{"id":"https://openalex.org/W3134190725","doi":"https://doi.org/10.1109/tip.2021.3061933","title":"RelightGAN: Instance-level Generative Adversarial Network for Face Illumination Transfer","display_name":"RelightGAN: Instance-level Generative Adversarial Network for Face Illumination Transfer","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3134190725","doi":"https://doi.org/10.1109/tip.2021.3061933","mag":"3134190725","pmid":"https://pubmed.ncbi.nlm.nih.gov/33651694"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2021.3061933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3061933","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5102955110","display_name":"Weihong Xu","orcid":"https://orcid.org/0000-0003-4814-1147"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weihong Xu","raw_affiliation_strings":["Guangdong Key Laboratory of Information Security Technology, Guangzhou, China","Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Guangzhou, China","School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Information Security Technology, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018298892","display_name":"Xiaohua Xie","orcid":"https://orcid.org/0000-0002-0310-4679"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohua Xie","raw_affiliation_strings":["Guangdong Key Laboratory of Information Security Technology, Guangzhou, China","Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Guangzhou, China","School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Information Security Technology, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034685928","display_name":"Jianhuang Lai","orcid":"https://orcid.org/0000-0003-3883-2024"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhuang Lai","raw_affiliation_strings":["Guangdong Key Laboratory of Information Security Technology, Guangzhou, China","Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Guangzhou, China","School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Information Security Technology, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102955110"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":0.9607,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.76660131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"30","issue":null,"first_page":"3450","last_page":"3460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9980999827384949,"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":0.9980999827384949,"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":0.9975000023841858,"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":0.9922000169754028,"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":0.7542033195495605},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6898698806762695},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.607885479927063},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5658819675445557},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5383627414703369},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4884709417819977},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.48375439643859863},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.472206175327301},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43629834055900574},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4294761121273041},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3949434161186218},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3685510754585266},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14285314083099365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7542033195495605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6898698806762695},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.607885479927063},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5658819675445557},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5383627414703369},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4884709417819977},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.48375439643859863},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.472206175327301},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43629834055900574},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4294761121273041},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3949434161186218},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3685510754585266},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14285314083099365},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2021.3061933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3061933","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:33651694","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33651694","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3598252596","display_name":null,"funder_award_id":"62072482","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1572745618","https://openalex.org/W1782590233","https://openalex.org/W1834627138","https://openalex.org/W1899185266","https://openalex.org/W1969306251","https://openalex.org/W1970325335","https://openalex.org/W1982471090","https://openalex.org/W1994616650","https://openalex.org/W2002134729","https://openalex.org/W2002464721","https://openalex.org/W2003780634","https://openalex.org/W2014204036","https://openalex.org/W2021900574","https://openalex.org/W2063718733","https://openalex.org/W2086665547","https://openalex.org/W2099471712","https://openalex.org/W2104050961","https://openalex.org/W2107002953","https://openalex.org/W2108428911","https://openalex.org/W2114017732","https://openalex.org/W2135272067","https://openalex.org/W2136606992","https://openalex.org/W2143180797","https://openalex.org/W2147009092","https://openalex.org/W2156772312","https://openalex.org/W2166954368","https://openalex.org/W2173520492","https://openalex.org/W2194775991","https://openalex.org/W2331128040","https://openalex.org/W2502312327","https://openalex.org/W2738763667","https://openalex.org/W2739748921","https://openalex.org/W2773332582","https://openalex.org/W2793668851","https://openalex.org/W2899500769","https://openalex.org/W2902967946","https://openalex.org/W2911422169","https://openalex.org/W2912990735","https://openalex.org/W2946137858","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963420272","https://openalex.org/W2963444790","https://openalex.org/W2963684088","https://openalex.org/W2963767194","https://openalex.org/W2963996492","https://openalex.org/W2964057425","https://openalex.org/W2964121744","https://openalex.org/W2979836745","https://openalex.org/W2988058144","https://openalex.org/W3034338913","https://openalex.org/W4231726432","https://openalex.org/W4320013936","https://openalex.org/W6631190155","https://openalex.org/W6639927594","https://openalex.org/W6677250733","https://openalex.org/W6683177053","https://openalex.org/W6685352114","https://openalex.org/W6702130928","https://openalex.org/W6724804524","https://openalex.org/W6741832134","https://openalex.org/W6749097180"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W4210468674","https://openalex.org/W2384651879","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":{"Face":[0],"illumination":[1,26,34],"perception":[2],"and":[3,17],"processing":[4],"is":[5,30,55,85,102],"a":[6,37,42],"significantly":[7,139],"difficult":[8],"issue":[9],"especially":[10],"due":[11],"to":[12,31,41,104,107],"asymmetric":[13],"shadings,":[14],"local":[15,18,111],"highlights,":[16],"shadows.":[19],"This":[20],"study":[21],"focuses":[22],"on":[23],"the":[24,33,59,65,98,110],"face":[25,39,44,83,124],"transfer":[27,32,53],"problem,":[28,72],"which":[29,90,126],"style":[35],"from":[36],"reference":[38],"image":[40,45],"target":[43],"while":[46],"preserving":[47],"other":[48],"attributes.":[49],"Such":[50],"an":[51,75,92],"instance-level":[52,76],"task":[54],"more":[56],"challenging":[57],"than":[58,142],"domain-level":[60],"one":[61],"that":[62,135],"only":[63],"considers":[64],"pre-defined":[66],"lighting":[67,112,118],"categories.":[68],"To":[69],"tackle":[70],"this":[71],"we":[73],"develop":[74],"conditional":[77],"Generative":[78],"Adversarial":[79],"Networks":[80],"(GAN).":[81],"Specifically,":[82],"identifier":[84],"integrated":[86],"into":[87],"GAN":[88,106],"learning,":[89],"enables":[91],"individual-specific":[93],"low-level":[94],"visual":[95],"generation.":[96],"Moreover,":[97],"illumination-inspired":[99],"attention":[100],"mechanism":[101],"conducted":[103],"allow":[105],"well":[108],"handle":[109],"effect.":[113],"Our":[114],"method":[115,137],"requires":[116],"neither":[117],"categorization,":[119],"3D":[120],"information,":[121],"nor":[122],"strict":[123],"alignment,":[125],"are":[127],"often":[128],"employed":[129],"by":[130],"traditional":[131],"methods.":[132,144],"Experiments":[133],"demonstrate":[134],"our":[136],"achieves":[138],"better":[140],"results":[141],"previous":[143]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}