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Article: Recognition of handwritten Chinese characters by elastic matching

TitleRecognition of handwritten Chinese characters by elastic matching
Authors
KeywordsElastic matching
Handwritten character recognition
Structural matching
Issue Date1998
PublisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/imavis
Citation
Image And Vision Computing, 1998, v. 16 n. 14, p. 979-988 How to Cite?
AbstractA method was proposed to match handwritten Chinese character patterns. Two given patterns are iteratively deformed until they match. An energy function and a neighborhood of influence is defined for each iteration. Initially a large neighborhood is used such that the movements result in large features being coarsely aligned. The neighborhood size is gradually reduced in successive iterations so that finer and finer details are aligned. The amount of computation increases with the square of the number of moving parts which is quite favorable compared with other algorithms. Extensive testing was carried out to evaluate the performance of the algorithm under various parameter settings. The method was applied to the recognition of handwritten Chinese characters with satisfactory results. © 1998 Elsevier Science B.V. All rights reserved.
Persistent Identifierhttp://hdl.handle.net/10722/73785
ISSN
2015 Impact Factor: 1.766
2015 SCImago Journal Rankings: 1.700
References

 

DC FieldValueLanguage
dc.contributor.authorLeung, CHen_HK
dc.contributor.authorTam, WCen_HK
dc.contributor.authorCheung, YSen_HK
dc.date.accessioned2010-09-06T06:54:44Z-
dc.date.available2010-09-06T06:54:44Z-
dc.date.issued1998en_HK
dc.identifier.citationImage And Vision Computing, 1998, v. 16 n. 14, p. 979-988en_HK
dc.identifier.issn0262-8856en_HK
dc.identifier.urihttp://hdl.handle.net/10722/73785-
dc.description.abstractA method was proposed to match handwritten Chinese character patterns. Two given patterns are iteratively deformed until they match. An energy function and a neighborhood of influence is defined for each iteration. Initially a large neighborhood is used such that the movements result in large features being coarsely aligned. The neighborhood size is gradually reduced in successive iterations so that finer and finer details are aligned. The amount of computation increases with the square of the number of moving parts which is quite favorable compared with other algorithms. Extensive testing was carried out to evaluate the performance of the algorithm under various parameter settings. The method was applied to the recognition of handwritten Chinese characters with satisfactory results. © 1998 Elsevier Science B.V. All rights reserved.en_HK
dc.languageengen_HK
dc.publisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/imavisen_HK
dc.relation.ispartofImage and Vision Computingen_HK
dc.subjectElastic matchingen_HK
dc.subjectHandwritten character recognitionen_HK
dc.subjectStructural matchingen_HK
dc.titleRecognition of handwritten Chinese characters by elastic matchingen_HK
dc.typeArticleen_HK
dc.identifier.emailLeung, CH:chleung@eee.hku.hken_HK
dc.identifier.emailCheung, YS:paul.cheung@hku.hken_HK
dc.identifier.authorityLeung, CH=rp00146en_HK
dc.identifier.authorityCheung, YS=rp00077en_HK
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.scopuseid_2-s2.0-0032299826en_HK
dc.identifier.hkuros45454en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-0032299826&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume16en_HK
dc.identifier.issue14en_HK
dc.identifier.spage979en_HK
dc.identifier.epage988en_HK
dc.publisher.placeNetherlandsen_HK
dc.identifier.scopusauthoridLeung, CH=7402612415en_HK
dc.identifier.scopusauthoridTam, WC=23095960900en_HK
dc.identifier.scopusauthoridCheung, YS=7202595335en_HK

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