org/W2965813579","https://openalex.org/W2969985801","https://openalex.org/W2991591391","https://openalex.org/W2996870993","https://openalex.org/W3014852036","https://openalex.org/W3034521057","https://openalex.org/W3034600949","https://openalex.org/W3035574324","https://openalex.org/W3081414579","https://openalex.org/W3108663077","https://openalex.org/W3138753100","https://openalex.org/W3157065519","https://openalex.org/W3163883640","https://openalex.org/W3167016577","https://openalex.org/W3173102319","https://openalex.org/W3173855207","https://openalex.org/W3176913662","https://openalex.org/W3181462058","https://openalex.org/W3204663154","https://openalex.org/W4210660866","https://openalex.org/W4214545063","https://openalex.org/W4214545547","https://openalex.org/W4225995446","https://openalex.org/W4287817254","https://openalex.org/W4295036733","https://openalex.org/W4301206121","https://openalex.org/W4311034013","https://openalex.org/W4311806034","https://openalex.org/W6631190155","https://openalex.org/W6735204497","https://openalex.org/W6739696289","https://openalex.org/W6749927861","https://openalex.org/W6765779288","https://openalex.org/W6766759079","https://openalex.org/W6797469170"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0],"challenge":[1],"of":[2,7,36,89,121],"transforming":[3],"the":[4,19,34,77,87,90,95,118,124,128],"apparent":[5],"age":[6,44,62,83,92,133,163],"human":[8],"faces":[9],"in":[10,22,64,135],"videos":[11,65,136],"has":[12],"not":[13],"been":[14],"adequately":[15],"addressed":[16],"due":[17],"to":[18,59,85,130],"complexities":[20],"involved":[21],"preserving":[23],"spatial":[24],"and":[25,155],"temporal":[26],"consistency.":[27],"This":[28],"task":[29],"is":[30],"further":[31],"complicated":[32],"by":[33],"scarcity":[35],"video":[37],"datasets":[38],"featuring":[39],"specific":[40],"individuals":[41],"across":[42,161],"various":[43],"groups.":[45,164],"To":[46],"address":[47],"these":[48],"issues,":[49],"we":[50],"introduce":[51],"Re-Aging":[52],"GAN++":[53],"(RAGAN++),":[54],"a":[55,104],"unified":[56],"framework":[57],"designed":[58],"perform":[60,131],"facial":[61,115,132,152],"transformation":[63,134],"utilizing":[66],"an":[67],"innovative":[68],"GAN-based":[69],"model":[70,126],"trained":[71,139],"on":[72,141],"still":[73],"image":[74,142],"data.":[75,143],"Initially,":[76],"modulation":[78],"process":[79],"acquires":[80],"multi-scale":[81],"personalized":[82],"features":[84],"depict":[86],"attributes":[88],"target":[91],"group.":[93],"Subsequently,":[94],"encoder":[96],"applies":[97],"Gaussian":[98],"smoothing":[99],"at":[100],"each":[101],"scale,":[102],"ensuring":[103],"seamless":[105],"frame-to-frame":[106],"transition":[107],"that":[108],"accounts":[109],"for":[110],"inter-frame":[111],"variations,":[112],"such":[113],"as":[114],"motion":[116],"within":[117],"camera\u2019s":[119],"field":[120],"view.":[122],"Remarkably,":[123],"proposed":[125,145],"demonstrates":[127],"ability":[129],"despite":[137],"being":[138],"exclusively":[140],"Our":[144],"method":[146],"exhibits":[147],"exceptional":[148],"spatio-temporal":[149],"consistency":[150],"concerning":[151],"identity,":[153],"expression,":[154],"pose":[156],"while":[157],"maintaining":[158],"natural":[159],"variations":[160],"diverse":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
