{"id":"https://openalex.org/W3017300133","doi":"https://doi.org/10.1007/s10462-020-09835-4","title":"Deep learning for face image synthesis and semantic manipulations: a review and future perspectives","display_name":"Deep learning for face image synthesis and semantic manipulations: a review and future perspectives","publication_year":2020,"publication_date":"2020-04-19","ids":{"openalex":"https://openalex.org/W3017300133","doi":"https://doi.org/10.1007/s10462-020-09835-4","mag":"3017300133"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-020-09835-4","doi":"https://doi.org/10.1007/s10462-020-09835-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-020-09835-4","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"volume":null,"type":"article","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/A5091055449","display_name":"Mahla Abdolahnejad","orcid":"https://orcid.org/0000-0001-6614-8540","observed_orcids":["https://orcid.org/0000-0001-6614-8540"]},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mahla Abdolahnejad","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, K1S 5B6, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, K1S 5B6, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100659849","display_name":"Peter Xiaoping Liu","orcid":"https://orcid.org/0000-0002-8703-6967","observed_orcids":["https://orcid.org/0000-0002-8703-6967"]},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peter Xiaoping Liu","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, K1S 5B6, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, K1S 5B6, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091055449"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":null,"fwci":1.6028,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.83753631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"53","issue":"8","first_page":"5847","last_page":"5880"},"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":0.9042999744415283,"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":0.9042999744415283,"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":0.09350000321865082,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.0007999999797903001,"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/face-synthesis","display_name":"face synthesis","score":0.984000027179718},{"id":"https://openalex.org/keywords/semantic-manipulation","display_name":"semantic manipulation","score":0.6650000214576721},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.7070000171661377},{"id":"https://openalex.org/keywords/face-perception","display_name":"face perception","score":0.5289999842643738},{"id":"https://openalex.org/keywords/generative-models","display_name":"generative models","score":0.7770000100135803},{"id":"https://openalex.org/keywords/facial-images","display_name":"face images","score":0.3230000138282776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7948888540267944},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6637966632843018},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6505277156829834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6226957440376282},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.43836697936058044},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4335317611694336},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.42178788781166077},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10575509071350098},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0645555853843689},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-020-09835-4","doi":"https://doi.org/10.1007/s10462-020-09835-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-020-09835-4","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W299440670","https://openalex.org/W1583912456","https://openalex.org/W1686810756","https://openalex.org/W1782590233","https://openalex.org/W1834627138","https://openalex.org/W1909320841","https://openalex.org/W1915328033","https://openalex.org/W1924619199","https://openalex.org/W1997927507","https://openalex.org/W2019111214","https://openalex.org/W2019464758","https://openalex.org/W2021954824","https://openalex.org/W2096733369","https://openalex.org/W2100495367","https://openalex.org/W2101790396","https://openalex.org/W2115733720","https://openalex.org/W2117539524","https://openalex.org/W2125389028","https://openalex.org/W2163569468","https://openalex.org/W2173520492","https://openalex.org/W2194321275","https://openalex.org/W2202109488","https://openalex.org/W2267126114","https://openalex.org/W2275363859","https://openalex.org/W2328078142","https://openalex.org/W2344328033","https://openalex.org/W2409550820","https://openalex.org/W2411541852","https://openalex.org/W2412589713","https://openalex.org/W2419408991","https://openalex.org/W2419829353","https://openalex.org/W2461455396","https://openalex.org/W2471149695","https://openalex.org/W2471440592","https://openalex.org/W2475287302","https://openalex.org/W2551906536","https://openalex.org/W2552465644","https://openalex.org/W2552611751","https://openalex.org/W2558151185","https://openalex.org/W2581236139","https://openalex.org/W2583729509","https://openalex.org/W2586628080","https://openalex.org/W2587706859","https://openalex.org/W2592480533","https://openalex.org/W2598581049","https://openalex.org/W2605195953","https://openalex.org/W2606169792","https://openalex.org/W2610460387","https://openalex.org/W2611605760","https://openalex.org/W2617561348","https://openalex.org/W2626822260","https://openalex.org/W2737047298","https://openalex.org/W2738406145","https://openalex.org/W2751777443","https://openalex.org/W2759269552","https://openalex.org/W2768368415","https://openalex.org/W2787887017","https://openalex.org/W2806833697","https://openalex.org/W2883183894","https://openalex.org/W2883861033","https://openalex.org/W2900151392","https://openalex.org/W2904367110","https://openalex.org/W2912990735","https://openalex.org/W2919115771","https://openalex.org/W2951004968","https://openalex.org/W2959891120","https://openalex.org/W2962760235","https://openalex.org/W2962793481","https://openalex.org/W2963139417","https://openalex.org/W2963444790","https://openalex.org/W2963791174","https://openalex.org/W2963800363","https://openalex.org/W2966880194","https://openalex.org/W6931599257"],"related_works":["https://openalex.org/W2963267868","https://openalex.org/W6963954649","https://openalex.org/W4286877118","https://openalex.org/W7143772756","https://openalex.org/W4322487870","https://openalex.org/W4390534338","https://openalex.org/W7098901951","https://openalex.org/W2055190170","https://openalex.org/W2331282277","https://openalex.org/W4312409772"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-04-24T00:00:00"}