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https://hdl.handle.net/1959.11/6328
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DC Field | Value | Language |
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dc.contributor.author | Kwan, Paul H | en |
dc.contributor.author | Toraichi, Kazuo | en |
dc.contributor.author | Kitagawa, Hiroyuki | en |
dc.contributor.author | Kameyama, Keisuke | en |
local.source.editor | Editor(s): Vladimir Marik, Werner Retschitzegger, Olga Stepankova | en |
dc.date.accessioned | 2010-08-02T16:21:00Z | - |
dc.date.issued | 2003 | - |
dc.identifier.citation | Database and Expert Systems Applications: 14th International Conference, DEXA 2003, Prague, Czech Republic, September 1-5, 2003, Proceedings, p. 517-526 | en |
dc.identifier.isbn | 3540408061 | en |
dc.identifier.isbn | 9783540408062 | en |
dc.identifier.uri | https://hdl.handle.net/1959.11/6328 | - |
dc.description.abstract | An 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.language | en | en |
dc.publisher | Springer | en |
dc.relation.ispartof | Database and Expert Systems Applications: 14th International Conference, DEXA 2003, Prague, Czech Republic, September 1-5, 2003, Proceedings | en |
dc.relation.ispartofseries | Lecture Notes in Computer Science | en |
dc.title | Approximate Query Processing for a Content-Based Image Retrieval Method | en |
dc.type | Conference Publication | en |
dc.relation.conference | DEXA 2003: 14th International Conference on Database and Expert Systems Applications | en |
dc.identifier.doi | 10.1007/978-3-540-45227-0_51 | en |
dc.subject.keywords | Neural, Evolutionary and Fuzzy Computation | en |
dc.subject.keywords | Pattern Recognition and Data Mining | en |
dc.subject.keywords | Image Processing | en |
local.contributor.firstname | Paul H | en |
local.contributor.firstname | Kazuo | en |
local.contributor.firstname | Hiroyuki | en |
local.contributor.firstname | Keisuke | en |
local.subject.for2008 | 080108 Neural, Evolutionary and Fuzzy Computation | en |
local.subject.for2008 | 080109 Pattern Recognition and Data Mining | en |
local.subject.for2008 | 080106 Image Processing | en |
local.subject.seo2008 | 890202 Application Tools and System Utilities | en |
local.profile.school | School of Science and Technology | en |
local.profile.school | Computer Science | en |
local.profile.email | wkwan2@une.edu.au | en |
local.output.category | E1 | en |
local.record.place | au | en |
local.record.institution | University of New England | en |
local.identifier.epublicationsrecord | une-20100414-163932 | en |
local.date.conference | 1st - 5th September, 2003 | en |
local.conference.place | Prague, Czech Republic | en |
local.publisher.place | Berlin, Germany | en |
local.format.startpage | 517 | en |
local.format.endpage | 526 | en |
local.series.issn | 1611-3349 | - |
local.series.issn | 0302-9743 | - |
local.series.number | 2736 | en |
local.peerreviewed | Yes | en |
local.contributor.lastname | Kwan | en |
local.contributor.lastname | Toraichi | en |
local.contributor.lastname | Kitagawa | en |
local.contributor.lastname | Kameyama | en |
local.seriespublisher | Springer | en |
local.seriespublisher.place | Berlin, Germany | en |
dc.identifier.staff | une-id:wkwan2 | en |
local.profile.role | author | en |
local.profile.role | author | en |
local.profile.role | author | en |
local.profile.role | author | en |
local.identifier.unepublicationid | une:6486 | en |
dc.identifier.academiclevel | Academic | en |
local.title.maintitle | Approximate Query Processing for a Content-Based Image Retrieval Method | en |
local.output.categorydescription | E1 Refereed Scholarly Conference Publication | en |
local.relation.url | http://trove.nla.gov.au/work/28360405 | en |
local.relation.url | http://books.google.com/books?id=VK1o7obhmRUC&lpg=PR1&pg=PA517 | en |
local.conference.details | DEXA 2003: 14th International Conference on Database and Expert Systems Applications, Prague, Czech Republic, 1st - 5th September, 2003 | en |
local.search.author | Kwan, Paul H | en |
local.search.author | Toraichi, Kazuo | en |
local.search.author | Kitagawa, Hiroyuki | en |
local.search.author | Kameyama, Keisuke | en |
local.uneassociation | Unknown | en |
local.atsiresearch | No | en |
local.sensitive.cultural | No | en |
local.year.published | 2003 | en |
local.date.start | 2003-09-01 | - |
local.date.end | 2003-09-05 | - |
local.profile.affiliationtype | Unknown | en |
local.profile.affiliationtype | Unknown | en |
local.profile.affiliationtype | Unknown | en |
local.profile.affiliationtype | Unknown | en |
Appears in Collections: | Conference Publication |
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