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dc.contributor.authorBusch, Andrewen_US
dc.contributor.editorAurelio Campilho, Mohamed Kamelen_US
dc.date.accessioned2017-05-03T15:03:44Z
dc.date.available2017-05-03T15:03:44Z
dc.date.issued2006en_US
dc.date.modified2009-01-16T06:23:52Z
dc.identifier.urihttp://hdl.handle.net/10072/13314
dc.description.abstractThe problem of determining the script and language of a document image has a number of important applications in the field of document analysis, such as indexing and sorting of large collections of such images, or as a precursor to optical character recognition (OCR). In this paper, we investigate the use of texture as a tool for determining the script of a document image, based on the observation that text has a distinct visual texture. An experimental evaluation of a number of commonly used texture features is conducted on a newly created script database, providing a qualitative measure of which features are most appropriate for this task. Strategies for improving classification results in situations with limited training data and multiple font types are also proposed.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_AU
dc.languageEnglishen_US
dc.language.isoen_AU
dc.publisherSpringeren_US
dc.publisher.placeBerlinen_US
dc.publisher.urihttp://www.iciar.uwaterloo.ca/iciar06/en_AU
dc.relation.ispartofstudentpublicationNen_AU
dc.relation.ispartofconferencenameThird International Confernece on Image Analysis and Recognition (ICIAR 2006)en_US
dc.relation.ispartofconferencetitleImage Analysis and Recognition: Third International Conference, ICIAR 2006: Proceedings, Part 1en_US
dc.relation.ispartofdatefrom2006-09-18en_US
dc.relation.ispartofdateto2006-09-20en_US
dc.relation.ispartoflocationPovoa de Varzim, Portugalen_US
dc.rights.retentionYen_AU
dc.subject.fieldofresearchcode280203en_US
dc.titleMulti-font Script Identification Using Texture-Based Featuresen_US
dc.typeConference outputen_US
dc.type.descriptionE1 - Conference Publications (HERDC)en_US
dc.type.codeE - Conference Publicationsen_US
gro.facultyGriffith Sciences, Griffith School of Engineeringen_US
gro.date.issued2006
gro.hasfulltextNo Full Text


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    Contains papers delivered by Griffith authors at national and international conferences.

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