{"id":"https://openalex.org/W3044088420","doi":"https://doi.org/10.1109/access.2020.3011699","title":"ID Preserving Face Super-Resolution Generative Adversarial Networks","display_name":"ID Preserving Face Super-Resolution Generative Adversarial Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3044088420","doi":"https://doi.org/10.1109/access.2020.3011699","mag":"3044088420"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3011699","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3011699","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09146819.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/8948470/09146819.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072084780","display_name":"Jinning Li","orcid":"https://orcid.org/0000-0003-1927-9999"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinning Li","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103181294","display_name":"Yichen Zhou","orcid":"https://orcid.org/0000-0002-0596-2087"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yichen Zhou","raw_affiliation_strings":["Department of Computer Science, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-0596-2087","affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029275607","display_name":"Jie Ding","orcid":"https://orcid.org/0000-0002-5637-228X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Ding","raw_affiliation_strings":["Department of Electronic Engineering, School of Information Science and Engineering, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5637-228X","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, School of Information Science and Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100622590","display_name":"Cen Chen","orcid":"https://orcid.org/0000-0003-1389-0148"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cen Chen","raw_affiliation_strings":["Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029757365","display_name":"Xulei Yang","orcid":"https://orcid.org/0000-0002-7002-4564"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xulei Yang","raw_affiliation_strings":["Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3833,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.60889003,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"138373","last_page":"138381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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":0.9926000237464905,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9886000156402588,"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":0.7604244947433472},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6853278875350952},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6323736906051636},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5611943602561951},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5531036257743835},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5468317270278931},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5453649163246155},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5322195291519165},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.5044564008712769},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4803927540779114},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45658984780311584},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"Cosine similarity","score":0.44762346148490906},{"id":"https://openalex.org/keywords/superresolution","display_name":"Superresolution","score":0.44048547744750977},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.4280592203140259},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3721020221710205},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3483034670352936},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1832108497619629},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.0592271089553833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7604244947433472},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6853278875350952},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6323736906051636},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5611943602561951},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5531036257743835},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5468317270278931},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5453649163246155},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5322195291519165},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.5044564008712769},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4803927540779114},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45658984780311584},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.44762346148490906},{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.44048547744750977},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.4280592203140259},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3721020221710205},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3483034670352936},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1832108497619629},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0592271089553833},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.3011699","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3011699","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09146819.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/197369","is_oa":false,"landing_page_url":"https://scholarbank.nus.edu.sg/handle/10635/197369","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus OA2020","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:1a516f66983a4558961d9306f565cb38","is_oa":true,"landing_page_url":"https://doaj.org/article/1a516f66983a4558961d9306f565cb38","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 138373-138381 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3011699","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3011699","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09146819.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3044088420.pdf","grobid_xml":"https://content.openalex.org/works/W3044088420.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1509966554","https://openalex.org/W1782590233","https://openalex.org/W1834627138","https://openalex.org/W2096733369","https://openalex.org/W2125389028","https://openalex.org/W2145287260","https://openalex.org/W2214802144","https://openalex.org/W2331128040","https://openalex.org/W2475287302","https://openalex.org/W2607041014","https://openalex.org/W2747898905","https://openalex.org/W2798691622","https://openalex.org/W2798706078","https://openalex.org/W2798748382","https://openalex.org/W2799209711","https://openalex.org/W2810518847","https://openalex.org/W2891158090","https://openalex.org/W2895542678","https://openalex.org/W2901534369","https://openalex.org/W2923205827","https://openalex.org/W2963073614","https://openalex.org/W2963372104","https://openalex.org/W2963460857","https://openalex.org/W2963466847","https://openalex.org/W2963470893","https://openalex.org/W2963729050","https://openalex.org/W2963864522","https://openalex.org/W2964101377","https://openalex.org/W2964121592","https://openalex.org/W2964167901","https://openalex.org/W2964193438","https://openalex.org/W2964337551","https://openalex.org/W2979639244","https://openalex.org/W3099206234","https://openalex.org/W6602211262","https://openalex.org/W6630649318","https://openalex.org/W6678815747","https://openalex.org/W6683590716","https://openalex.org/W6687214662","https://openalex.org/W6702130928","https://openalex.org/W6754405603","https://openalex.org/W6755246749"],"related_works":["https://openalex.org/W3005996785","https://openalex.org/W2914998939","https://openalex.org/W4288624664","https://openalex.org/W4328029048","https://openalex.org/W2952936466","https://openalex.org/W3208312582","https://openalex.org/W4226067002","https://openalex.org/W4306789193","https://openalex.org/W3003183197","https://openalex.org/W4386519296"],"abstract_inverted_index":{"We":[0,128],"propose":[1,87],"an":[2],"ID":[3,33],"Preserving":[4],"Face":[5],"Super-Resolution":[6],"Generative":[7],"Adversarial":[8],"Networks":[9],"(IP-FSRGAN)":[10],"to":[11,36,41,90,94,148],"reconstruct":[12],"realistic":[13,49],"super-resolution":[14,50,63,113],"face":[15,67,97,102,150],"images":[16],"from":[17,122],"low-resolution":[18,101],"ones.":[19],"Inspired":[20],"by":[21,131],"the":[22,38,43,66,76,96,134],"success":[23],"of":[24,78,119,124],"generative":[25],"adversarial":[26],"networks":[27],"(GAN),":[28],"we":[29,86],"introduce":[30],"a":[31,88,116],"novel":[32],"preserving":[34],"module":[35],"help":[37],"generator":[39],"learn":[40],"infer":[42],"facial":[44],"details":[45],"and":[46,58,72,81,146],"synthesize":[47],"more":[48],"faces.":[51,127],"Our":[52],"method":[53],"produces":[54],"satisfactory":[55],"visual":[56],"results":[57],"also":[59,129],"quantitatively":[60],"outperforms":[61],"state-of-the-art":[62],"methods":[64],"on":[65,100],"datasets":[68,74],"including":[69],"CASIA-Webface,":[70],"CelebA,":[71],"LFW":[73],"under":[75,141],"metrics":[77],"PSNR,":[79],"SSIM,":[80],"cosine":[82],"similarity.":[83],"In":[84],"addition,":[85],"framework":[89],"apply":[91],"IP-FSRGAN":[92,136],"model":[93,137],"address":[95],"verification":[98,117,151],"task":[99],"images.":[103],"The":[104],"synthesized":[105],"<inline-formula":[106],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[107],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[108],"<tex-math":[109],"notation=\"LaTeX\">$4\\times":[110],"$":[111],"</tex-math></inline-formula>":[112],"faces":[114],"achieve":[115],"accuracy":[118],"97.6%,":[120],"improved":[121],"92.8%":[123],"low":[125],"resolution":[126],"prove":[130],"experiments":[132],"that":[133],"proposed":[135],"demonstrates":[138],"excellent":[139],"robustness":[140],"different":[142],"downsample":[143],"scaling":[144],"factors":[145],"extensibility":[147],"various":[149],"models.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
