{"id":"https://openalex.org/W4413469070","doi":"https://doi.org/10.1109/tmm.2025.3599050","title":"Artistic Style Transfer via Fine-Grained Text Guidance and Contrastive Semantics Similarity","display_name":"Artistic Style Transfer via Fine-Grained Text Guidance and Contrastive Semantics Similarity","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413469070","doi":"https://doi.org/10.1109/tmm.2025.3599050"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3599050","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3599050","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},"type":"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/A5100343213","display_name":"Linfeng Li","orcid":"https://orcid.org/0009-0005-2514-4005"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linfeng Li","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103044807","display_name":"Chunmei Qing","orcid":"https://orcid.org/0000-0002-4733-306X"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunmei Qing","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4733-306X","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049817490","display_name":"Junpeng Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junpeng Tan","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9546-4331","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038029642","display_name":"Jianxiu Jin","orcid":"https://orcid.org/0009-0006-4606-3412"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiu Jin","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007354180","display_name":"Xiangmin Xu","orcid":"https://orcid.org/0000-0003-4573-5820"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangmin Xu","raw_affiliation_strings":["School of Future Technology, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4573-5820","affiliations":[{"raw_affiliation_string":"School of Future Technology, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23053435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"7570","last_page":"7583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9672999978065491,"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":0.8342397212982178},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6760965585708618},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6631561517715454},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6143887639045715},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5566281080245972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.470449835062027},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3994954228401184},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20309513807296753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8342397212982178},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6760965585708618},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6631561517715454},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6143887639045715},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5566281080245972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.470449835062027},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3994954228401184},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20309513807296753},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3599050","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3599050","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3753994725","display_name":null,"funder_award_id":"2023A1515012568","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G5248781783","display_name":null,"funder_award_id":"2022A1515011555","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G7951659883","display_name":"VR\u73af\u5883\u4e0b\u56fe\u50cf\u60c5\u611f\u98ce\u683c\u8f6c\u6362\u7814\u7a76","funder_award_id":"61972163","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"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2047643928","https://openalex.org/W2103559027","https://openalex.org/W2133665775","https://openalex.org/W2275363859","https://openalex.org/W2475287302","https://openalex.org/W2603777577","https://openalex.org/W2604721644","https://openalex.org/W2902999818","https://openalex.org/W2950689937","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2963095605","https://openalex.org/W2963163163","https://openalex.org/W2963966654","https://openalex.org/W2964024144","https://openalex.org/W2969803502","https://openalex.org/W2989045104","https://openalex.org/W3045438096","https://openalex.org/W3088751363","https://openalex.org/W3135203219","https://openalex.org/W3174194560","https://openalex.org/W3177457352","https://openalex.org/W3180355996","https://openalex.org/W3198085397","https://openalex.org/W3202767484","https://openalex.org/W3204777666","https://openalex.org/W3216156094","https://openalex.org/W4211083527","https://openalex.org/W4214926101","https://openalex.org/W4281253515","https://openalex.org/W4285604311","https://openalex.org/W4293812123","https://openalex.org/W4312282373","https://openalex.org/W4312283676","https://openalex.org/W4312502087","https://openalex.org/W4312546057","https://openalex.org/W4312738392","https://openalex.org/W4312933868","https://openalex.org/W4313029666","https://openalex.org/W4379806248","https://openalex.org/W4385805200","https://openalex.org/W4386071613","https://openalex.org/W4386071778","https://openalex.org/W4386075545","https://openalex.org/W4386113271","https://openalex.org/W4386721758","https://openalex.org/W4390871856","https://openalex.org/W4394597158","https://openalex.org/W4399919740","https://openalex.org/W4402667886","https://openalex.org/W4402727534","https://openalex.org/W4403212014"],"related_works":["https://openalex.org/W2356229341","https://openalex.org/W2349768204","https://openalex.org/W4313326281","https://openalex.org/W574867512","https://openalex.org/W2387271333","https://openalex.org/W581389233","https://openalex.org/W2361120309","https://openalex.org/W632157940","https://openalex.org/W2387981414","https://openalex.org/W2361546210"],"abstract_inverted_index":{"Due":[0],"to":[1,11,32,116,132,174],"the":[2,13,83,88,118,124,134,143,167,176,199],"development":[3],"of":[4,16,120,178],"text-image":[5,121],"multimodal":[6,179],"methods,":[7],"text":[8,45,58,85,193],"is":[9,105,130,149,172],"used":[10],"guide":[12],"style":[14,28,36,78,102,200],"transfer":[15,79,201],"images,":[17],"which":[18,104],"has":[19],"attracted":[20],"growing":[21],"attention.":[22],"Notably,":[23],"The":[24],"existing":[25],"text-guided":[26],"image":[27],"methods":[29],"are":[30],"limited":[31],"expressing":[33],"specific":[34],"artistic":[35,77,192],"through":[37],"simple":[38],"text.":[39],"It":[40,95],"can":[41,96,189],"only":[42],"accept":[43,97],"coarse-grained":[44],"input":[46,59],"such":[47,60],"as":[48,61,93,101],"\u201cVan":[49],"Gogh\u201d":[50],"and":[51,54,87,156,182,195],"\u201cWhite":[52],"Cloud\u201d,":[53],"cannot":[55],"understand":[56],"fine-grained":[57,84,109,191],"\u201cThe":[62],"Night":[63],"Caf\u00e9":[64],"by":[65,160,204],"Vincent":[66],"van":[67],"Gogh\u201d.":[68],"To":[69],"this":[70,72,114],"end,":[71],"paper":[73],"proposes":[74],"a":[75,162],"novel":[76],"network":[80],"based":[81],"on":[82],"guidance":[86],"contrastive":[89,168],"semantics":[90,169],"similarity,":[91],"named":[92],"TCStyler.":[94],"images":[98],"or":[99],"texts":[100],"guidance,":[103],"more":[106],"suitable":[107],"for":[108,151],"content":[110],"understanding":[111],"stylization.":[112],"In":[113],"network,":[115],"address":[117,175],"issue":[119],"cross-modal":[122],"discrepancy,":[123],"residual":[125],"attention":[126],"feature":[127,140,154],"mapper":[128],"(RAFM)":[129],"introduced":[131],"constrain":[133],"differences":[135],"between":[136],"different":[137,205],"modalities":[138],"in":[139,198],"space.":[141],"Then,":[142],"global":[144,163],"cascading":[145],"style-sharing":[146],"module":[147],"(GCSM)":[148],"proposed":[150],"performing":[152],"content-style":[153],"fusion":[155,159],"image-text":[157],"modality":[158],"adopting":[161],"feature-sharing":[164],"strategy.":[165],"Furthermore,":[166],"similarity":[170],"loss":[171],"designed":[173],"problem":[177],"universality.":[180],"Quantitative":[181],"visualization":[183],"experiments":[184],"demonstrate":[185],"that":[186],"our":[187],"TCStyler":[188],"handle":[190],"inputs":[194],"maintain":[196],"consistency":[197],"results":[202],"guided":[203],"modalities.":[206]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}