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A Fast Algorithm for Creating a Compact and Discriminative Visual Codebook

Wang, Lei; Zhou, Luping; Shen, Chunhua

Description

In patch-based object recognition, using a compact visual codebook can boost computational efficiency and reduce memory cost. Nevertheless, compared with a large-sized codebook, it also risks the loss of discriminative power. Moreover, creating a compact

dc.contributor.authorWang, Lei
dc.contributor.authorZhou, Luping
dc.contributor.authorShen, Chunhua
dc.coverage.spatialMarseille France
dc.date.accessioned2015-12-08T22:40:39Z
dc.date.createdOctober 12-18 2008
dc.identifier.isbn9783540886921
dc.identifier.urihttp://hdl.handle.net/1885/36588
dc.description.abstractIn patch-based object recognition, using a compact visual codebook can boost computational efficiency and reduce memory cost. Nevertheless, compared with a large-sized codebook, it also risks the loss of discriminative power. Moreover, creating a compact
dc.publisherSpringer
dc.relation.ispartofseriesEuropean Conference on Computer Vision (ECCV 2008)
dc.sourceProceedings of European Conference on Computer Vision (ECCV 2008)
dc.source.urihttp://www.springer.com/computer/image+processing/book/978-3-540-88692-1
dc.subjectKeywords: Computer vision; Image processing; Object recognition; Classification performances; Codebook; Experimental studies; Fast algorithms; Memory costs; Object classes; Visual words; Powders
dc.titleA Fast Algorithm for Creating a Compact and Discriminative Visual Codebook
dc.typeConference paper
local.description.notesImported from ARIES
local.description.refereedYes
dc.date.issued2008
local.identifier.absfor080106 - Image Processing
local.identifier.absfor080109 - Pattern Recognition and Data Mining
local.identifier.absfor080104 - Computer Vision
local.identifier.ariespublicationu4334215xPUB138
local.type.statusPublished Version
local.contributor.affiliationWang, Lei, College of Engineering and Computer Science, ANU
local.contributor.affiliationZhou, Luping, College of Engineering and Computer Science, ANU
local.contributor.affiliationShen, Chunhua, College of Engineering and Computer Science, ANU
local.description.embargo2037-12-31
local.bibliographicCitation.startpage719
local.bibliographicCitation.lastpage732
local.identifier.doi10.1007/978-3-540-88693-8-53
dc.date.updated2016-02-24T10:58:24Z
local.identifier.scopusID2-s2.0-56749102360
CollectionsANU Research Publications

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