{"id":"https://openalex.org/W1980185424","doi":"https://doi.org/10.1145/1282280.1282281","title":"A content-based image retrieval scheme allowing for robust automatic personalization","display_name":"A content-based image retrieval scheme allowing for robust automatic personalization","publication_year":2007,"publication_date":"2007-07-09","ids":{"openalex":"https://openalex.org/W1980185424","doi":"https://doi.org/10.1145/1282280.1282281","mag":"1980185424"},"language":"en","primary_location":{"id":"doi:10.1145/1282280.1282281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1282280.1282281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM international conference on Image and video retrieval","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://doi.org/10.1145/1282280.1282281","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040795718","display_name":"Sotirios Chatzis","orcid":"https://orcid.org/0000-0002-4956-4013"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sotirios Chatzis","raw_affiliation_strings":["National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110574930","display_name":"Anastasios Doulamis","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasios Doulamis","raw_affiliation_strings":["National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089215627","display_name":"Theodora Varvarigou","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Theodora Varvarigou","raw_affiliation_strings":["National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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":0.9990000128746033,"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/T11309","display_name":"Music and Audio Processing","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.845240592956543},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7214362621307373},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.6892328858375549},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6271012425422668},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5831013321876526},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.5820124745368958},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5816349387168884},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5687961578369141},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5490888357162476},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4954932928085327},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4362877905368805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40349867939949036},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39459002017974854},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34917962551116943},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08150240778923035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.845240592956543},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7214362621307373},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.6892328858375549},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6271012425422668},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5831013321876526},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.5820124745368958},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5816349387168884},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5687961578369141},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5490888357162476},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4954932928085327},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4362877905368805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40349867939949036},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39459002017974854},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34917962551116943},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08150240778923035},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/1282280.1282281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1282280.1282281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM international conference on Image and video retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/31785","is_oa":true,"landing_page_url":"http://doi.org/10.1145/1282280.1282281","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"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":"Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:ktisis.cut.ac.cy:10488/7269","is_oa":false,"landing_page_url":"http://ktisis.cut.ac.cy/handle/10488/7269","pdf_url":null,"source":{"id":"https://openalex.org/S4306400897","display_name":"Ktisis at Cyprus University of Technology (Cyprus University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I163151358","host_organization_name":"Cyprus University of Technology","host_organization_lineage":["https://openalex.org/I163151358"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookPart"},{"id":"pmh:oai:ktisis.cut.ac.cy:20.500.14279/3059","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.14279/3059","pdf_url":null,"source":{"id":"https://openalex.org/S4306400897","display_name":"Ktisis at Cyprus University of Technology (Cyprus University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I163151358","host_organization_name":"Cyprus University of Technology","host_organization_lineage":["https://openalex.org/I163151358"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookPart"}],"best_oa_location":{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/31785","is_oa":true,"landing_page_url":"http://doi.org/10.1145/1282280.1282281","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"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":"Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5400000214576721,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1607838481","https://openalex.org/W1654865708","https://openalex.org/W1820139159","https://openalex.org/W1956559956","https://openalex.org/W2065024433","https://openalex.org/W2081168105","https://openalex.org/W2097005463","https://openalex.org/W2101498401","https://openalex.org/W2104052971","https://openalex.org/W2125337348","https://openalex.org/W2130647320","https://openalex.org/W2130660124","https://openalex.org/W2132199310","https://openalex.org/W2133604244","https://openalex.org/W2135796747","https://openalex.org/W2137971377","https://openalex.org/W2146871184","https://openalex.org/W2158708335","https://openalex.org/W2168447440"],"related_works":["https://openalex.org/W2034539438","https://openalex.org/W2124645781","https://openalex.org/W2184057774","https://openalex.org/W2140331143","https://openalex.org/W2543381692","https://openalex.org/W1606474234","https://openalex.org/W1497114142","https://openalex.org/W2133641558","https://openalex.org/W2096561479","https://openalex.org/W2411245752"],"abstract_inverted_index":{"The":[0,133],"retrieval":[1,6,43],"performance":[2,147],"of":[3,18,56,77,90,110,121,130,135,143],"content-based":[4],"image":[5],"(CBIR)":[7],"systems":[8,35],"is":[9,85,138],"often":[10],"disappointingly":[11],"low,":[12],"mainly":[13],"due":[14],"to":[15,32,94,126],"the":[16,42,47,59,71,98,102,118,122,127],"subjectivity":[17,40],"human":[19,38],"perception.":[20],"Relevance":[21],"feedback":[22,49,129],"(RF)":[23],"has":[24],"been":[25],"widely":[26],"considered":[27],"as":[28],"a":[29,88,111,141],"powerful":[30],"tool":[31],"enhance":[33],"CBIR":[34],"by":[36,87,97,108],"incorporating":[37],"perception":[39],"into":[41],"procedure.":[44],"However,":[45],"usually,":[46],"obtained":[48],"logs":[50],"are":[51],"scarce":[52],"and":[53],"contain":[54],"lots":[55],"outliers,":[57],"undermining":[58],"RF":[60,114],"adaptation":[61,120],"effectiveness.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66],"tackle":[67],"these":[68],"shortcomings":[69],"exploiting":[70],"inherent":[72],"outlier":[73],"downweighting":[74],"capabilities":[75],"mixtures":[76],"Student's":[78],"t":[79,91],"distributions":[80,92],"offer.":[81],"Each":[82],"semantic":[83,103,123],"class":[84,104,124],"modeled":[86],"mixture":[89],"fitted":[93],"data":[95],"provided":[96],"system":[99],"operators.":[100],"Further,":[101],"models":[105,125],"get":[106],"personalized":[107],"application":[109],"novel,":[112],"efficient":[113],"algorithm":[115],"allowing":[116],"for":[117],"robust":[119],"accumulated":[128],"each":[131],"user.":[132],"efficacy":[134],"our":[136],"approach":[137],"validated":[139],"through":[140],"series":[142],"experiments":[144],"using":[145],"objective":[146],"criteria.":[148]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}