{"id":"https://openalex.org/W4404425971","doi":"https://doi.org/10.2139/ssrn.5021737","title":"Real-Time Fashion Similarity with Vision-Language Models (Vlms) for Smart Fitting Rooms","display_name":"Real-Time Fashion Similarity with Vision-Language Models (Vlms) for Smart Fitting Rooms","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404425971","doi":"https://doi.org/10.2139/ssrn.5021737"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.5021737","doi":"https://doi.org/10.2139/ssrn.5021737","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.5021737","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://dx.doi.org/10.2139/ssrn.5021737","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048722248","display_name":"Oscar D. Pedrayes","orcid":"https://orcid.org/0000-0002-5846-6212","observed_orcids":["https://orcid.org/0000-0002-5846-6212"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Oscar  D. Pedrayes","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113302337","display_name":"Nicol\u00e1s Lozano Garc\u00eda","orcid":"https://orcid.org/0009-0005-7057-0628","observed_orcids":["https://orcid.org/0009-0005-7057-0628"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicol\u00e1s Lozano Garc\u00eda","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105014248","display_name":"Franco Mosquera Bonasorte","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Franco Mosquera Bonasorte","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092184713","display_name":"Denis Kreibel","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Denis Kreibel","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031476067","display_name":"Rub\u00e9n Usamentiaga","orcid":"https://orcid.org/0000-0003-0551-3203","observed_orcids":["https://orcid.org/0000-0003-0551-3203"]},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ruben Usamentiaga","raw_affiliation_strings":["Universidad de Oviedo","Universidad de Oviedo, Escuela Universitaria Jovellanos, Francisco Tomas y Valiente 1 33201 Gijon, Oviedo, 33006, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Oviedo","institution_ids":["https://openalex.org/I165339363"]},{"raw_affiliation_string":"Universidad de Oviedo, Escuela Universitaria Jovellanos, Francisco Tomas y Valiente 1 33201 Gijon, Oviedo, 33006, Spain","institution_ids":["https://openalex.org/I165339363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048722248"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.7997999787330627,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.7997999787330627,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.08529999852180481,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.07930000126361847,"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/fashion-recommendation","display_name":"fashion recommendation","score":0.7680000066757202},{"id":"https://openalex.org/keywords/vision-language-models","display_name":"vision-language models","score":0.9459999799728394},{"id":"https://openalex.org/keywords/blip-2","display_name":"BLIP-2","score":0.8410000205039978},{"id":"https://openalex.org/keywords/clothing-detection","display_name":"clothing detection","score":0.49000000953674316},{"id":"https://openalex.org/keywords/real-time-recommendation","display_name":"real-time recommendation","score":0.5320000052452087}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7248137593269348},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4792870879173279},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.40627387166023254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3922993242740631},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36948683857917786},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3386702537536621},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.5021737","doi":"https://doi.org/10.2139/ssrn.5021737","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.5021737","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5021737","doi":"https://doi.org/10.2139/ssrn.5021737","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.5021737","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7130385697","https://openalex.org/W4416404142","https://openalex.org/W4411143445","https://openalex.org/W4415523976","https://openalex.org/W7162302692","https://openalex.org/W4415608232","https://openalex.org/W4312716134","https://openalex.org/W4416375288","https://openalex.org/W4362717936","https://openalex.org/W4388787771"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2024-11-16T00:00:00"}