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Conference Paper: A deformable elastic matching model for handwritten Chinesecharacter recognition

TitleA deformable elastic matching model for handwritten Chinesecharacter recognition
Authors
Jin, LWChan, KPXu, BZ
KeywordsElastic matching
deformation
handwritten Chinese character recognition
displacement vector
flexible template
Issue Date1995
PublisherIEEE.
Citation
The 1995 IEEE International Conference on Systems, Man, and Cybernetics Conference, Vancouver, BC., Canada, 22-25 Octoober 1995. In IEEE International Conference on Systems, Man, and Cybernetics. Conference Proceedings, 1995, v. 2, p. 1945-1949 How to Cite?
DOI: http://dx.doi.org/10.1109/ICSMC.1995.538061
AbstractThis paper describes a deformable elastic matching approach to handwritten Chinese character recognition (HCCR). Handwritten character is regarded as a kind of deformable object, with elastic property. For the same category of character, we assume that different handwriting variations share the same topological structure, but may differ in shape details. The variations between different handwriting characters are modelled by a set of stroke displacement vectors (SDV). According to the SDV derived, a model character is deformed gradually, in an effort to transform itself much closer to an input character. Experiments show that the proposed elastic matching model can efficiently deal with local shape changes and variations between characters.
DescriptionConference Theme: Intelligent Systems for the 21st Century
Persistent Identifierhttp://hdl.handle.net/10722/45566
ISSN
1062-922X
2020 SCImago Journal Rankings: 0.168
References
References in Scopus

 

DC FieldValueLanguage
dc.contributor.authorJin, LWen_HK
dc.contributor.authorChan, KPen_HK
dc.contributor.authorXu, BZen_HK
dc.date.accessioned2007-10-30T06:29:19Z-
dc.date.available2007-10-30T06:29:19Z-
dc.date.issued1995en_HK
dc.identifier.citationThe 1995 IEEE International Conference on Systems, Man, and Cybernetics Conference, Vancouver, BC., Canada, 22-25 Octoober 1995. In IEEE International Conference on Systems, Man, and Cybernetics. Conference Proceedings, 1995, v. 2, p. 1945-1949en_HK
dc.identifier.issn1062-922Xen_HK
dc.identifier.urihttp://hdl.handle.net/10722/45566-
dc.descriptionConference Theme: Intelligent Systems for the 21st Century-
dc.description.abstractThis paper describes a deformable elastic matching approach to handwritten Chinese character recognition (HCCR). Handwritten character is regarded as a kind of deformable object, with elastic property. For the same category of character, we assume that different handwriting variations share the same topological structure, but may differ in shape details. The variations between different handwriting characters are modelled by a set of stroke displacement vectors (SDV). According to the SDV derived, a model character is deformed gradually, in an effort to transform itself much closer to an input character. Experiments show that the proposed elastic matching model can efficiently deal with local shape changes and variations between characters.en_HK
dc.languageengen_HK
dc.publisherIEEE.en_HK
dc.relation.ispartofIEEE International Conference on Systems, Man, and Cybernetics Conference Proceedings-
dc.rights©1995 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.-
dc.subjectElastic matchingen_HK
dc.subjectdeformationen_HK
dc.subjecthandwritten Chinese character recognitionen_HK
dc.subjectdisplacement vectoren_HK
dc.subjectflexible templateen_HK
dc.titleA deformable elastic matching model for handwritten Chinesecharacter recognitionen_HK
dc.typeConference_Paperen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1062-922X&volume=2&spage=1945&epage=1949&date=1995&atitle=A+deformable+elastic+matching+model+for+handwritten+Chinesecharacter+recognitionen_HK
dc.identifier.emailChan, Kwokping:kpchan@cs.hku.hk-
dc.identifier.authorityChan, Kwokping=rp00092-
dc.description.naturepublished_or_final_versionen_HK
dc.identifier.doi10.1109/ICSMC.1995.538061en_HK
dc.identifier.scopuseid_2-s2.0-0029514357-
dc.identifier.hkuros14160-
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-0029514357&selection=ref&src=s&origin=recordpage-
dc.identifier.volume2-
dc.identifier.spage1945-
dc.identifier.epage1949-
dc.identifier.scopusauthoridJin, Lianwen=7403329268-
dc.identifier.scopusauthoridChan, Kwokping=7406032820-
dc.identifier.scopusauthoridXu, Bingzheng=7404588354-
dc.customcontrol.immutablesml 151016 - merged-
dc.identifier.issnl1062-922X-

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