{"id":"https://openalex.org/W2019946480","doi":"https://doi.org/10.1109/tmm.2013.2286083","title":"A Generative Model for Concurrent Image Retrieval and ROI Segmentation","display_name":"A Generative Model for Concurrent Image Retrieval and ROI Segmentation","publication_year":2013,"publication_date":"2013-10-16","ids":{"openalex":"https://openalex.org/W2019946480","doi":"https://doi.org/10.1109/tmm.2013.2286083","mag":"2019946480"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2013.2286083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2013.2286083","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10016/21446","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016179376","display_name":"Iv\u00e1n Gonz\u00e1lez-D\u00edaz","orcid":"https://orcid.org/0000-0003-4644-8479"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ivan Gonzalez-Diaz","raw_affiliation_strings":["Department of Signal Theory and Communications, Universidad Carlos III de Madrid, Legan\u00e9s, Madrid","Dept. of Signal Theor. & Commun., Univ. Carlos III de Madrid, Leganes, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universidad Carlos III de Madrid, Legan\u00e9s, Madrid","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Dept. of Signal Theor. & Commun., Univ. Carlos III de Madrid, Leganes, Spain#TAB#","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025669074","display_name":"Carlos E. Baz-Hormigos","orcid":null},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos E. Baz-Hormigos","raw_affiliation_strings":["Department of Signal Theory and Communications, Universidad Carlos III de Madrid, Legan\u00e9s, Madrid","Dept. of Signal Theor. & Commun., Univ. Carlos III de Madrid, Leganes, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universidad Carlos III de Madrid, Legan\u00e9s, Madrid","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Dept. of Signal Theor. & Commun., Univ. Carlos III de Madrid, Leganes, Spain#TAB#","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077061691","display_name":"Fernando D\u00edaz-de-Mar\u00eda","orcid":"https://orcid.org/0000-0002-6437-914X"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fernando Diaz-de-Maria","raw_affiliation_strings":["Department of Signal Theory and Communications, Universidad Carlos III de Madrid, Legan\u00e9s, Madrid","Dept. of Signal Theor. & Commun., Univ. Carlos III de Madrid, Leganes, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universidad Carlos III de Madrid, Legan\u00e9s, Madrid","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Dept. of Signal Theor. & Commun., Univ. Carlos III de Madrid, Leganes, Spain#TAB#","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9338,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87794214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"16","issue":"1","first_page":"169","last_page":"183"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9983999729156494,"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":0.9980000257492065,"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":0.82705157995224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.699001669883728},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.6912859082221985},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6761587858200073},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.596375048160553},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5718712210655212},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5335690379142761},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.47147467732429504},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.47004571557044983},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.440743088722229},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4246657192707062},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12901628017425537}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.82705157995224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.699001669883728},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.6912859082221985},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6761587858200073},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.596375048160553},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5718712210655212},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5335690379142761},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.47147467732429504},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.47004571557044983},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.440743088722229},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4246657192707062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12901628017425537},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tmm.2013.2286083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2013.2286083","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:dnet:earchivo____::df1c47e50ecc8823198c022c7a125c13","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/21446","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dnet:earchivo____::2a1501962e70dc4c5f14fc3db3906eee","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/21584","pdf_url":"http://hdl.handle.net/10016/21584","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:dnet:earchivo____::df1c47e50ecc8823198c022c7a125c13","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/21446","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1857121182","display_name":null,"funder_award_id":"TEC2011-26807","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1556531089","https://openalex.org/W1607217798","https://openalex.org/W1625255723","https://openalex.org/W1627400044","https://openalex.org/W1976591483","https://openalex.org/W1993309640","https://openalex.org/W1999478155","https://openalex.org/W2020308406","https://openalex.org/W2024047694","https://openalex.org/W2065296697","https://openalex.org/W2067072229","https://openalex.org/W2071027807","https://openalex.org/W2081332440","https://openalex.org/W2085261163","https://openalex.org/W2088866137","https://openalex.org/W2100398441","https://openalex.org/W2110006281","https://openalex.org/W2113447708","https://openalex.org/W2124404372","https://openalex.org/W2131846894","https://openalex.org/W2141362318","https://openalex.org/W2148809531","https://openalex.org/W2149035855","https://openalex.org/W2151103935","https://openalex.org/W2154952031","https://openalex.org/W2156222070","https://openalex.org/W2157412400","https://openalex.org/W2158911078","https://openalex.org/W2171448996","https://openalex.org/W2172188317","https://openalex.org/W4247915583","https://openalex.org/W6636318775","https://openalex.org/W6636494156","https://openalex.org/W6636759986","https://openalex.org/W6681769576","https://openalex.org/W6682717316"],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W2375480909","https://openalex.org/W2766331907","https://openalex.org/W2353314428","https://openalex.org/W2012019886","https://openalex.org/W2166090428","https://openalex.org/W2794488505","https://openalex.org/W2381021552","https://openalex.org/W2765471884","https://openalex.org/W2354749003"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,41,94],"probabilistic":[4],"generative":[5],"model":[6,22],"that":[7,126],"concurrently":[8,152],"tackles":[9],"the":[10,20,29,48,61,77,80,84,87,99,114,131,145,149,158,161,164,202,221],"problems":[11],"of":[12,28,47,50,63,70,76,144,157,163,180,204,216],"image":[13,122,183,190,197],"retrieval":[14,123,191],"and":[15,52,139,185,193],"region-of-interest":[16],"(ROI)":[17],"segmentation.":[18,97],"Specifically,":[19],"proposed":[21,88,100,150,165],"takes":[23],"into":[24,169],"account":[25,170],"several":[26,171],"properties":[27],"matching":[30,138],"process":[31],"between":[32,67],"two":[33,120,179],"objects":[34,39],"in":[35,113,188,210,220],"different":[36],"images,":[37],"namely:":[38],"undergoing":[40],"geometric":[42],"transformation,":[43],"typical":[44],"spatial":[45],"location":[46],"region":[49],"interest,":[51],"visual":[53],"similarity.":[54],"In":[55],"this":[56],"manner,":[57],"our":[58,127,205],"approach":[59,128,134,206],"improves":[60],"reliability":[62],"detected":[64],"true":[65,85],"matches":[66],"any":[68],"pair":[69],"images.":[71],"Furthermore,":[72,148,160],"by":[73,83],"taking":[74],"advantage":[75],"links":[78],"to":[79,92,104,142,167,207],"ROI":[81,96,112],"provided":[82,153],"matches,":[86],"method":[89,101,166],"is":[90,102,108,218],"able":[91,103],"perform":[93],"suitable":[95],"Finally,":[98],"work":[105],"when":[106],"there":[107],"more":[109,212],"than":[110,213],"one":[111,214],"query":[115],"image.":[116],"Our":[117],"experiments":[118,200],"on":[119,176],"challenging":[121],"datasets":[124],"proved":[125,201],"clearly":[129],"outperforms":[130],"most":[132,143],"prevalent":[133],"for":[135],"geometrically":[136],"constrained":[137],"compares":[140],"favorably":[141],"state-of-the-art":[146],"methods.":[147],"technique":[151],"very":[154],"good":[155],"segmentations":[156],"ROI.":[159],"capability":[162],"take":[168],"objects-of-interest":[172],"was":[173],"also":[174],"tested":[175],"three":[177],"experiments:":[178],"them":[181],"concerning":[182,195],"segmentation":[184],"object":[186,215],"detection":[187],"multi-object":[189],"tasks,":[192],"another":[194],"multiview":[196],"retrieval.":[198],"These":[199],"ability":[203],"handle":[208],"scenarios":[209],"which":[211],"interest":[217],"present":[219],"query.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}
