{"id":"https://openalex.org/W2739374478","doi":"https://doi.org/10.15439/2017f56","title":"What Looks Good with my Sofa: Ensemble Multimodal Search for Interior Design","display_name":"What Looks Good with my Sofa: Ensemble Multimodal Search for Interior Design","publication_year":2017,"publication_date":"2017-09-24","ids":{"openalex":"https://openalex.org/W2739374478","doi":"https://doi.org/10.15439/2017f56","mag":"2739374478"},"language":"en","primary_location":{"id":"doi:10.15439/2017f56","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2017f56","pdf_url":"https://annals-csis.org/proceedings/2017/drp/pdf/56.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2017/drp/pdf/56.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ivona Tautkute","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ivona Tautkute","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Aleksandra Mo\u017cejko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aleksandra Mo\u017cejko","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Wojciech Stokowiec","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wojciech Stokowiec","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Tomasz Trzci\u0144ski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tomasz Trzci\u0144ski","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"\u0141ukasz Brocki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0141ukasz Brocki","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Krzysztof Marasek,","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krzysztof Marasek,","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.04004643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"1275","last_page":"1282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.2556000053882599,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.2556000053882599,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.12319999933242798,"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/T12496","display_name":"Color perception and design","score":0.09759999811649323,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interior-design","display_name":"Interior design","score":0.4934999942779541},{"id":"https://openalex.org/keywords/visual-search","display_name":"Visual search","score":0.47110000252723694},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4702000021934509},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4404999911785126},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.3831999897956848},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.3693000078201294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.652999997138977},{"id":"https://openalex.org/C173560066","wikidata":"https://www.wikidata.org/wiki/Q179232","display_name":"Interior design","level":2,"score":0.4934999942779541},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4731000065803528},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.47110000252723694},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4702000021934509},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4494999945163727},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4404999911785126},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.3831999897956848},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.3693000078201294},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.31790000200271606},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2946000099182129},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C188985296","wikidata":"https://www.wikidata.org/wiki/Q868954","display_name":"Page layout","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2017f56","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2017f56","pdf_url":"https://annals-csis.org/proceedings/2017/drp/pdf/56.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1707.06907","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1707.06907","pdf_url":"https://arxiv.org/pdf/1707.06907","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"doi:10.15439/2017f56","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2017f56","pdf_url":"https://annals-csis.org/proceedings/2017/drp/pdf/56.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2739374478.pdf","grobid_xml":"https://content.openalex.org/works/W2739374478.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W640900367","https://openalex.org/W1614298861","https://openalex.org/W1686810756","https://openalex.org/W1897550784","https://openalex.org/W1964563026","https://openalex.org/W1975807399","https://openalex.org/W2012592962","https://openalex.org/W2021354639","https://openalex.org/W2093432797","https://openalex.org/W2117539524","https://openalex.org/W2128017662","https://openalex.org/W2141362318","https://openalex.org/W2147238549","https://openalex.org/W2148809531","https://openalex.org/W2151103935","https://openalex.org/W2157545738","https://openalex.org/W2163605009","https://openalex.org/W2174726731","https://openalex.org/W2259472270","https://openalex.org/W2340690086","https://openalex.org/W2524365899","https://openalex.org/W2625363295","https://openalex.org/W6666779366","https://openalex.org/W6675218650","https://openalex.org/W6679436768","https://openalex.org/W6684620663","https://openalex.org/W6687483927","https://openalex.org/W6691431627","https://openalex.org/W6753056052"],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1,91,106],"paper,":[2],"we":[3,109],"propose":[4],"a":[5,50,53,58,61,127],"multi-modal":[6],"search":[7,43],"engine":[8,22,44],"for":[9],"interior":[10,26],"design":[11],"that":[12,33,82],"combines":[13],"visual":[14,35,102],"and":[15,36,55,84,101,130],"textual":[16,100],"queries.":[17],"The":[18],"goal":[19],"of":[20,52,63,116],"our":[21,93],"is":[23,124,132],"to":[24,48,69,78,105,134,137],"retrieve":[25,56],"objects,":[27],"e.g.":[28],"furniture":[29],"or":[30,66],"wall":[31],"clocks,":[32],"share":[34],"aesthetic":[37],"similarities":[38],"with":[39,57],"the":[40,46,73,96,111,117,138],"query.":[41],"Our":[42,122],"allows":[45,77],"user":[47],"take":[49],"photo":[51],"room":[54],"high":[59],"recall":[60],"list":[62],"items":[64,81,119],"identical":[65],"visually":[67],"similar":[68],"those":[70],"present":[71],"in":[72],"photo.":[74],"Additionally,":[75],"it":[76,131],"return":[79],"other":[80],"aesthetically":[83],"stylistically":[85],"fit":[86],"well":[87],"together.":[88],"To":[89],"achieve":[90],"goal,":[92],"system":[94],"blends":[95],"results":[97],"obtained":[98],"using":[99],"modalities.":[103],"Thanks":[104],"blending":[107],"strategy,":[108],"increase":[110],"average":[112],"style":[113],"similarity":[114],"score":[115],"retrieved":[118],"by":[120],"11%.":[121],"work":[123],"implemented":[125],"as":[126],"Web-based":[128],"application":[129],"planned":[133],"be":[135],"opened":[136],"public.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2017-07-31T00:00:00"}
