{"id":"https://openalex.org/W2017036667","doi":"https://doi.org/10.1145/2324796.2324815","title":"Bayesian approach for near-duplicate image detection","display_name":"Bayesian approach for near-duplicate image detection","publication_year":2012,"publication_date":"2012-06-05","ids":{"openalex":"https://openalex.org/W2017036667","doi":"https://doi.org/10.1145/2324796.2324815","mag":"2017036667"},"language":"en","primary_location":{"id":"doi:10.1145/2324796.2324815","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2324796.2324815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1104.4723","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033719706","display_name":"Lucas Moutinho Bueno","orcid":"https://orcid.org/0000-0001-9870-9234"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Lucas Bueno","raw_affiliation_strings":["State University of Campinas, Brazil",",State University of Campinas, Brazil"],"affiliations":[{"raw_affiliation_string":"State University of Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]},{"raw_affiliation_string":",State University of Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051880838","display_name":"Eduardo Valle","orcid":"https://orcid.org/0000-0001-5396-9868"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Valle","raw_affiliation_strings":["State University of Campinas, Brazil",",State University of Campinas, Brazil"],"affiliations":[{"raw_affiliation_string":"State University of Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]},{"raw_affiliation_string":",State University of Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087058987","display_name":"Ricardo da Silva Torres","orcid":"https://orcid.org/0000-0001-9772-263X"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo da S. Torres","raw_affiliation_strings":["State University of Campinas, Brazil",",State University of Campinas, Brazil"],"affiliations":[{"raw_affiliation_string":"State University of Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]},{"raw_affiliation_string":",State University of Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033719706"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":0.557,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67739038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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":1.0,"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":1.0,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9958999752998352,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/computer-science","display_name":"Computer science","score":0.8115978240966797},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.6506545543670654},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5736210346221924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5253307819366455},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5248147249221802},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5109474062919617},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5086835026741028},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.49419382214546204},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.48240435123443604},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4723716080188751},{"id":"https://openalex.org/keywords/image-stitching","display_name":"Image stitching","score":0.45073312520980835},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4506438672542572},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4466714859008789},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4455757141113281},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4104597270488739},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3968319296836853},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36676427721977234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09941044449806213}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115978240966797},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.6506545543670654},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5736210346221924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5253307819366455},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5248147249221802},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5109474062919617},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5086835026741028},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.49419382214546204},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.48240435123443604},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4723716080188751},{"id":"https://openalex.org/C29081049","wikidata":"https://www.wikidata.org/wiki/Q1364242","display_name":"Image stitching","level":2,"score":0.45073312520980835},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4506438672542572},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4466714859008789},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4455757141113281},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4104597270488739},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3968319296836853},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36676427721977234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09941044449806213},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2324796.2324815","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2324796.2324815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1104.4723","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1104.4723","pdf_url":"https://arxiv.org/pdf/1104.4723","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":"pmh:oai:arXiv.org:1104.4723","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1104.4723","pdf_url":"https://arxiv.org/pdf/1104.4723","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"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G5673910636","display_name":null,"funder_award_id":"2007/52015-02009/12826-52009/05951-82009/18438-72011/11171-5","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1544060217","https://openalex.org/W1556531089","https://openalex.org/W1969241115","https://openalex.org/W1973126996","https://openalex.org/W2009617299","https://openalex.org/W2032423968","https://openalex.org/W2044139120","https://openalex.org/W2055289292","https://openalex.org/W2055906546","https://openalex.org/W2107034620","https://openalex.org/W2119605622","https://openalex.org/W2123224804","https://openalex.org/W2124222502","https://openalex.org/W2124386111","https://openalex.org/W2131846894","https://openalex.org/W2136539519","https://openalex.org/W2145072179","https://openalex.org/W2145400576","https://openalex.org/W2147717514","https://openalex.org/W2155099190","https://openalex.org/W2177274842","https://openalex.org/W2769954494","https://openalex.org/W4240774490","https://openalex.org/W4299551239"],"related_works":["https://openalex.org/W68020613","https://openalex.org/W2091466534","https://openalex.org/W4255291540","https://openalex.org/W3134240150","https://openalex.org/W4392793652","https://openalex.org/W4387591196","https://openalex.org/W172825421","https://openalex.org/W2944699522","https://openalex.org/W1982521527","https://openalex.org/W3156165453"],"abstract_inverted_index":{"Vote-based":[0],"algorithms":[1],"are":[2,57,94,101,114],"very":[3,102],"popular":[4],"in":[5,44,53,77,86,160,166],"tasks":[6],"based":[7,95,122],"on":[8,24,97,107],"image":[9],"local-descriptors,":[10],"including":[11],"object":[12],"matching,":[13],"panoramic":[14],"stitching":[15],"and":[16,130,145],"near-duplicate":[17],"detection.":[18],"On":[19],"this":[20],"paper,":[21],"we":[22],"focus":[23],"the":[25,39,45,55,108,141,163],"latter":[26],"application,":[27],"proposing":[28],"a":[29,35,61,71,137],"Bayesian":[30],"approach,":[31],"which":[32,54,100,113],"allows":[33,136],"giving":[34],"probabilistic":[36],"interpretation":[37],"to":[38,59,120,132],"distances":[40,56],"between":[41,143],"local":[42],"descriptors":[43],"feature":[46],"space.":[47],"That":[48],"contrasts":[49],"with":[50,154,162],"traditional":[51],"schemes,":[52],"used":[58],"establish":[60],"simple":[62],"unweighted":[63],"vote":[64],"count.":[65],"Near-duplicate":[66],"detection":[67,80],"is":[68],"demanded":[69],"for":[70],"myriad":[72],"of":[73,81,91,110,140],"applications:":[74],"metadata":[75],"retrieval":[76],"cultural":[78],"institutions,":[79],"copyright":[82],"violations,":[83],"duplicate":[84],"elimination":[85],"storage,":[87],"etc.":[88],"The":[89],"majority":[90],"current":[92],"solutions":[93],"either":[96],"voting":[98],"algorithms,":[99],"precise,":[103],"but":[104,116],"expensive;":[105],"or":[106],"use":[109],"visual":[111],"dictionaries,":[112],"efficient,":[115],"less":[117,155],"precise.":[118],"Contrarily":[119],"raw-vote":[121],"systems,":[123,134],"our":[124,148],"scheme":[125],"performs":[126],"few":[127],"database":[128,158],"accesses;":[129],"contrarily":[131],"dictionary-based":[133],"it":[135,150],"fine":[138],"control":[139],"compromise":[142],"precision":[144],"efficiency.":[146],"In":[147],"experiments,":[149],"yields":[151],"99%":[152],"accuracy":[153],"than":[156],"10":[157],"accesses,":[159],"contrast":[161],"hundreds":[164],"needed":[165],"raw-voting":[167],"schemes.":[168]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
