{"id":"https://openalex.org/W2090621143","doi":"https://doi.org/10.1145/2766898","title":"Style compatibility for 3D furniture models","display_name":"Style compatibility for 3D furniture models","publication_year":2015,"publication_date":"2015-07-27","ids":{"openalex":"https://openalex.org/W2090621143","doi":"https://doi.org/10.1145/2766898","mag":"2090621143"},"language":"en","primary_location":{"id":"doi:10.1145/2766898","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2766898","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-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/A5010712274","display_name":"Tianqiang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianqiang Liu","raw_affiliation_strings":["Princeton University","Princeton University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University#TAB#","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061237128","display_name":"Aaron Hertzmann","orcid":"https://orcid.org/0000-0001-9667-0292"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron Hertzmann","raw_affiliation_strings":["Adobe Research","Adobe Research,,,,,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]},{"raw_affiliation_string":"Adobe Research,,,,,","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018565806","display_name":"Wilmot Li","orcid":null},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wilmot Li","raw_affiliation_strings":["Adobe Research","Adobe Research,,,,,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]},{"raw_affiliation_string":"Adobe Research,,,,,","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079619886","display_name":"Thomas Funkhouser","orcid":null},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Funkhouser","raw_affiliation_strings":["Princeton University","Princeton University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University#TAB#","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.1914,"has_fulltext":false,"cited_by_count":89,"citation_normalized_percentile":{"value":0.99567027,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"34","issue":"4","first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9908999800682068,"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":0.9908999800682068,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.980400025844574,"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/compatibility","display_name":"Compatibility (geochemistry)","score":0.8758143186569214},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6791038513183594},{"id":"https://openalex.org/keywords/metric-space","display_name":"Metric space","score":0.4486645460128784},{"id":"https://openalex.org/keywords/euclidean-geometry","display_name":"Euclidean geometry","score":0.43433335423469543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4019649624824524},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3370761275291443},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24073541164398193},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.15045800805091858},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.0783776342868805}],"concepts":[{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.8758143186569214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6791038513183594},{"id":"https://openalex.org/C198043062","wikidata":"https://www.wikidata.org/wiki/Q180953","display_name":"Metric space","level":2,"score":0.4486645460128784},{"id":"https://openalex.org/C129782007","wikidata":"https://www.wikidata.org/wiki/Q162886","display_name":"Euclidean geometry","level":2,"score":0.43433335423469543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4019649624824524},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3370761275291443},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24073541164398193},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.15045800805091858},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0783776342868805},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2766898","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2766898","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.696.5061","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.696.5061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.princeton.edu/%7Efunk/sig15.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1535989272","https://openalex.org/W1878518397","https://openalex.org/W1981219830","https://openalex.org/W1983764898","https://openalex.org/W2005126631","https://openalex.org/W2007660220","https://openalex.org/W2009798220","https://openalex.org/W2023056405","https://openalex.org/W2025341678","https://openalex.org/W2031760064","https://openalex.org/W2041306713","https://openalex.org/W2042239476","https://openalex.org/W2045598453","https://openalex.org/W2064723547","https://openalex.org/W2065745355","https://openalex.org/W2069880009","https://openalex.org/W2075597533","https://openalex.org/W2092773680","https://openalex.org/W2093545205","https://openalex.org/W2098779819","https://openalex.org/W2099791118","https://openalex.org/W2099854727","https://openalex.org/W2106943820","https://openalex.org/W2121949863","https://openalex.org/W2130634053","https://openalex.org/W2144935315","https://openalex.org/W2149846167","https://openalex.org/W2161960196","https://openalex.org/W2162559028","https://openalex.org/W2294130536","https://openalex.org/W3119425443","https://openalex.org/W3136891595","https://openalex.org/W3137185495","https://openalex.org/W3138164102","https://openalex.org/W3138514142","https://openalex.org/W3138558418","https://openalex.org/W3139355527","https://openalex.org/W4205213118","https://openalex.org/W4210880854"],"related_works":["https://openalex.org/W2390255551","https://openalex.org/W2367511445","https://openalex.org/W2381930792","https://openalex.org/W2358901819","https://openalex.org/W745733672","https://openalex.org/W2983545107","https://openalex.org/W4229914409","https://openalex.org/W2389102290","https://openalex.org/W2094745766","https://openalex.org/W233026431"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,53,58,104,115,161,165],"method":[4,105],"for":[5,47,150,160,169],"learning":[6],"to":[7,94,106,114],"predict":[8],"the":[9,68,81,92,144],"stylistic":[10],"compatibility":[11,39,97,133,146],"between":[12,98],"3D":[13,49,179],"furniture":[14,168],"models":[15,159],"from":[16,111],"different":[17,84,99],"object":[18,88,100,108],"classes:":[19],"e.g.,":[20],"how":[21],"well":[22],"does":[23],"this":[24],"chair":[25],"go":[26],"with":[27,121,183],"that":[28,79,126,143],"table?":[29],"To":[30],"do":[31],"this,":[32],"we":[33,73,102,124],"collect":[34],"relative":[35],"assessments":[36],"of":[37,55,71,83,86,167],"style":[38,64,96,132],"using":[40],"crowdsourcing.":[41],"We":[42,138],"then":[43],"compute":[44,95],"geometric":[45,69,76,112],"features":[46,113],"each":[48],"model":[50],"and":[51,173],"learn":[52,107],"mapping":[54],"them":[56],"into":[57],"space":[59],"where":[60],"Euclidean":[61],"distances":[62],"represent":[63],"incompatibility.":[65],"Motivated":[66,90],"by":[67,91,136],"subtleties":[70],"style,":[72],"introduce":[74,103],"part-aware":[75],"feature":[77,117],"vectors":[78],"characterize":[80],"shapes":[82],"parts":[85],"an":[87,170,177],"separately.":[89],"need":[93],"classes,":[101],"class-specific":[109],"mappings":[110],"shared":[116],"space.":[118],"During":[119],"experiments":[120],"these":[122],"methods,":[123],"find":[125,139],"they":[127],"are":[128],"effective":[129],"at":[130],"predicting":[131],"agreed":[134],"upon":[135],"people.":[137],"in":[140],"user":[141],"studies":[142],"learned":[145],"metric":[147],"is":[148],"useful":[149],"novel":[151],"interactive":[152,178],"tools":[153],"that:":[154],"1)":[155],"retrieve":[156],"stylistically":[157],"compatible":[158,184],"query,":[162],"2)":[163],"suggest":[164],"piece":[166],"existing":[171],"scene,":[172],"3)":[174],"help":[175],"guide":[176],"modeler":[180],"towards":[181],"scenes":[182],"furniture.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
