{"id":"https://openalex.org/W4417073162","doi":"https://doi.org/10.1145/3743093.3771015","title":"STCGen:Sketch-based Text-to-Clothing Image Generation with Contour and Style Consistency","display_name":"STCGen:Sketch-based Text-to-Clothing Image Generation with Contour and Style Consistency","publication_year":2025,"publication_date":"2025-12-06","ids":{"openalex":"https://openalex.org/W4417073162","doi":"https://doi.org/10.1145/3743093.3771015"},"language":null,"primary_location":{"id":"doi:10.1145/3743093.3771015","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3743093.3771015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM International Conference on Multimedia in Asia","raw_type":"proceedings-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":null,"display_name":"Fei Fang","orcid":"https://orcid.org/0009-0005-7920-4843"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fei Fang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China"],"raw_orcid":"https://orcid.org/0009-0005-7920-4843","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Heng Jiang","orcid":"https://orcid.org/0009-0008-9269-2310"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Jiang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China"],"raw_orcid":"https://orcid.org/0009-0008-9269-2310","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010234985","display_name":"Jiawen Yan","orcid":"https://orcid.org/0009-0004-8007-2465"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawen Yan","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China"],"raw_orcid":"https://orcid.org/0009-0004-8007-2465","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100768160","display_name":"Chunxia Xiao","orcid":"https://orcid.org/0000-0002-4526-6297"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunxia Xiao","raw_affiliation_strings":["School of Computer Science, Wuhan University, wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4526-6297","affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076582919","display_name":"Ruhan He","orcid":"https://orcid.org/0000-0002-1918-6939"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruhan He","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1918-6939","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jia Chen","orcid":"https://orcid.org/0009-0006-3329-6495"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Chen","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China"],"raw_orcid":"https://orcid.org/0009-0006-3329-6495","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068015974","display_name":"Mingfu Xiong","orcid":"https://orcid.org/0000-0003-0487-0356"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingfu Xiong","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-0487-0356","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China and Hubei Provincial Engineering Research Center for Intelligent Textile and Fashion, wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024540054","display_name":"Tao Peng","orcid":"https://orcid.org/0000-0003-1085-7246"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Peng","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1085-7246","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074593997","display_name":"Xinrong Hu","orcid":"https://orcid.org/0000-0001-6563-669X"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinrong Hu","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6563-669X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan Textile University, wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210119942"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3803287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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":0.9721999764442444,"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":0.9721999764442444,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.007899999618530273,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.006599999964237213,"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/sketch","display_name":"Sketch","score":0.6858000159263611},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6535000205039978},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.6294999718666077},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6039000153541565},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5881999731063843},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5307999849319458},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.5044000148773193},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42800000309944153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7301999926567078},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.6858000159263611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6632999777793884},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6535000205039978},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.6294999718666077},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6039000153541565},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5881999731063843},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5307999849319458},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.5044000148773193},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.484499990940094},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42800000309944153},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4237000048160553},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.33000001311302185},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.31040000915527344},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.29820001125335693},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C134400042","wikidata":"https://www.wikidata.org/wiki/Q2372244","display_name":"Symbol (formal)","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.2872999906539917},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.28690001368522644},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.273499995470047}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3743093.3771015","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3743093.3771015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM International Conference on Multimedia in Asia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2133665775","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963636051","https://openalex.org/W2963800363","https://openalex.org/W2964024144","https://openalex.org/W3168686693","https://openalex.org/W4214582496","https://openalex.org/W4312529868","https://openalex.org/W4312933868","https://openalex.org/W4375928651","https://openalex.org/W4385537492","https://openalex.org/W4386066731","https://openalex.org/W4386071613","https://openalex.org/W4386076027","https://openalex.org/W4386172409","https://openalex.org/W4390871780","https://openalex.org/W4390872387","https://openalex.org/W4390873054","https://openalex.org/W4392151693","https://openalex.org/W4393148714","https://openalex.org/W4394625750","https://openalex.org/W4398163699","https://openalex.org/W4402713110","https://openalex.org/W4406610835"],"related_works":[],"abstract_inverted_index":{"In":[0,49],"modern":[1],"fashion":[2],"design":[3],"field,":[4],"it":[5],"is":[6,33],"a":[7,105,130],"mainstream":[8],"practice":[9],"to":[10,65,87,110,134],"generate":[11,66],"clothing":[12,37,67,154],"images":[13,68],"by":[14,24],"combining":[15,28],"sketch":[16,80],"and":[17,30,46,63,72,92,118],"text.":[18],"However,":[19],"the":[20,36,39,79,94,112,139],"image":[21,41,100,125],"quality":[22,140],"generated":[23,40],"existing":[25],"multimodal":[26,57],"methods":[27],"sketches":[29,62,86],"text":[31,64,115],"descriptions":[32],"suboptimal,":[34],"as":[35],"in":[38,151],"often":[42],"lacks":[43],"contour":[44],"accuracy":[45],"stylistic":[47,120],"coherence.":[48,126],"this":[50],"paper,":[51],"we":[52,77,103,128],"present":[53],"STCGen,":[54],"an":[55],"advanced":[56],"framework":[58],"that":[59,147],"uses":[60],"both":[61],"with":[69],"improved":[70],"contours":[71],"more":[73],"consistent":[74],"style.":[75],"First,":[76],"introduce":[78],"prior":[81],"embedding":[82],"module,":[83],"which":[84],"processes":[85],"extract":[88],"key":[89],"structural":[90],"features":[91],"ensure":[93,119],"consistency":[95],"of":[96,114,141],"contours,":[97],"thereby":[98,122],"enhancing":[99,123],"details.":[101],"Second,":[102],"propose":[104,129],"cross":[106],"space":[107],"attention":[108],"mechanism":[109],"address":[111],"issue":[113],"information":[116],"loss":[117],"consistency,":[121],"overall":[124],"Finally,":[127],"network":[131],"simplification":[132],"scheme":[133],"reduce":[135],"complexity":[136],"without":[137],"compromising":[138],"resulting":[142],"images.":[143,155],"Experimental":[144],"results":[145],"demonstrate":[146],"our":[148],"method":[149],"excels":[150],"generating":[152],"high-fidelity":[153]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-12-06T00:00:00"}
