{"id":"https://openalex.org/W2099772602","doi":"https://doi.org/10.1145/1185448.1185588","title":"Using visual attention to extract regions of interest in the context of image retrieval","display_name":"Using visual attention to extract regions of interest in the context of image retrieval","publication_year":2006,"publication_date":"2006-03-10","ids":{"openalex":"https://openalex.org/W2099772602","doi":"https://doi.org/10.1145/1185448.1185588","mag":"2099772602"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/1185448.1185588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://mayron.net/liam/pub/acmse2006.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073925867","display_name":"Oge Marques","orcid":"https://orcid.org/0000-0003-4321-2719"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"funder","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oge Marques","raw_affiliation_strings":["Florida Atlantic University, Boca Raton, FL"],"affiliations":[{"raw_affiliation_string":"Florida Atlantic University, Boca Raton, FL","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014826623","display_name":"Liam M. Mayron","orcid":null},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"funder","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liam M. Mayron","raw_affiliation_strings":["Florida Atlantic University, Boca Raton, FL"],"affiliations":[{"raw_affiliation_string":"Florida Atlantic University, Boca Raton, FL","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072907502","display_name":"Gustavo Benvenutti Borba","orcid":"https://orcid.org/0000-0001-7412-2412"},"institutions":[],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo B. Borba","raw_affiliation_strings":["Centro Federal de Educa\u00e7\u00e3o Tecnol\u00f3gica do, Paran\u00e1, Curitiba - Paran\u00e1 - Brasil"],"affiliations":[{"raw_affiliation_string":"Centro Federal de Educa\u00e7\u00e3o Tecnol\u00f3gica do, Paran\u00e1, Curitiba - Paran\u00e1 - Brasil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026365244","display_name":"Humberto Remigio Gamba","orcid":"https://orcid.org/0000-0003-3210-2725"},"institutions":[],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Humberto R. Gamba","raw_affiliation_strings":["Centro Federal de Educa\u00e7\u00e3o Tecnol\u00f3gica do, Paran\u00e1, Curitiba - Paran\u00e1 - Brasil"],"affiliations":[{"raw_affiliation_string":"Centro Federal de Educa\u00e7\u00e3o Tecnol\u00f3gica do, Paran\u00e1, Curitiba - Paran\u00e1 - Brasil","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.451,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":43,"citation_normalized_percentile":{"value":0.924519,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":93},"biblio":{"volume":"2525","issue":null,"first_page":"638","last_page":"643"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9997,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9997,"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":0.9974,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.995,"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/similarity","display_name":"Similarity (geometry)","score":0.56417865},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-Based Image Retrieval","score":0.5484853},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4579924}],"concepts":[{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.9035013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.76362026},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6977978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6926255},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.64622563},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.58475083},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.56417865},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5537268},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.5484853},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5400231},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.50034356},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4796534},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4579924},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.4549737},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14615494},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08133817},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/1185448.1185588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.61.5606","pdf_url":"http://mayron.net/liam/pub/acmse2006.pdf","source":{"id":"https://openalex.org/S4306400349","display_name":"CiteSeer X (The Pennsylvania State University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I130769515","host_organization_name":"Pennsylvania State University","host_organization_lineage":["https://openalex.org/I130769515"],"host_organization_lineage_names":["Pennsylvania State University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.61.5606","pdf_url":"http://mayron.net/liam/pub/acmse2006.pdf","source":{"id":"https://openalex.org/S4306400349","display_name":"CiteSeer X (The Pennsylvania State University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I130769515","host_organization_name":"Pennsylvania State University","host_organization_lineage":["https://openalex.org/I130769515"],"host_organization_lineage_names":["Pennsylvania State University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":28,"referenced_works":["https://openalex.org/W1485839658","https://openalex.org/W1558148709","https://openalex.org/W1588746380","https://openalex.org/W1590159804","https://openalex.org/W1660390307","https://openalex.org/W1760883005","https://openalex.org/W1770420845","https://openalex.org/W1992957801","https://openalex.org/W2000177643","https://openalex.org/W2039355846","https://openalex.org/W2053578723","https://openalex.org/W2053631137","https://openalex.org/W2054802006","https://openalex.org/W2082453965","https://openalex.org/W2091718820","https://openalex.org/W2114329013","https://openalex.org/W2117301471","https://openalex.org/W2128272608","https://openalex.org/W2130660124","https://openalex.org/W2134814621","https://openalex.org/W2135705692","https://openalex.org/W2136869398","https://openalex.org/W2138395288","https://openalex.org/W2144764737","https://openalex.org/W2170161511","https://openalex.org/W2243964845","https://openalex.org/W2561675875","https://openalex.org/W4244121236"],"related_works":["https://openalex.org/W826460979","https://openalex.org/W3201443322","https://openalex.org/W2798760230","https://openalex.org/W2746816529","https://openalex.org/W2534459178","https://openalex.org/W2342735177","https://openalex.org/W2328992539","https://openalex.org/W2130409173","https://openalex.org/W2031096531","https://openalex.org/W2024252608"],"abstract_inverted_index":{"Recent":[0],"research":[1],"on":[2,95,131],"computational":[3],"modeling":[4],"of":[5,51,58,67,80,98,103,119,134],"visual":[6,59],"attention":[7],"has":[8],"demonstrated":[9,115],"that":[10,116],"a":[11,45,76,139],"bottom-up":[12],"approach":[13],"to":[14,24],"identifying":[15],"salient":[16,85,101],"regions":[17,50,102,130],"within":[18],"an":[19,104],"image":[20,70],"can":[21,122],"be":[22,123],"applied":[23],"diverse":[25],"and":[26],"practical":[27],"problems":[28],"for":[29,48,126,136],"which":[30],"conventional":[31],"machine":[32],"vision":[33],"techniques":[34],"have":[35,114],"not":[36],"succeeded":[37],"in":[38,64,138],"producing":[39],"robust":[40],"solutions.":[41],"This":[42],"paper":[43,92],"proposes":[44],"new":[46],"method":[47,113],"extracting":[49,99],"interest":[52],"(ROIs)":[53],"from":[54],"images":[55,83,121],"using":[56],"models":[57],"attention.":[60],"It":[61],"is":[62],"presented":[63],"the":[65,96,100,111,117,120,132],"context":[66],"improving":[68],"content-based":[69],"retrieval":[71],"(CBIR)":[72],"solutions":[73],"by":[74],"implementing":[75],"biologically-motivated,":[77],"unsupervised":[78],"technique":[79],"grouping":[81],"together":[82],"whose":[84],"ROIs":[86,118],"are":[87],"perceptually":[88],"similar.":[89],"In":[90],"this":[91],"we":[93],"focus":[94],"process":[97],"image.":[105],"The":[106],"excellent":[107],"results":[108],"obtained":[109],"with":[110],"proposed":[112],"independently":[124],"indexed":[125],"comparison":[127],"against":[128],"other":[129],"basis":[133],"similarity":[135],"use":[137],"CBIR":[140],"solution.":[141]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2099772602","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2025-03-20T16:20:58.930881","created_date":"2016-06-24"}