{"id":"https://openalex.org/W4367595667","doi":"https://doi.org/10.1109/msp.2022.3233449","title":"A Survey of Artificial Intelligence in Fashion","display_name":"A Survey of Artificial Intelligence in Fashion","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4367595667","doi":"https://doi.org/10.1109/msp.2022.3233449"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2022.3233449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2022.3233449","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"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 Signal Processing Magazine","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/A5050657161","display_name":"Hung-Jen Chen","orcid":"https://orcid.org/0000-0003-3129-1595"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hung-Jen Chen","raw_affiliation_strings":["National Yang Ming Chiao Tung University (NYCU), Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University (NYCU), Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040050806","display_name":"Hong-Han Shuai","orcid":"https://orcid.org/0000-0003-2216-077X"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hong-Han Shuai","raw_affiliation_strings":["National Yang Ming Chiao Tung University (NYCU), Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University (NYCU), Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000780442","display_name":"Wen-Huang Cheng","orcid":"https://orcid.org/0000-0002-4662-7875"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Huang Cheng","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Graduate Institute of Networking and Multimedia, National Taiwan University (NTU), Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Graduate Institute of Networking and Multimedia, National Taiwan University (NTU), Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050657161"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":3.6108,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.94493409,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"40","issue":"3","first_page":"64","last_page":"73"},"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":0.9987000226974487,"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":0.9987000226974487,"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/T12514","display_name":"Fashion and Cultural Textiles","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1209","display_name":"Museology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.8581069111824036},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7577813863754272},{"id":"https://openalex.org/keywords/fashion-industry","display_name":"Fashion industry","score":0.6660701036453247},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4443255364894867},{"id":"https://openalex.org/keywords/compatibility","display_name":"Compatibility (geochemistry)","score":0.4180380702018738},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4037831127643585},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3422129452228546},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1330164670944214},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.11231943964958191}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.8581069111824036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7577813863754272},{"id":"https://openalex.org/C2989395177","wikidata":"https://www.wikidata.org/wiki/Q12684","display_name":"Fashion industry","level":3,"score":0.6660701036453247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4443255364894867},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.4180380702018738},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4037831127643585},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3422129452228546},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1330164670944214},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.11231943964958191},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/msp.2022.3233449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2022.3233449","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"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 Signal Processing Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1971700777","https://openalex.org/W2133665775","https://openalex.org/W2472257696","https://openalex.org/W2562397084","https://openalex.org/W2564824819","https://openalex.org/W2766114385","https://openalex.org/W2883309205","https://openalex.org/W2896240508","https://openalex.org/W2897299615","https://openalex.org/W2902507247","https://openalex.org/W2962785568","https://openalex.org/W2963373786","https://openalex.org/W2963603520","https://openalex.org/W2963759277","https://openalex.org/W2963832775","https://openalex.org/W2964050021","https://openalex.org/W2969686176","https://openalex.org/W2970190551","https://openalex.org/W2970742241","https://openalex.org/W2981868461","https://openalex.org/W2981963416","https://openalex.org/W2989149111","https://openalex.org/W3011730758","https://openalex.org/W3034463304","https://openalex.org/W3035063214","https://openalex.org/W3108434243","https://openalex.org/W3110156989","https://openalex.org/W3132906222","https://openalex.org/W3162926177","https://openalex.org/W3169770341","https://openalex.org/W3195866476","https://openalex.org/W3202852550","https://openalex.org/W4284692930","https://openalex.org/W4289761690","https://openalex.org/W4292793898","https://openalex.org/W4294292692","https://openalex.org/W4301206121","https://openalex.org/W4312497550","https://openalex.org/W4312740349","https://openalex.org/W6716912179","https://openalex.org/W6718379498","https://openalex.org/W6752910514","https://openalex.org/W6765779288","https://openalex.org/W6795288823"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2741781807"],"abstract_inverted_index":{"The":[0],"fashion":[1,39,45,51,55,58,65,86],"industry":[2],"is":[3],"on":[4],"the":[5,17],"verge":[6],"of":[7,19,34,38,85],"an":[8,32],"unprecedented":[9],"change.":[10],"Fashion":[11],"applications":[12],"are":[13,80,96],"benefiting":[14],"greatly":[15],"from":[16],"development":[18,92],"machine":[20],"learning,":[21],"computer":[22],"vision,":[23],"and":[24,40,50,60,63,70,77],"artificial":[25],"intelligence.":[26],"In":[27],"this":[28],"article,":[29],"we":[30],"present":[31],"overview":[33],"three":[35],"major":[36],"topics":[37],"associated":[41],"state-of-the-art":[42],"techniques:":[43],"1)":[44],"analysis,":[46],"including":[47,57,67],"popularity":[48],"prediction":[49],"trend":[52],"analysis;":[53],"2)":[54],"recommendation,":[56],"compatibility":[59],"outfit":[61],"matching;":[62],"3)":[64],"synthesis,":[66],"makeup":[68],"transfer":[69],"virtual":[71],"try-on.":[72],"Problem":[73],"formulations,":[74],"method":[75],"comparisons,":[76],"evaluation":[78],"metrics":[79],"illustrated":[81],"for":[82,91],"each":[83,94],"topic":[84],"research.":[87,101],"Additionally,":[88],"promising":[89],"directions":[90],"in":[93],"area":[95],"outlined":[97],"to":[98],"inspire":[99],"future":[100]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
