{"id":"https://openalex.org/W4379535963","doi":"https://doi.org/10.1109/access.2023.3283260","title":"Image and Video Style Transfer Based on Transformer","display_name":"Image and Video Style Transfer Based on Transformer","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379535963","doi":"https://doi.org/10.1109/access.2023.3283260"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3283260","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3283260","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10144763.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":null,"license_id":null,"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/ielx7/6287639/10005208/10144763.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032541074","display_name":"F. Sun","orcid":"https://orcid.org/0009-0002-4110-0633"},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sun Fengxue","raw_affiliation_strings":["Electronic Information Department, Dalian Polytechnic University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0002-4110-0633","affiliations":[{"raw_affiliation_string":"Electronic Information Department, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sun Yanguo","orcid":"https://orcid.org/0000-0003-1426-3402"},"institutions":[{"id":"https://openalex.org/I191996457","display_name":"Dalian Medical University","ror":"https://ror.org/04c8eg608","country_code":"CN","type":"education","lineage":["https://openalex.org/I191996457"]},{"id":"https://openalex.org/I4210100868","display_name":"Second Affiliated Hospital of Dalian Medical University","ror":"https://ror.org/012f2cn18","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100868"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sun Yanguo","raw_affiliation_strings":["Information Center, The Second Hospital of Dalian Medical University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-1426-3402","affiliations":[{"raw_affiliation_string":"Information Center, The Second Hospital of Dalian Medical University, Dalian, China","institution_ids":["https://openalex.org/I191996457","https://openalex.org/I4210100868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092102250","display_name":"Lan Zhenping","orcid":null},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Zhenping","raw_affiliation_strings":["Electronic Information Department, Dalian Polytechnic University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Information Department, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101940337","display_name":"Yanqi Wang","orcid":"https://orcid.org/0009-0009-9387-6004"},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Yanqi","raw_affiliation_strings":["Electronic Information Department, Dalian Polytechnic University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0009-9387-6004","affiliations":[{"raw_affiliation_string":"Electronic Information Department, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhang Nianchao","orcid":null},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Nianchao","raw_affiliation_strings":["Electronic Information Department, Dalian Polytechnic University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Information Department, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103132353","display_name":"Yuru Wang","orcid":"https://orcid.org/0000-0002-2309-1043"},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Yuru","raw_affiliation_strings":["Electronic Information Department, Dalian Polytechnic University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Information Department, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"last","author":{"id":null,"display_name":"Li Ping","orcid":null},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Ping","raw_affiliation_strings":["Electronic Information Department, Dalian Polytechnic University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Information Department, Dalian Polytechnic University, Dalian, China","institution_ids":["https://openalex.org/I88372448"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.688,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.65800927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"56400","last_page":"56407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9987999796867371,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9987999796867371,"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":0.6700695753097534},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5576378107070923},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42716801166534424},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.41420865058898926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35798323154449463},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1493287980556488},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10003340244293213},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09412872791290283},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09209465980529785},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.07978171110153198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6700695753097534},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5576378107070923},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42716801166534424},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.41420865058898926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35798323154449463},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1493287980556488},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10003340244293213},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09412872791290283},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09209465980529785},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.07978171110153198}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3283260","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3283260","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10144763.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:425688a033b1402f887fd15df5b63205","is_oa":true,"landing_page_url":"https://doaj.org/article/425688a033b1402f887fd15df5b63205","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 11, Pp 56400-56407 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3283260","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3283260","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10144763.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379535963.pdf","grobid_xml":"https://content.openalex.org/works/W4379535963.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1999360130","https://openalex.org/W2099407246","https://openalex.org/W2339754110","https://openalex.org/W2475287302","https://openalex.org/W2564755245","https://openalex.org/W2583638424","https://openalex.org/W2603777577","https://openalex.org/W2604737827","https://openalex.org/W2950689937","https://openalex.org/W2959891120","https://openalex.org/W2963095605","https://openalex.org/W2963683323","https://openalex.org/W2969803502","https://openalex.org/W2993087067","https://openalex.org/W2997418011","https://openalex.org/W3034580487","https://openalex.org/W3035057895","https://openalex.org/W3037093687","https://openalex.org/W3086415202","https://openalex.org/W3092904003","https://openalex.org/W3093370337","https://openalex.org/W3135203219","https://openalex.org/W3161120562","https://openalex.org/W3166513219","https://openalex.org/W3175433303","https://openalex.org/W3177457352","https://openalex.org/W3202767484","https://openalex.org/W4287022992","https://openalex.org/W4298135604","https://openalex.org/W4385245566","https://openalex.org/W6733155073","https://openalex.org/W6738438352","https://openalex.org/W6779610424","https://openalex.org/W6795892075","https://openalex.org/W6800217721"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0,161],"essence":[1],"of":[2,28,55,81,112,159],"image":[3,17,42,69,104],"style":[4,29,43,70,105],"transfer":[5,71,106],"is":[6,66,76],"to":[7,52,143],"generate":[8],"images":[9,65],"that":[10,101,147],"both":[11,170],"maintain":[12],"in":[13,37,41,78,169],"the":[14,20,26,53,63,79,86,109,113,133,141],"original":[15],"content":[16,82,131,153],"and":[18,61,132,172],"present":[19],"effect":[21],"with":[22,117],"artistic":[23],"features":[24],"under":[25],"guidance":[27],"images.":[30,83,115],"Deep":[31],"learning\u2019s":[32],"quick":[33],"rise":[34],"has":[35,122],"resulted":[36],"even":[38],"more":[39],"achievements":[40],"transfer,":[44],"an":[45],"otherwise":[46],"popular":[47],"study":[48],"area.":[49],"Nevertheless,":[50],"due":[51],"limitations":[54],"Convolutional":[56],"Neural":[57],"Networks":[58],"(CNN),":[59],"extracting":[60],"retaining":[62],"input":[64,114],"problematic.":[67],"Therefore,":[68],"based":[72,95,107,151],"on":[73,96,108,152],"traditional":[74,118,166],"CNN":[75],"biased":[77],"representation":[80],"To":[84],"address":[85],"above":[87],"problems,":[88],"this":[89],"paper":[90],"proposes":[91],"STLTSF":[92,121,163],"(Style":[93],"Transfer":[94],"Transformer),":[97],"a":[98,144],"transformer-based":[99],"method":[100,146],"may":[102,139],"achieve":[103],"long-range":[110],"dependencies":[111],"Compared":[116],"visual":[119],"transformers,":[120],"two":[123],"different":[124],"transformer":[125],"encoders,":[126],"one":[127],"for":[128,135],"generating":[129,136],"domain-specific":[130],"other":[134],"styles.":[137],"We":[138],"convert":[140],"encoder":[142],"decoding":[145],"can":[148],"be":[149],"styled":[150],"sequences":[154],"by":[155],"using":[156],"numerous":[157],"layers":[158],"transformers.":[160],"suggested":[162],"approach":[164],"outperforms":[165],"CNN-based":[167],"methods":[168],"qualitative":[171],"quantitative":[173],"experiments.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}