{"id":"https://openalex.org/W2943488693","doi":"https://doi.org/10.1109/iscas.2019.8702303","title":"Face Aging on Realistic Photos by Generative Adversarial Networks","display_name":"Face Aging on Realistic Photos by Generative Adversarial Networks","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2943488693","doi":"https://doi.org/10.1109/iscas.2019.8702303","mag":"2943488693"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2019.8702303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5076770196","display_name":"Chia-Ching Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Ching Wang","raw_affiliation_strings":["Dept. of Electrical Engineering, National Chung Hsing University, TW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, National Chung Hsing University, TW","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083142333","display_name":"Hsin\u2010Hua Liu","orcid":"https://orcid.org/0000-0001-7215-0356"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Hua Liu","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, TW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, TW","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085279585","display_name":"Soo\u2010Chang Pei","orcid":"https://orcid.org/0000-0003-2448-4196"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Soo-Chang Pei","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, TW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, TW","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036481579","display_name":"Kuan-Hsien Liu","orcid":"https://orcid.org/0000-0002-1411-2113"},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuan-Hsien Liu","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National Taichung University of Science and Technology, TW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National Taichung University of Science and Technology, TW","institution_ids":["https://openalex.org/I131948415"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023526360","display_name":"Tsung-Jung Liu","orcid":"https://orcid.org/0000-0003-4296-0942"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Jung Liu","raw_affiliation_strings":["Dept. of Electrical Engineering, National Chung Hsing University, TW"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, National Chung Hsing University, TW","institution_ids":["https://openalex.org/I162838928"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9993000030517578,"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":0.9993000030517578,"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/T11105","display_name":"Advanced Image Processing Techniques","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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9952999949455261,"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":0.7879548072814941},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7780097723007202},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7016098499298096},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6327911019325256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5273191332817078},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5226870775222778},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4282871186733246},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.1641281545162201},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.05904233455657959}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7879548072814941},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7780097723007202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7016098499298096},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6327911019325256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5273191332817078},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5226870775222778},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4282871186733246},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.1641281545162201},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.05904233455657959},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas.2019.8702303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1567822572","https://openalex.org/W2073174616","https://openalex.org/W2157575844","https://openalex.org/W2164287382","https://openalex.org/W2194775991","https://openalex.org/W2293307556","https://openalex.org/W2296171975","https://openalex.org/W2331128040","https://openalex.org/W2339754110","https://openalex.org/W2344482072","https://openalex.org/W2475287302","https://openalex.org/W2517279376","https://openalex.org/W2519536754","https://openalex.org/W2521028896","https://openalex.org/W2546066744","https://openalex.org/W2564755245","https://openalex.org/W2577946330","https://openalex.org/W2587706859","https://openalex.org/W2593414223","https://openalex.org/W2767660127","https://openalex.org/W2902259905","https://openalex.org/W2907363676","https://openalex.org/W2912164984","https://openalex.org/W2949099979","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963373786","https://openalex.org/W2963391470","https://openalex.org/W2963420272","https://openalex.org/W2963470893","https://openalex.org/W2963684088","https://openalex.org/W2963709863","https://openalex.org/W2964121744","https://openalex.org/W4297772798","https://openalex.org/W4298135604","https://openalex.org/W6631190155","https://openalex.org/W6685352114","https://openalex.org/W6691096134","https://openalex.org/W6702130928","https://openalex.org/W6703724764","https://openalex.org/W6718379498","https://openalex.org/W6726983635","https://openalex.org/W6727501944","https://openalex.org/W6729001083","https://openalex.org/W6731043416","https://openalex.org/W6732248266","https://openalex.org/W6746309037","https://openalex.org/W6756601034"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W4210468674","https://openalex.org/W2996316059","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4235873501","https://openalex.org/W4394583518"],"abstract_inverted_index":{"Inspired":[0],"by":[1],"Gatys":[2],"and":[3,7,26,107,113,131],"Goodfellow's":[4],"style":[5],"transfer":[6],"generative":[8],"adversarial":[9],"network":[10],"(GAN),":[11],"we":[12,76,102],"use":[13,114],"CycleGAN":[14,19],"to":[15,65,69,98,117],"achieve":[16],"age":[17],"progression.":[18],"is":[20,128],"good":[21],"at":[22],"generating":[23],"fake":[24,36],"images":[25,37,44,104],"also":[27,39,60,85],"competitive":[28],"with":[29],"other":[30],"GANs.":[31],"It":[32],"not":[33,77,95],"only":[34,78],"generates":[35],"but":[38,84],"increases":[40],"the":[41,50,53,57,74,80,93,111],"number":[42],"of":[43,56,82,105],"in":[45],"our":[46,119,125],"database.":[47],"We":[48,59],"know":[49],"better":[51,54,132],"database,":[52],"performance":[55],"model.":[58,120],"try":[61],"a":[62,87],"deeper":[63],"generator":[64],"transform":[66],"youth":[67],"photos":[68],"elder":[70],"photos.":[71],"To":[72],"avoid":[73],"artifacts,":[75],"adopt":[79],"idea":[81],"\u201ccycle\u201d":[83],"add":[86],"new":[88],"loss":[89],"which":[90],"can":[91],"tell":[92],"discriminator":[94],"too":[96],"strict":[97],"generated":[99],"images.":[100],"Finally,":[101],"collect":[103],"young":[106],"old":[108],"people":[109],"from":[110],"Internet":[112],"unsupervised":[115],"learning":[116],"train":[118],"The":[121],"experimental":[122],"results":[123],"show":[124],"proposed":[126],"method":[127],"indeed":[129],"improved":[130],"than":[133],"before.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
