{"id":"https://openalex.org/W4256379134","doi":"https://doi.org/10.1145/2070781.2024188","title":"Data-driven visual similarity for cross-domain image matching","display_name":"Data-driven visual similarity for cross-domain image matching","publication_year":2011,"publication_date":"2011-11-30","ids":{"openalex":"https://openalex.org/W4256379134","doi":"https://doi.org/10.1145/2070781.2024188"},"language":"en","primary_location":{"id":"doi:10.1145/2070781.2024188","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2070781.2024188","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/A5031745411","display_name":"Abhinav Sadu","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":"Abhinav Shrivastava","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067498868","display_name":"Tomasz Malisiewicz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Tomasz Malisiewicz","raw_affiliation_strings":["MIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053034244","display_name":"Abhinav Gupta","orcid":"https://orcid.org/0000-0002-1939-5407"},"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":false,"raw_author_name":"Abhinav Gupta","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077436220","display_name":"Alexei A. Efros","orcid":"https://orcid.org/0000-0001-5720-8070"},"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":false,"raw_author_name":"Alexei A. Efros","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031745411"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":9.6808,"has_fulltext":false,"cited_by_count":125,"citation_normalized_percentile":{"value":0.98576967,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"30","issue":"6","first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9541000127792358,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9541000127792358,"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":0.032499998807907104,"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":0.004000000189989805,"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/computer-science","display_name":"Computer science","score":0.8120551705360413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6580422520637512},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6433953642845154},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6381887793540955},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5917465090751648},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.565672755241394},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5533195734024048},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5363544225692749},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5280818939208984},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5260640978813171},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45583534240722656},{"id":"https://openalex.org/keywords/photography","display_name":"Photography","score":0.4496298134326935},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4288436770439148},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15169504284858704}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8120551705360413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6580422520637512},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6433953642845154},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6381887793540955},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5917465090751648},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.565672755241394},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5533195734024048},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5363544225692749},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5280818939208984},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5260640978813171},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45583534240722656},{"id":"https://openalex.org/C119657128","wikidata":"https://www.wikidata.org/wiki/Q11633","display_name":"Photography","level":2,"score":0.4496298134326935},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4288436770439148},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15169504284858704},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2070781.2024188","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2070781.2024188","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5949040053","display_name":null,"funder_award_id":"N000141010766","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1510835000","https://openalex.org/W1532257412","https://openalex.org/W1556531089","https://openalex.org/W1711703781","https://openalex.org/W1989684337","https://openalex.org/W1996683076","https://openalex.org/W1997903019","https://openalex.org/W1999360130","https://openalex.org/W2022692239","https://openalex.org/W2026019603","https://openalex.org/W2026418062","https://openalex.org/W2054802006","https://openalex.org/W2057145757","https://openalex.org/W2080312287","https://openalex.org/W2097073572","https://openalex.org/W2097074225","https://openalex.org/W2103163130","https://openalex.org/W2111993661","https://openalex.org/W2116645175","https://openalex.org/W2123576187","https://openalex.org/W2131846894","https://openalex.org/W2138395288","https://openalex.org/W2140435402","https://openalex.org/W2144502914","https://openalex.org/W2145607950","https://openalex.org/W2151103935","https://openalex.org/W2153404544","https://openalex.org/W2153635508","https://openalex.org/W2161969291","https://openalex.org/W2164490837","https://openalex.org/W2167090521","https://openalex.org/W2292976057","https://openalex.org/W2292978787","https://openalex.org/W2295660824","https://openalex.org/W2296179043","https://openalex.org/W2536045881","https://openalex.org/W4240726888","https://openalex.org/W4254471419"],"related_works":["https://openalex.org/W2073139667","https://openalex.org/W2975200075","https://openalex.org/W2007544051","https://openalex.org/W2536349189","https://openalex.org/W1837097281","https://openalex.org/W1966410754","https://openalex.org/W2391245565","https://openalex.org/W2363840281","https://openalex.org/W1482242411","https://openalex.org/W2092957489"],"abstract_inverted_index":{"The":[0,123],"goal":[1],"of":[2,58,69,110,159],"this":[3],"work":[4],"is":[5,24,144],"to":[6,120,128,148,166],"find":[7],"visually":[8],"similar":[9],"images":[10,29],"even":[11],"if":[12],"they":[13],"appear":[14],"quite":[15],"different":[16,38,59],"at":[17,140],"the":[18,55,67,142,160],"raw":[19],"pixel":[20],"level.":[21],"This":[22],"task":[23],"particularly":[25],"important":[26],"for":[27,151],"matching":[28,116],"across":[30],"visual":[31,100,113],"domains,":[32],"such":[33,132],"as":[34,133,169],"photos":[35],"taken":[36],"over":[37],"seasons":[39],"or":[40,97,118],"lighting":[41],"conditions,":[42],"paintings,":[43],"hand-drawn":[44],"sketches,":[45],"etc.":[46],"We":[47,72],"propose":[48],"a":[49,62,81,85,93,98,108],"surprisingly":[50],"simple":[51],"method":[52,124],"that":[53,88,157,167],"estimates":[54],"relative":[56],"importance":[57],"features":[60],"in":[61,80],"query":[63],"image":[64,95,153],"based":[65],"on":[66,92,107],"notion":[68],"\"data-driven":[70],"uniqueness\".":[71],"employ":[73],"standard":[74],"tools":[75],"from":[76],"discriminative":[77],"object":[78],"detection":[79],"novel":[82,130],"way,":[83],"yielding":[84],"generic":[86],"approach":[87,103],"does":[89],"not":[90],"depend":[91],"particular":[94],"representation":[96],"specific":[99],"domain.":[101],"Our":[102],"shows":[104],"good":[105],"performance":[106],"number":[109],"difficult":[111],"cross-domain":[112],"tasks":[114],"e.g.,":[115],"paintings":[117],"sketches":[119],"real":[121],"photographs.":[122],"also":[125],"allows":[126],"us":[127],"demonstrate":[129],"applications":[131],"Internet":[134],"re-photography":[135],",":[136],"and":[137],"painting2gps.":[138],"While":[139],"present":[141],"technique":[143],"too":[145],"computationally":[146],"intensive":[147],"be":[149],"practical":[150],"interactive":[152],"retrieval,":[154],"we":[155],"hope":[156],"some":[158],"ideas":[161],"will":[162],"eventually":[163],"become":[164],"applicable":[165],"domain":[168],"well.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":19},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":14},{"year":2012,"cited_by_count":9}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}