{"id":"https://openalex.org/W3165136521","doi":"https://doi.org/10.1155/2021/5577735","title":"A New Algorithm for Sketch\u2010Based Fashion Image Retrieval Based on Cross\u2010Domain Transformation","display_name":"A New Algorithm for Sketch\u2010Based Fashion Image Retrieval Based on Cross\u2010Domain Transformation","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3165136521","doi":"https://doi.org/10.1155/2021/5577735","mag":"3165136521"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5577735","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5577735","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5577735.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/5577735.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108047483","display_name":"Haopeng Lei","orcid":null},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haopeng Lei","raw_affiliation_strings":["School of Computer and Information Engineering, Jiangxi Normal University, Nanchang 330022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Jiangxi Normal University, Nanchang 330022, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091328794","display_name":"Simin Chen","orcid":"https://orcid.org/0000-0001-8153-7392"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Simin Chen","raw_affiliation_strings":["School of Computer and Information Engineering, Jiangxi Normal University, Nanchang 330022, China"],"raw_orcid":"https://orcid.org/0000-0001-8153-7392","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Jiangxi Normal University, Nanchang 330022, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033849258","display_name":"Mingwen Wang","orcid":"https://orcid.org/0000-0002-8118-9612"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwen Wang","raw_affiliation_strings":["School of Computer and Information Engineering, Jiangxi Normal University, Nanchang 330022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Jiangxi Normal University, Nanchang 330022, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006921134","display_name":"Xiangjian He","orcid":"https://orcid.org/0000-0001-8962-540X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiangjian He","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Sydney NSW 2007, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Sydney NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395314","display_name":"Wenjing Jia","orcid":"https://orcid.org/0000-0002-0940-3338"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wenjing Jia","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Sydney NSW 2007, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Sydney NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101457102","display_name":"Sibo Li","orcid":"https://orcid.org/0000-0002-8785-2614"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Sibo Li","raw_affiliation_strings":["School of Computer and Information Engineering, Jiangxi Normal University, Nanchang 330022, China","School of Electrical and Data Engineering, University of Technology Sydney, Sydney NSW 2007, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Jiangxi Normal University, Nanchang 330022, China","institution_ids":["https://openalex.org/I53592917"]},{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Sydney NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091328794"],"corresponding_institution_ids":["https://openalex.org/I53592917"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":1.0637,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70424032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.986299991607666,"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"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.986299991607666,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9824000000953674,"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":0.9689000248908997,"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":0.9150184392929077},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.8461623191833496},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6723986864089966},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6069390177726746},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5308849215507507},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5261228680610657},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4587962329387665},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4425414502620697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3911038637161255},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.34031200408935547},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32859277725219727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9150184392929077},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.8461623191833496},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6723986864089966},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6069390177726746},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5308849215507507},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5261228680610657},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4587962329387665},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4425414502620697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3911038637161255},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.34031200408935547},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32859277725219727},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/5577735","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5577735","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5577735.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/149881","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/149881","pdf_url":"http://hdl.handle.net/10453/149881","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:d312326f252b4318a1d6ee78b2b3daa3","is_oa":false,"landing_page_url":"https://doaj.org/article/d312326f252b4318a1d6ee78b2b3daa3","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5577735","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5577735","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5577735.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G1676782426","display_name":null,"funder_award_id":"61877031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3314631440","display_name":null,"funder_award_id":"61876074","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G378644636","display_name":null,"funder_award_id":"201908360112","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G945722046","display_name":"\u57fa\u4e8e\u624b\u7ed8\u8349\u56fe\u4ea4\u4e92\u7684\u4e09\u7ef4\u670d\u88c5\u6a21\u578b\u7ec6\u7c92\u5ea6\u68c0\u7d22\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61762050","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/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320327476","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3165136521.pdf","grobid_xml":"https://content.openalex.org/works/W3165136521.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1479841565","https://openalex.org/W1503798456","https://openalex.org/W1844684489","https://openalex.org/W1892078565","https://openalex.org/W1921293667","https://openalex.org/W1946323491","https://openalex.org/W1972420097","https://openalex.org/W1976047850","https://openalex.org/W2048568806","https://openalex.org/W2054508433","https://openalex.org/W2128543433","https://openalex.org/W2143183660","https://openalex.org/W2200092826","https://openalex.org/W2202109488","https://openalex.org/W2313077179","https://openalex.org/W2466618734","https://openalex.org/W2467281799","https://openalex.org/W2471768434","https://openalex.org/W2493181180","https://openalex.org/W2603445054","https://openalex.org/W2748769660","https://openalex.org/W2938500406","https://openalex.org/W2948085278","https://openalex.org/W2962793481","https://openalex.org/W2964167449","https://openalex.org/W2964172523","https://openalex.org/W3039706108","https://openalex.org/W3103752442","https://openalex.org/W3111553629","https://openalex.org/W3112024811","https://openalex.org/W3112442347","https://openalex.org/W3131165010"],"related_works":["https://openalex.org/W2185495922","https://openalex.org/W1971224820","https://openalex.org/W2963977451","https://openalex.org/W3188573563","https://openalex.org/W4287064674","https://openalex.org/W3201246199","https://openalex.org/W1976890290","https://openalex.org/W2098836165","https://openalex.org/W2900584650","https://openalex.org/W2990774877"],"abstract_inverted_index":{"Due":[0,76],"to":[1,22,42,71,77,145],"the":[2,14,44,50,78,83,119,127,131,136,147,154,166,192,198,202],"rise":[3],"of":[4,150,194],"e\u2010commerce":[5],"platforms,":[6],"online":[7],"shopping":[8],"has":[9,237],"become":[10],"a":[11,36,63,95,104,172,239],"trend.":[12],"However,":[13],"current":[15],"mainstream":[16],"retrieval":[17,56,60,111,148,177],"methods":[18],"are":[19,123,140],"still":[20],"limited":[21],"using":[23],"text":[24],"or":[25],"exemplar":[26],"images":[27,91],"as":[28],"input.":[29],"For":[30],"huge":[31],"commodity":[32],"databases,":[33],"it":[34],"remains":[35],"long\u2010standing":[37],"unsolved":[38],"problem":[39],"for":[40,69,107,211],"users":[41,70],"find":[43],"interested":[45],"products":[46],"quickly.":[47],"Different":[48],"from":[49],"traditional":[51],"text\u2010based":[52],"and":[53,66,86,121,135,143,163,209,215,224,231],"exemplar\u2010based":[54],"image":[55,59,110,157,176],"techniques,":[57],"sketch\u2010based":[58,108,174],"(SBIR)":[61],"provides":[62],"more":[64],"intuitive":[65],"natural":[67],"way":[68],"specify":[72],"their":[73],"search":[74],"need.":[75],"large":[79],"cross\u2010domain":[80,114],"discrepancy":[81],"between":[82],"free\u2010hand":[84],"sketch":[85,120,132],"fashion":[87,90,109,151,156,175],"images,":[88],"retrieving":[89,186],"by":[92],"sketches":[93],"is":[94,205],"significantly":[96],"challenging":[97],"task.":[98],"In":[99,116],"this":[100],"work,":[101],"we":[102,170],"propose":[103],"new":[105],"algorithm":[106],"based":[112],"on":[113,187,221],"transformation.":[115],"our":[117,188,195,222,235],"approach,":[118],"photo":[122,137],"first":[124],"transformed":[125],"into":[126],"same":[128],"domain.":[129],"Then,":[130],"domain":[133,138],"similarity":[134,139],"calculated,":[141],"respectively,":[142],"fused":[144],"improve":[146],"accuracy":[149,193],"images.":[152],"Moreover,":[153],"existing":[155,244],"datasets":[158],"mostly":[159],"contain":[160,165],"photos":[161],"only":[162],"rarely":[164],"sketch\u2010photo":[167,182],"pairs.":[168,183],"Thus,":[169],"contribute":[171],"fine\u2010grained":[173,226],"dataset,":[178,191],"which":[179,204],"includes":[180],"36,074":[181],"Specifically,":[184],"when":[185],"Fashion":[189],"Image":[190],"model":[196,236],"ranks":[197],"correct":[199],"match":[200],"at":[201],"top\u20101":[203],"96.6%,":[206],"92.1%,":[207],"91.0%,":[208],"90.5%":[210],"clothes,":[212],"pants,":[213],"skirts,":[214],"shoes,":[216],"respectively.":[217],"Extensive":[218],"experiments":[219],"conducted":[220],"dataset":[223],"two":[225],"instance\u2010level":[227],"datasets,":[228],"i.e.,":[229],"QMUL\u2010shoes":[230],"QMUL\u2010chairs,":[232],"show":[233],"that":[234],"achieved":[238],"better":[240],"performance":[241],"than":[242],"other":[243],"methods.":[245]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}