{"id":"https://openalex.org/W4392248563","doi":"https://doi.org/10.1109/icce59016.2024.10444335","title":"Enhancing Residential Real Estate Search with Classification Strategies Using Diffusion and CLIP","display_name":"Enhancing Residential Real Estate Search with Classification Strategies Using Diffusion and CLIP","publication_year":2024,"publication_date":"2024-01-06","ids":{"openalex":"https://openalex.org/W4392248563","doi":"https://doi.org/10.1109/icce59016.2024.10444335"},"language":"en","primary_location":{"id":"doi:10.1109/icce59016.2024.10444335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce59016.2024.10444335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Consumer Electronics (ICCE)","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/A5049271968","display_name":"Haojin Deng","orcid":"https://orcid.org/0000-0003-2687-0023"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Haojin Deng","raw_affiliation_strings":["Western University,Department of Electrical and Computer Engineering,London,Canada","Department of Electrical and Computer Engineering, Western University, London, Canada"],"affiliations":[{"raw_affiliation_string":"Western University,Department of Electrical and Computer Engineering,London,Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103018207","display_name":"Wandong Zhang","orcid":"https://orcid.org/0000-0002-5083-5052"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wandong Zhang","raw_affiliation_strings":["Western University,Department of Electrical and Computer Engineering,London,Canada","Department of Electrical and Computer Engineering, Western University, London, Canada"],"affiliations":[{"raw_affiliation_string":"Western University,Department of Electrical and Computer Engineering,London,Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101783854","display_name":"Yimin Yang","orcid":"https://orcid.org/0000-0002-1131-2056"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yimin Yang","raw_affiliation_strings":["Western University,Department of Electrical and Computer Engineering,London,Canada","Department of Electrical and Computer Engineering, Western University, London, Canada"],"affiliations":[{"raw_affiliation_string":"Western University,Department of Electrical and Computer Engineering,London,Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053658838","display_name":"Eman Nejad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eman Nejad","raw_affiliation_strings":["Wahi Realty Inc.,Data Science,Toronto,Canada","Data Science, Wahi Realty Inc., Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Wahi Realty Inc.,Data Science,Toronto,Canada","institution_ids":[]},{"raw_affiliation_string":"Data Science, Wahi Realty Inc., Toronto, Canada","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049271968"],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":null,"apc_paid":null,"fwci":0.7108,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65722325,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/T14319","display_name":"Currency Recognition and Detection","score":0.9710000157356262,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9573000073432922,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6030482053756714},{"id":"https://openalex.org/keywords/real-estate","display_name":"Real estate","score":0.568116307258606},{"id":"https://openalex.org/keywords/residential-real-estate","display_name":"Residential real estate","score":0.5608007311820984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.554086446762085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34961968660354614},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3150603771209717},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.16466134786605835},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05312034487724304}],"concepts":[{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6030482053756714},{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.568116307258606},{"id":"https://openalex.org/C2991739101","wikidata":"https://www.wikidata.org/wiki/Q674950","display_name":"Residential real estate","level":3,"score":0.5608007311820984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.554086446762085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34961968660354614},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3150603771209717},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.16466134786605835},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05312034487724304},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce59016.2024.10444335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce59016.2024.10444335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1592994657","https://openalex.org/W1686810756","https://openalex.org/W2011033965","https://openalex.org/W2067141068","https://openalex.org/W2085816821","https://openalex.org/W2154429764","https://openalex.org/W2194775991","https://openalex.org/W2512006796","https://openalex.org/W2612196877","https://openalex.org/W2765284480","https://openalex.org/W2911790834","https://openalex.org/W2921408232","https://openalex.org/W2944122238","https://openalex.org/W2963446712","https://openalex.org/W2982005186","https://openalex.org/W3011213261","https://openalex.org/W3014085469","https://openalex.org/W3014975538","https://openalex.org/W3038998507","https://openalex.org/W3175528029","https://openalex.org/W3207750165","https://openalex.org/W4225122517","https://openalex.org/W4246193833","https://openalex.org/W4281961112","https://openalex.org/W4288101107","https://openalex.org/W4312933868","https://openalex.org/W4390683468","https://openalex.org/W6637373629","https://openalex.org/W6791353385","https://openalex.org/W6797359156","https://openalex.org/W6803728867","https://openalex.org/W7014965292"],"related_works":["https://openalex.org/W1486221226","https://openalex.org/W3121516497","https://openalex.org/W2376394614","https://openalex.org/W4236767682","https://openalex.org/W626760438","https://openalex.org/W2624876294","https://openalex.org/W4383955949","https://openalex.org/W2336092431","https://openalex.org/W2910240856","https://openalex.org/W2163258209"],"abstract_inverted_index":{"The":[0],"significance":[1],"of":[2,14,35,117],"the":[3,9,12,28,40,58,72,101,115,138],"real":[4,52,85,132],"estate":[5,53,86,133],"search":[6],"engine":[7],"in":[8],"economy":[10],"necessitates":[11],"development":[13],"a":[15,50,68,78,92,129],"reliable":[16],"room":[17,32],"image":[18,54,134,144],"luxury":[19],"level":[20],"annotation":[21,55],"method":[22],"that":[23,137],"addresses":[24],"current":[25],"limitations,":[26],"including":[27],"inability":[29],"to":[30,82,97],"assess":[31,114],"quality,":[33],"underutilization":[34],"deep":[36],"network":[37,74,89],"capacities,":[38],"and":[39,61,108,124],"need":[41],"for":[42,88],"more":[43],"annotated":[44],"house":[45,143],"images.":[46],"This":[47],"paper":[48],"proposes":[49],"novel":[51],"model,":[56],"leveraging":[57],"diffusion":[59,73],"model":[60,94],"contrastive":[62],"language-image":[63],"pre-training":[64],"(CLIP)":[65],"network,":[66],"through":[67],"multi-stage":[69],"algorithm.":[70],"First,":[71],"is":[75,95],"employed":[76],"as":[77,122],"data":[79],"augmentation":[80],"technique":[81],"generate":[83],"additional":[84],"images":[87,99],"training.":[90],"Then,":[91],"CLIP":[93,112],"utilized":[96],"categorize":[98],"into":[100],"kitchen,":[102],"bathroom,":[103],"dining":[104],"room,":[105,107,119],"living":[106],"foyer.":[109],"Finally,":[110],"five":[111],"models":[113],"condition":[116],"each":[118],"categorizing":[120],"it":[121],"contemporary":[123],"standard.":[125],"Experimental":[126],"results":[127],"on":[128],"newly":[130],"collected":[131],"dataset":[135],"demonstrate":[136],"proposed":[139],"approach":[140],"surpasses":[141],"existing":[142],"classification":[145],"algorithms.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}