{"id":"https://openalex.org/W3042866438","doi":"https://doi.org/10.1109/access.2020.3009470","title":"Detail-Preserving CycleGAN-AdaIN Framework for Image-to-Ink Painting Translation","display_name":"Detail-Preserving CycleGAN-AdaIN Framework for Image-to-Ink Painting Translation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3042866438","doi":"https://doi.org/10.1109/access.2020.3009470","mag":"3042866438"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3009470","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3009470","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09142197.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/ielx7/6287639/8948470/09142197.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101884774","display_name":"Fengquan Zhang","orcid":"https://orcid.org/0000-0002-3329-539X"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fengquan Zhang","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3329-539X","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060181734","display_name":"Huaming Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaming Gao","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101428532","display_name":"Yuping Lai","orcid":"https://orcid.org/0000-0003-2478-0024"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuping Lai","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2478-0024","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101884774"],"corresponding_institution_ids":["https://openalex.org/I1456306"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8635,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.88007353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"132002","last_page":"132011"},"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":0.9986000061035156,"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":0.9986000061035156,"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":0.988099992275238,"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":0.9689000248908997,"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":0.8154622316360474},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.6875587105751038},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6371408104896545},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.4555635452270508},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.44821375608444214},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43994849920272827},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4257334768772125},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.420514315366745},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.4119873642921448},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3242444097995758}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8154622316360474},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.6875587105751038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6371408104896545},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.4555635452270508},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.44821375608444214},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43994849920272827},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4257334768772125},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.420514315366745},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.4119873642921448},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3242444097995758},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3009470","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3009470","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09142197.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:doaj.org/article:501161427b5144cd8a7c7891da476dfc","is_oa":true,"landing_page_url":"https://doaj.org/article/501161427b5144cd8a7c7891da476dfc","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 132002-132011 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3009470","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3009470","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09142197.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":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G1665286646","display_name":null,"funder_award_id":"VRLAB2020B10","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"},{"id":"https://openalex.org/G2030132589","display_name":null,"funder_award_id":"4194076","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G2174251409","display_name":null,"funder_award_id":"61402016","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"},{"id":"https://openalex.org/G315533461","display_name":null,"funder_award_id":"61402016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3219453861","display_name":null,"funder_award_id":"4154067","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G3528788094","display_name":null,"funder_award_id":"2016000026833ZK09","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"},{"id":"https://openalex.org/G4435568452","display_name":null,"funder_award_id":"4154067","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"},{"id":"https://openalex.org/G5464585924","display_name":null,"funder_award_id":"19YJC760150","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"},{"id":"https://openalex.org/G6282632273","display_name":null,"funder_award_id":"18YTC038","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"},{"id":"https://openalex.org/G6376626499","display_name":null,"funder_award_id":"XN018001","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"},{"id":"https://openalex.org/G6471214034","display_name":null,"funder_award_id":"XN018001","funder_id":"https://openalex.org/F4320325862","funder_display_name":"North China University of Technology"},{"id":"https://openalex.org/G7808453113","display_name":null,"funder_award_id":"4182018","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"},{"id":"https://openalex.org/G8765439893","display_name":null,"funder_award_id":"VRLAB2020B10","funder_id":"https://openalex.org/F4320326839","funder_display_name":"State Key Laboratory of Virtual Reality Technology and Systems"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320325862","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652"},{"id":"https://openalex.org/F4320326839","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3042866438.pdf","grobid_xml":"https://content.openalex.org/works/W3042866438.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W2125389028","https://openalex.org/W2133665775","https://openalex.org/W2593414223","https://openalex.org/W2603777577","https://openalex.org/W2612021783","https://openalex.org/W2739748921","https://openalex.org/W2802849976","https://openalex.org/W2890599881","https://openalex.org/W2896718548","https://openalex.org/W2951523806","https://openalex.org/W2953096069","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962964479","https://openalex.org/W2963073614","https://openalex.org/W2963226019","https://openalex.org/W2963684088","https://openalex.org/W2963767194","https://openalex.org/W2963890275","https://openalex.org/W2963920537","https://openalex.org/W2964201867","https://openalex.org/W2964891139","https://openalex.org/W2989207674","https://openalex.org/W3159890710","https://openalex.org/W4294568686","https://openalex.org/W4294643831","https://openalex.org/W4295521014","https://openalex.org/W4301206121","https://openalex.org/W4320013936","https://openalex.org/W6621378261","https://openalex.org/W6640174519","https://openalex.org/W6678815747","https://openalex.org/W6685352114","https://openalex.org/W6688325169","https://openalex.org/W6715501732","https://openalex.org/W6718140377","https://openalex.org/W6732249622","https://openalex.org/W6734564793","https://openalex.org/W6735913928","https://openalex.org/W6739366716","https://openalex.org/W6741832134","https://openalex.org/W6745560452","https://openalex.org/W6765779288"],"related_works":["https://openalex.org/W4288069866","https://openalex.org/W4323644272","https://openalex.org/W4405115932","https://openalex.org/W3166129411","https://openalex.org/W2936127876","https://openalex.org/W4387421677","https://openalex.org/W4213477128","https://openalex.org/W2957407072","https://openalex.org/W4312511225","https://openalex.org/W4281776416"],"abstract_inverted_index":{"Image":[0],"translation":[1],"tasks":[2],"based":[3,70],"on":[4,71],"generative":[5],"models":[6],"have":[7],"become":[8],"an":[9,120],"important":[10],"research":[11],"area,":[12],"such":[13],"as":[14],"the":[15,36,51,57,67,72,88,91,104,107,111,115,127,131,138,141,146,153,164,174,183,197],"general":[16],"framework":[17,69],"for":[18],"unsupervised":[19],"image":[20,40,92],"translation-CycleGAN":[21],"(Cycle-Consistent":[22],"Generative":[23],"Adversarial":[24],"Networks).":[25],"A":[26],"typical":[27],"advantage":[28],"of":[29,38,53,59,90,106,114,130,140,185],"CycleGAN":[30,73],"is":[31],"that":[32,178],"it":[33],"can":[34,76,181],"realize":[35],"training":[37],"two":[39,102],"sets":[41],"without":[42],"pairing,":[43],"but":[44],"there":[45],"are":[46],"still":[47],"some":[48],"problems":[49],"in":[50,103,152,167],"preservation":[52],"semantic":[54],"information":[55,113],"and":[56,172,192],"learning":[58],"specific":[60],"features.":[61],"In":[62,84,134],"this":[63],"paper,":[64],"we":[65,94,118,144],"propose":[66],"CycleGAN-AdaIN":[68],"model,":[74],"which":[75],"translate":[77],"real":[78,187],"photos":[79,188],"into":[80],"Chinese":[81],"ink":[82,116,190],"paintings.":[83],"order":[85],"to":[86,100,136,156,189],"retain":[87],"content":[89],"completely,":[93],"use":[95],"one":[96],"cycle":[97],"consistency":[98],"loss":[99,151,155],"replace":[101],"structure":[105],"model.":[108,199],"To":[109],"learn":[110],"style":[112],"painting,":[117],"introduce":[119],"AdaIN":[121],"(Adaptive":[122],"Instance":[123],"Normalization)":[124],"module":[125],"before":[126],"decoding":[128],"process":[129],"generation":[132],"network.":[133],"addition,":[135],"correct":[137],"details":[139],"generated":[142],"image,":[143],"add":[145],"MS-SSIM":[147],"(Multi-Scale-Structural":[148],"Similarity":[149],"Index)":[150],"reconstruction":[154],"generate":[157],"a":[158],"higher":[159],"quality":[160],"image.":[161],"Compared":[162],"with":[163],"existing":[165],"methods":[166],"FID,":[168],"Kernel":[169],"MMD,":[170],"PSNR":[171],"SSIM,":[173],"experiment":[175],"results":[176],"show":[177],"our":[179],"method":[180],"accomplish":[182],"task":[184],"transferring":[186],"paintings":[191],"get":[193],"better":[194],"performance":[195],"than":[196],"baseline":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
