{"id":"https://openalex.org/W3173165467","doi":"https://doi.org/10.1109/cbmi50038.2021.9461912","title":"Style-Based Outfit Recommendation","display_name":"Style-Based Outfit Recommendation","publication_year":2021,"publication_date":"2021-06-24","ids":{"openalex":"https://openalex.org/W3173165467","doi":"https://doi.org/10.1109/cbmi50038.2021.9461912","mag":"3173165467"},"language":"en","primary_location":{"id":"doi:10.1109/cbmi50038.2021.9461912","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi50038.2021.9461912","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Content-Based Multimedia Indexing (CBMI)","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":"https://openalex.org/A5065043099","display_name":"Lavinia De Divitiis","orcid":"https://orcid.org/0000-0002-2485-8218"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lavinia De Divitiis","raw_affiliation_strings":["University of Florence, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florence, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065891142","display_name":"Federico Becattini","orcid":"https://orcid.org/0000-0003-2537-2700"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Becattini","raw_affiliation_strings":["University of Florence, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florence, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090815839","display_name":"Claudio Baecchi","orcid":"https://orcid.org/0000-0001-8294-4539"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Baecchi","raw_affiliation_strings":["University of Florence, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florence, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081506611","display_name":"Alberto Del Bimbo","orcid":"https://orcid.org/0000-0002-1052-8322"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Del Bimbo","raw_affiliation_strings":["University of Florence, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florence, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3467,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80715192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"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":0.9883999824523926,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9866999983787537,"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/emotive","display_name":"Emotive","score":0.7445188760757446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7104564905166626},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.674196720123291},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6366317868232727},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5962386727333069},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5919934511184692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4236946105957031},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40318793058395386},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4011765718460083},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3649647831916809},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.07960423827171326}],"concepts":[{"id":"https://openalex.org/C2776215170","wikidata":"https://www.wikidata.org/wiki/Q5373820","display_name":"Emotive","level":2,"score":0.7445188760757446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7104564905166626},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.674196720123291},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6366317868232727},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5962386727333069},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5919934511184692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4236946105957031},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40318793058395386},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4011765718460083},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3649647831916809},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.07960423827171326},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cbmi50038.2021.9461912","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi50038.2021.9461912","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"},{"id":"pmh:oai:flore.unifi.it:2158/1255835","is_oa":false,"landing_page_url":"http://hdl.handle.net/2158/1255835","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/conferenceObject"},{"id":"pmh:oai:usiena-air.unisi.it:11365/1224496","is_oa":false,"landing_page_url":"https://hdl.handle.net/11365/1224496","pdf_url":null,"source":{"id":"https://openalex.org/S4377196319","display_name":"Use Siena air (University of Siena)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102064193","host_organization_name":"University of Siena","host_organization_lineage":["https://openalex.org/I102064193"],"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/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2028540047","https://openalex.org/W2194775991","https://openalex.org/W2342426841","https://openalex.org/W2509268119","https://openalex.org/W2737102415","https://openalex.org/W2807883014","https://openalex.org/W2807927576","https://openalex.org/W2912053445","https://openalex.org/W2950527759","https://openalex.org/W2953092937","https://openalex.org/W2963249562","https://openalex.org/W2966334333","https://openalex.org/W2981414235","https://openalex.org/W3015093447","https://openalex.org/W3035339264","https://openalex.org/W3041350035","https://openalex.org/W3092742966","https://openalex.org/W3093954815","https://openalex.org/W3098428742","https://openalex.org/W3099462466","https://openalex.org/W3110808549","https://openalex.org/W3135326696","https://openalex.org/W4303633609","https://openalex.org/W6684821475","https://openalex.org/W6704174193","https://openalex.org/W6732742072","https://openalex.org/W6775704265","https://openalex.org/W6779353608"],"related_works":["https://openalex.org/W3004257401","https://openalex.org/W4248663371","https://openalex.org/W603725405","https://openalex.org/W2137460703","https://openalex.org/W3167630016","https://openalex.org/W2978897034","https://openalex.org/W1966281075","https://openalex.org/W2786096260","https://openalex.org/W2263121790","https://openalex.org/W2385515133"],"abstract_inverted_index":{"In":[0],"this":[1,51],"paper":[2],"we":[3,53,87,99],"propose":[4,169],"a":[5,20,61,72,81,89,101,119,123],"garment":[6,58,105],"recommendation":[7,59,106,164],"system":[8,107,152,165],"that":[9,17,35,75,150,162,171],"leverages":[10],"emotive":[11],"color":[12,33,96,159],"information":[13],"to":[14,19,37,43,60,71,108,131,138,155,168],"give":[15],"recommendations":[16],"adhere":[18],"desired":[21],"style.":[22,147],"We":[23],"leverage":[24],"previous":[25],"work":[26],"by":[27],"Shigenobu":[28],"Kobayashi":[29],"on":[30,94,157],"how":[31],"specific":[32,45,73,82],"combinations,":[34],"pertain":[36],"certain":[38],"pre-defined":[39],"styles,":[40],"are":[41,128,141,172],"able":[42,154,167],"convey":[44],"emotions":[46],"in":[47,173,183],"human":[48],"beings.":[49],"Leveraging":[50],"information,":[52],"extend":[54],"the":[55,65,69,134,144,163,176,184],"classic":[56],"general":[57],"style-driven":[62],"one,":[63],"where":[64],"user":[66,145,177],"can":[67],"adapt":[68],"suggestions":[70,110],"style":[74,91],"may":[76],"be":[77],"more":[78],"appropriate":[79],"for":[80],"social":[83],"event.":[84],"Here,":[85],"first":[86],"train":[88],"generalized":[90],"classifier":[92],"based":[93],"Kobayashi's":[95,158],"triplets,":[97],"then":[98,129],"lever-age":[100],"recent":[102],"memory":[103],"network-based":[104],"perform":[109],"of":[111],"bottom":[112],"garments":[113,170],"(e.g.":[114,122],"skirts,":[115],"trousers,":[116],"etc.)":[117],"given":[118],"user-defined":[120],"top":[121],"shirt,":[124],"T-shirt,":[125],"etc.).":[126],"Suggestions":[127],"processed":[130],"maintain":[132],"only":[133],"ones":[135],"that,":[136],"according":[137],"our":[139,151],"classifier,":[140],"coherent":[142],"with":[143,175],"defined":[146],"Experiments":[148],"show":[149],"is":[153,166],"generalise":[156],"styles":[160],"and":[161],"line":[174],"desire":[178],"while":[179],"also":[180],"introducing":[181],"diversity":[182],"proposed":[185],"garments.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-07-05T00:00:00"}
