{"id":"https://openalex.org/W1944396096","doi":"https://doi.org/10.1109/cvpr.2015.7298778","title":"Ontological supervision for fine grained classification of Street View storefronts","display_name":"Ontological supervision for fine grained classification of Street View storefronts","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1944396096","doi":"https://doi.org/10.1109/cvpr.2015.7298778","mag":"1944396096"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2015.7298778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2015.7298778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","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/A5086932158","display_name":"Yair Movshovitz-Attias","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yair Movshovitz-Attias","raw_affiliation_strings":["Carnegie Mellon University","Carnegie Mellon University, 5000 Forbes Ave., Pittsburgh, PA 15213, United States"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie Mellon University, 5000 Forbes Ave., Pittsburgh, PA 15213, United States","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101600341","display_name":"Qian Yu","orcid":"https://orcid.org/0000-0002-0538-7940"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qian Yu","raw_affiliation_strings":["Google","Google, California, United States"],"affiliations":[{"raw_affiliation_string":"Google","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google, California, United States","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021041237","display_name":"Martin C. Stumpe","orcid":"https://orcid.org/0000-0003-1402-6749"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin C. Stumpe","raw_affiliation_strings":["Google","Google, California, United States"],"affiliations":[{"raw_affiliation_string":"Google","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google, California, United States","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055933856","display_name":"Vinay Shet","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vinay Shet","raw_affiliation_strings":["Google","Google, California, United States"],"affiliations":[{"raw_affiliation_string":"Google","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google, California, United States","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047329172","display_name":"Sacha Arnoud","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sacha Arnoud","raw_affiliation_strings":["Google","Google, California, United States"],"affiliations":[{"raw_affiliation_string":"Google","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google, California, United States","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068908915","display_name":"Liron Yatziv","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liron Yatziv","raw_affiliation_strings":["Google","Google, California, United States"],"affiliations":[{"raw_affiliation_string":"Google","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google, California, United States","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086932158"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":38.7283,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.99652585,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1693","last_page":"1702"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9930999875068665,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9908000230789185,"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/leverage","display_name":"Leverage (statistics)","score":0.823174238204956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8091740608215332},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5724501609802246},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5518723130226135},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5391910076141357},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5375701189041138},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5177358984947205},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5008671283721924},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47324925661087036},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41482013463974},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3914075493812561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3596208691596985},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09602147340774536}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.823174238204956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8091740608215332},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5724501609802246},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5518723130226135},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5391910076141357},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5375701189041138},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5177358984947205},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5008671283721924},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47324925661087036},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41482013463974},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3914075493812561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3596208691596985},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09602147340774536},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvpr.2015.7298778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2015.7298778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1521064364","https://openalex.org/W1827297289","https://openalex.org/W1883248133","https://openalex.org/W1904365287","https://openalex.org/W1965705366","https://openalex.org/W1978338723","https://openalex.org/W1994213117","https://openalex.org/W1998981432","https://openalex.org/W2037227137","https://openalex.org/W2062118960","https://openalex.org/W2062126424","https://openalex.org/W2064930103","https://openalex.org/W2097033479","https://openalex.org/W2097117768","https://openalex.org/W2101926813","https://openalex.org/W2103490241","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2119525058","https://openalex.org/W2120135958","https://openalex.org/W2143915663","https://openalex.org/W2151992422","https://openalex.org/W2152411181","https://openalex.org/W2161549461","https://openalex.org/W2163605009","https://openalex.org/W2168231600","https://openalex.org/W2168356304","https://openalex.org/W2169953019","https://openalex.org/W2171322814","https://openalex.org/W2186094539","https://openalex.org/W2206858481","https://openalex.org/W2544953446","https://openalex.org/W2546302380","https://openalex.org/W2953301748","https://openalex.org/W2963173190","https://openalex.org/W2963911037","https://openalex.org/W6631165897","https://openalex.org/W6638444622","https://openalex.org/W6638685980","https://openalex.org/W6640036494","https://openalex.org/W6648737282","https://openalex.org/W6674572359","https://openalex.org/W6674914833","https://openalex.org/W6675696936","https://openalex.org/W6677700107","https://openalex.org/W6680949076","https://openalex.org/W6684191040","https://openalex.org/W6684859321","https://openalex.org/W6688059459","https://openalex.org/W6696761078"],"related_works":["https://openalex.org/W2003333417","https://openalex.org/W4243145179","https://openalex.org/W4255875982","https://openalex.org/W4244853958","https://openalex.org/W2029404707","https://openalex.org/W4285325679","https://openalex.org/W2378862226","https://openalex.org/W4247719608","https://openalex.org/W118236634","https://openalex.org/W4237439661"],"abstract_inverted_index":{"Modern":[0],"search":[1],"engines":[2],"receive":[3],"large":[4,82],"numbers":[5],"of":[6,25,54,81,94],"business":[7,20,26,100],"related,":[8],"local":[9],"aware":[10],"queries.":[11],"Such":[12],"queries":[13],"are":[14],"best":[15],"answered":[16],"using":[17],"accurate,":[18],"up-to-date,":[19],"listings,":[21],"that":[22],"contain":[23],"representations":[24],"categories.":[27],"Creating":[28],"such":[29,58],"listings":[30],"is":[31,70,74,79,119],"a":[32,105],"challenging":[33],"task":[34],"as":[35,59],"businesses":[36,44],"often":[37],"change":[38],"hands":[39],"or":[40],"close":[41],"down.":[42],"For":[43],"with":[45],"street":[46,55],"side":[47],"locations":[48],"one":[49],"can":[50],"leverage":[51],"the":[52,65,76,122],"abundance":[53],"level":[56,134],"imagery,":[57],"Google":[60],"Street":[61],"View,":[62],"to":[63,97],"automate":[64],"process.":[66],"However,":[67],"while":[68],"data":[69,73],"abundant,":[71],"labeled":[72,84],"not;":[75],"limiting":[77],"factor":[78],"creation":[80],"scale":[83],"training":[85,109],"data.":[86],"In":[87],"this":[88],"work,":[89],"we":[90],"utilize":[91],"an":[92],"ontology":[93],"geographical":[95],"concepts":[96],"automatically":[98],"propagate":[99],"category":[101],"information":[102],"and":[103,128],"create":[104],"large,":[106],"multi":[107],"label,":[108],"dataset":[110],"for":[111],"fine":[112],"grained":[113],"storefront":[114],"classification.":[115],"Our":[116],"learner,":[117],"which":[118],"based":[120],"on":[121],"GoogLeNet/Inception":[123],"Deep":[124],"Convolutional":[125],"Network":[126],"architecture":[127],"classifies":[129],"208":[130],"categories,":[131],"achieves":[132],"human":[133],"accuracy.":[135]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
