{"id":"https://openalex.org/W4283819367","doi":"https://doi.org/10.3390/s22135002","title":"Would Your Clothes Look Good on Me? Towards Transferring Clothing Styles with Adaptive Instance Normalization","display_name":"Would Your Clothes Look Good on Me? Towards Transferring Clothing Styles with Adaptive Instance Normalization","publication_year":2022,"publication_date":"2022-07-02","ids":{"openalex":"https://openalex.org/W4283819367","doi":"https://doi.org/10.3390/s22135002","pmid":"https://pubmed.ncbi.nlm.nih.gov/35808497"},"language":"en","primary_location":{"id":"doi:10.3390/s22135002","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22135002","pdf_url":"https://www.mdpi.com/1424-8220/22/13/5002/pdf?version=1657099527","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/13/5002/pdf?version=1657099527","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008195333","display_name":"Tomaso Fontanini","orcid":"https://orcid.org/0000-0001-6595-4874"},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Tomaso Fontanini","raw_affiliation_strings":["Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6595-4874","affiliations":[{"raw_affiliation_string":"Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy","institution_ids":["https://openalex.org/I124601658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028907737","display_name":"Claudio Ferrari","orcid":"https://orcid.org/0000-0001-9465-6753"},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Ferrari","raw_affiliation_strings":["Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9465-6753","affiliations":[{"raw_affiliation_string":"Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy","institution_ids":["https://openalex.org/I124601658"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008195333"],"corresponding_institution_ids":["https://openalex.org/I124601658"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.4859,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.58780079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"22","issue":"13","first_page":"5002","last_page":"5002"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9958999752998352,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9951000213623047,"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/clothing","display_name":"Clothing","score":0.9123643040657043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7428585886955261},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7310531139373779},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.5890754461288452},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.521070122718811},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5033079981803894},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.47493866086006165},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3853068947792053},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0902315080165863},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.07644316554069519}],"concepts":[{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.9123643040657043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7428585886955261},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7310531139373779},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.5890754461288452},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.521070122718811},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5033079981803894},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.47493866086006165},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3853068947792053},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0902315080165863},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.07644316554069519},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003020","descriptor_name":"Clothing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003020","descriptor_name":"Clothing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003020","descriptor_name":"Clothing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22135002","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22135002","pdf_url":"https://www.mdpi.com/1424-8220/22/13/5002/pdf?version=1657099527","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35808497","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35808497","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:7f7cb3c26913457aba19f87d3cc59cb6","is_oa":true,"landing_page_url":"https://doaj.org/article/7f7cb3c26913457aba19f87d3cc59cb6","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":"Sensors, Vol 22, Iss 13, p 5002 (2022)","raw_type":"article"},{"id":"pmh:oai:flore.unifi.it:2158/1452129","is_oa":false,"landing_page_url":"https://hdl.handle.net/2158/1452129","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/13/5002/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22135002","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 13; Pages: 5002","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9269762","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9269762","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22135002","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22135002","pdf_url":"https://www.mdpi.com/1424-8220/22/13/5002/pdf?version=1657099527","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W181871703","https://openalex.org/W2170881581","https://openalex.org/W2200092826","https://openalex.org/W2275363859","https://openalex.org/W2295130376","https://openalex.org/W2331128040","https://openalex.org/W2471768434","https://openalex.org/W2475287302","https://openalex.org/W2523978282","https://openalex.org/W2550673061","https://openalex.org/W2583638424","https://openalex.org/W2603777577","https://openalex.org/W2605066040","https://openalex.org/W2605335366","https://openalex.org/W2617602381","https://openalex.org/W2767210436","https://openalex.org/W2782510554","https://openalex.org/W2905373637","https://openalex.org/W2913186260","https://openalex.org/W2962690307","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963163163","https://openalex.org/W2963233340","https://openalex.org/W2963630103","https://openalex.org/W2963767194","https://openalex.org/W2963890275","https://openalex.org/W2964050021","https://openalex.org/W2964094136","https://openalex.org/W2964318046","https://openalex.org/W2967819436","https://openalex.org/W2981959899","https://openalex.org/W3010052540","https://openalex.org/W3034229012","https://openalex.org/W3034600949","https://openalex.org/W3035574324","https://openalex.org/W3115879670","https://openalex.org/W3130073172","https://openalex.org/W3135326696","https://openalex.org/W3147506324","https://openalex.org/W3162633357","https://openalex.org/W3183544223","https://openalex.org/W4206770608","https://openalex.org/W4224273707","https://openalex.org/W4229450911","https://openalex.org/W4301206121","https://openalex.org/W4320013936","https://openalex.org/W6738438352","https://openalex.org/W6747401689","https://openalex.org/W6761466256","https://openalex.org/W6762009872","https://openalex.org/W6765779288","https://openalex.org/W6790394315"],"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":{"Several":[0],"applications":[1],"of":[2,18,28,32,52,73,130,159,180],"deep":[3],"learning,":[4],"such":[5],"as":[6,34],"image":[7,15,26,103],"classification":[8],"and":[9,13,56,104,113,144,148,166,174,178],"retrieval,":[10],"recommendation":[11],"systems,":[12],"especially":[14],"synthesis,":[16],"are":[17],"great":[19],"interest":[20],"to":[21,69,100,108,114,125,153],"the":[22,71,87,123,128,142,145,150,156,170,176],"fashion":[23,111],"industry.":[24],"Recently,":[25],"generation":[27],"clothes":[29,116],"gained":[30],"lot":[31],"popularity":[33],"it":[35,48,107],"is":[36,42],"a":[37,97,101,131,138],"very":[38],"challenging":[39],"task":[40],"that":[41,91],"far":[43],"from":[44,86],"being":[45],"solved.":[46],"Additionally,":[47],"would":[49],"open":[50],"lots":[51],"possibilities":[53],"for":[54],"designers":[55],"stylists":[57],"enhancing":[58],"their":[59],"creativity.":[60],"For":[61],"this":[62,65],"reason,":[63],"in":[64,95],"paper":[66],"we":[67,105,121],"propose":[68],"tackle":[70],"problem":[72],"style":[74,151,157],"transfer":[75,115],"between":[76,134,141],"two":[77],"different":[78,81],"people":[79],"wearing":[80],"clothes.":[82,161],"We":[83,162],"draw":[84],"inspiration":[85],"recent":[88,171],"StarGANv2":[89],"architecture":[90,124],"reached":[92],"impressive":[93],"results":[94],"transferring":[96],"target":[98,143,160],"domain":[99],"source":[102,146],"adapted":[106],"work":[109,126],"with":[110,169],"images":[112],"styles.":[117],"In":[118],"more":[119],"detail,":[120],"modified":[122],"without":[127],"need":[129],"clear":[132],"separation":[133],"multiple":[135],"domains,":[136],"added":[137],"perceptual":[139],"loss":[140],"clothes,":[147],"edited":[149],"encoder":[152],"better":[154],"represent":[155],"information":[158],"performed":[163],"both":[164],"qualitative":[165],"quantitative":[167],"experiments":[168],"DeepFashion2":[172],"dataset":[173],"proved":[175],"efficacy":[177],"novelty":[179],"our":[181],"method.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}