Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/6328
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dc.contributor.authorKwan, Paul Hen
dc.contributor.authorToraichi, Kazuoen
dc.contributor.authorKitagawa, Hiroyukien
dc.contributor.authorKameyama, Keisukeen
local.source.editorEditor(s): Vladimir Marik, Werner Retschitzegger, Olga Stepankovaen
dc.date.accessioned2010-08-02T16:21:00Z
dc.date.issued2003en
dc.identifier.citationDatabase and Expert Systems Applications: Proceedings of the 14th International Conference, DEXA 2003, p. 517-526en
dc.identifier.isbn3540408061en
dc.identifier.isbn9783540408062en
dc.identifier.urihttps://hdl.handle.net/1959.11/6328en
dc.description.abstractAn approximate query processing approach for a content-based image retrieval method based on probabilistic relaxation labeling is proposed. The novelty lies in the inclusion of a filtering mechanism based on a quasi lower bound on distance in the vector space that effectively spares the matching between the query and a number of database images from going through the expensive step of iterative updating the labeling probabilities. This resembles the two-step filter-and-refine query processing approach that has been applied to k-nearest neighbor (k-NN) retrieval in database research. It is confirmed by experiments that the proposed approach consistently returns a "close approximation" of the accurate result, in the sense of the first k' in the top k output of a k-NN search, while simultaneously reduces the amount of processing required.en
dc.languageenen
dc.publisherSpringer-Verlagen
dc.relation.ispartofDatabase and Expert Systems Applications: Proceedings of the 14th International Conference, DEXA 2003en
dc.relation.ispartofseriesLecture Notes in Computer Scienceen
dc.titleApproximate Query Processing for a Content-Based Image Retrieval Methoden
dc.typeConference Publicationen
dc.relation.conferenceDEXA 2003: 14th International Conference on Database and Expert Systems Applications, Prague, Czech Republic, 1st - 5th September, 2003en
dc.identifier.doi10.1007/978-3-540-45227-0_51en
dc.subject.keywordsNeural, Evolutionary and Fuzzy Computationen
dc.subject.keywordsPattern Recognition and Data Miningen
dc.subject.keywordsImage Processingen
local.contributor.firstnamePaul Hen
local.contributor.firstnameKazuoen
local.contributor.firstnameHiroyukien
local.contributor.firstnameKeisukeen
local.subject.for2008080108 Neural, Evolutionary and Fuzzy Computationen
local.subject.for2008080109 Pattern Recognition and Data Miningen
local.subject.for2008080106 Image Processingen
local.subject.seo2008890202 Application Tools and System Utilitiesen
local.profile.schoolSchool of Science and Technologyen
local.profile.schoolComputer Scienceen
local.profile.emailwkwan2@une.edu.auen
local.output.categoryE1en
local.record.placeauen
local.record.institutionUniversity of New Englanden
local.identifier.epublicationsrecordune-20100414-163932en
local.publisher.placeBerlin, Germanyen
local.format.startpage517en
local.format.endpage526en
local.series.issn0302-9743en
local.series.issn1611-3349en
local.series.number2736en
local.peerreviewedYesen
local.contributor.lastnameKwanen
local.contributor.lastnameToraichien
local.contributor.lastnameKitagawaen
local.contributor.lastnameKameyamaen
dc.identifier.staffune-id:wkwan2en
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.identifier.unepublicationidune:6486en
dc.identifier.academiclevelAcademicen
local.title.maintitleApproximate Query Processing for a Content-Based Image Retrieval Methoden
local.output.categorydescriptionE1 Refereed Scholarly Conference Publicationen
local.relation.urlhttp://trove.nla.gov.au/work/28360405en
local.relation.urlhttp://books.google.com/books?id=VK1o7obhmRUC&lpg=PR1&pg=PA517en
local.conference.detailsDEXA 2003: 14th International Conference on Database and Expert Systems Applications, Prague, Czech Republic, 1st - 5th September, 2003en
local.description.statisticsepubsVisitors: 252<br />Views: 490<br />Downloads: 0en
local.search.authorKwan, Paul Hen
local.search.authorToraichi, Kazuoen
local.search.authorKitagawa, Hiroyukien
local.search.authorKameyama, Keisukeen
local.uneassociationUnknownen
local.year.published2003en
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