Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/6619
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dc.contributor.authorLeedham, Grahamen
dc.contributor.authorYan, Chenen
dc.contributor.authorTakru, Kalyanen
dc.contributor.authorTan, Joie Hadi Nataen
dc.contributor.authorMian, Lien
dc.date.accessioned2010-10-01T09:58:00Z-
dc.date.issued2003-
dc.identifier.citationProceedings of the Seventh International Conference on Document Analysis and Recognition (ICDAR 2003), v.2, p. 859-863en
dc.identifier.isbn0769519601en
dc.identifier.urihttps://hdl.handle.net/1959.11/6619-
dc.description.abstractA number of techniques have previously been proposed for effective thresholding of document images. In this paper two new thresholding techniques are proposed and compared against some existing algorithms. The algorithms were evaluated on four types of difficult document images where considerable background noise or variation in contrast and illumination exists. The quality of the thresholding was assessed using the Precision and Recall analysis of the resultant words in the foreground.The conclusion is that no single algorithm works well for all types of image but some work better than others for particular types of images suggesting that improved performance can be obtained by automatic selection or combination of appropriate algorithm(s) for the type of document image under investigation.en
dc.languageenen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.relation.ispartofProceedings of the Seventh International Conference on Document Analysis and Recognition (ICDAR 2003)en
dc.titleComparison of Some Thresholding Algorithms for Text/Background Segmentation in Difficult Document Imagesen
dc.typeConference Publicationen
dc.relation.conferenceICDAR 2003: 7th International Conference of Document Analysis and Recognitionen
dc.identifier.doi10.1109/ICDAR.2003.1227784en
dc.subject.keywordsArtificial Intelligence and Image Processingen
dc.subject.keywordsImage Processingen
dc.subject.keywordsComputer Visionen
local.contributor.firstnameGrahamen
local.contributor.firstnameChenen
local.contributor.firstnameKalyanen
local.contributor.firstnameJoie Hadi Nataen
local.contributor.firstnameLien
local.subject.for2008080199 Artificial Intelligence and Image Processing not elsewhere classifieden
local.subject.for2008080104 Computer Visionen
local.subject.for2008080106 Image Processingen
local.subject.seo2008890299 Computer Software and Services not elsewhere classifieden
local.subject.seo2008810107 National Securityen
local.subject.seo2008810199 Defence not elsewhere classifieden
local.profile.schoolSchool of Science and Technologyen
local.profile.schoolScience and Technologyen
local.profile.emailcleedham@une.edu.auen
local.output.categoryE1en
local.record.placeauen
local.record.institutionUniversity of New Englanden
local.identifier.epublicationsrecordune-20100422-095458en
local.date.conference3rd - 6th August, 2003en
local.conference.placeEdinburgh, United Kingdomen
local.publisher.placeUnited States of Americaen
local.format.startpage859en
local.format.endpage863en
local.identifier.scopusid84945896260en
local.peerreviewedYesen
local.identifier.volume2en
local.contributor.lastnameLeedhamen
local.contributor.lastnameYanen
local.contributor.lastnameTakruen
local.contributor.lastnameTanen
local.contributor.lastnameMianen
dc.identifier.staffune-id:cleedhamen
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.identifier.unepublicationidune:6778en
dc.identifier.academiclevelAcademicen
local.title.maintitleComparison of Some Thresholding Algorithms for Text/Background Segmentation in Difficult Document Imagesen
local.output.categorydescriptionE1 Refereed Scholarly Conference Publicationen
local.relation.urlhttp://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.99.9442&rep=rep1&type=pdfen
local.conference.detailsICDAR 2003: 7th International Conference of Document Analysis and Recognition, Edinburgh, Scotland, 3rd - 6th August, 2003en
local.search.authorLeedham, Grahamen
local.search.authorYan, Chenen
local.search.authorTakru, Kalyanen
local.search.authorTan, Joie Hadi Nataen
local.search.authorMian, Lien
local.uneassociationUnknownen
local.year.published2003en
local.date.start2003-08-03-
local.date.end2003-08-06-
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