{"id":"https://openalex.org/W3133914604","doi":"https://doi.org/10.1117/1.jei.30.2.023003","title":"Semi-supervised face aging and rejuvenating","display_name":"Semi-supervised face aging and rejuvenating","publication_year":2021,"publication_date":"2021-03-08","ids":{"openalex":"https://openalex.org/W3133914604","doi":"https://doi.org/10.1117/1.jei.30.2.023003","mag":"3133914604"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/1.jei.30.2.023003","pdf_url":null,"source":{"id":"https://openalex.org/S158511090","display_name":"Journal of Electronic Imaging","issn_l":"1017-9909","issn":["1017-9909","1560-229X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5010658326","display_name":"Wanyue Ma","orcid":"https://orcid.org/0000-0003-1059-743X"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanyue Ma","raw_affiliation_strings":["Nanjing University of Information Science and Technology, School of Electronic and Information Engin"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology, School of Electronic and Information Engin","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074510234","display_name":"Yuan Zhou","orcid":"https://orcid.org/0000-0002-8224-6068"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhou","raw_affiliation_strings":["Nanjing University of Information Science and Technology, School of Artificial Intelligence, Nanjing"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology, School of Artificial Intelligence, Nanjing","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049302472","display_name":"Jun He","orcid":"https://orcid.org/0000-0003-1671-2283"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun He","raw_affiliation_strings":["Nanjing University of Information Science and Technology, School of Artificial Intelligence, Nanjing"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology, School of Artificial Intelligence, Nanjing","institution_ids":["https://openalex.org/I200845125"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.102,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.342289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":57,"max":67},"biblio":{"volume":"30","issue":"02","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9997,"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":0.9997,"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":0.9887,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9379,"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/discriminator","display_name":"Discriminator","score":0.7877136}],"concepts":[{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.7877136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7121966},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6118611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5593354},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.55356044},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5526345},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5050848},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.46966207},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.4377552},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3536867},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32496867},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.103497565},{"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/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/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/1.jei.30.2.023003","pdf_url":null,"source":{"id":"https://openalex.org/S158511090","display_name":"Journal of Electronic Imaging","issn_l":"1017-9909","issn":["1017-9909","1560-229X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.56,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"616012301"}],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4381885966","https://openalex.org/W4293320219","https://openalex.org/W4283584549","https://openalex.org/W3156863413","https://openalex.org/W3110074278","https://openalex.org/W2998859928","https://openalex.org/W2953246223","https://openalex.org/W2618858825","https://openalex.org/W2554314924","https://openalex.org/W2366944513"],"abstract_inverted_index":{"Face":[0],"aging":[1,29,42,48,94],"and":[2,13,25,31,43,49,147],"rejuvenating":[3,44],"work":[4],"effectively":[5],"in":[6,144],"public":[7],"security":[8],"criminal":[9],"investigation,":[10],"cross-age":[11],"recognition,":[12],"entertainment.":[14],"However,":[15],"three":[16],"main":[17],"problems":[18],"still":[19],"exist:":[20],"the":[21,71,89,105,112,125,129],"lack":[22],"of":[23,34,128],"accurate":[24],"sufficient":[26],"dataset,":[27],"low":[28],"effect,":[30],"poor":[32],"preservation":[33],"personal":[35,126,145],"information.":[36],"We":[37],"propose":[38],"a":[39,53,64,79,117],"semi-supervised":[40],"face":[41,47,62,93],"method":[45,120],"for":[46],"rejuvenating.":[50,96],"In":[51,115],"particular,":[52],"conditional":[54],"encoder":[55],"is":[56,68,108,121],"utilized":[57,122],"to":[58,77,102,110,123],"map":[59],"an":[60],"input":[61],"into":[63],"latent":[65,83],"vector,":[66],"which":[67],"used":[69],"by":[70],"generator":[72,113],"network":[73,107,137],"with":[74],"age":[75,90,148],"conditions":[76],"produce":[78],"new":[80],"face.":[81,131],"The":[82],"vector":[84],"preserves":[85],"identity":[86,146],"information,":[87],"whereas":[88],"label":[91],"controls":[92],"or":[95],"To":[97],"make":[98],"generated":[99,130],"features":[100],"closer":[101],"prior":[103],"features,":[104],"discriminator":[106],"designed":[109],"assist":[111],"network.":[114],"addition,":[116],"cycle":[118],"optimized":[119],"preserve":[124],"information":[127],"Experimental":[132],"results":[133],"demonstrate":[134],"that":[135],"our":[136],"can":[138],"generate":[139],"more":[140],"realistic":[141],"faces,":[142],"both":[143],"consistency.":[149]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3133914604","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-01-06T16:56:36.034978","created_date":"2021-03-15"}