Recognition of handwritten Chinese characters by elastic matching
Identifieur interne : 002105 ( Main/Exploration ); précédent : 002104; suivant : 002106Recognition of handwritten Chinese characters by elastic matching
Auteurs : C. H. Leung [Hong Kong] ; W. C. Tam [Hong Kong] ; Y. S. Cheung [Hong Kong]Source :
- Image and Vision Computing [ 0262-8856 ] ; 1997.
Abstract
A 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.
Url:
DOI: 10.1016/S0262-8856(98)00063-8
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: 002C73
- to stream Istex, to step Curation: 002A52
- to stream Istex, to step Checkpoint: 001609
- to stream Main, to step Merge: 002222
- to stream Main, to step Curation: 002105
Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct"><teiHeader><fileDesc><titleStmt><title>Recognition of handwritten Chinese characters by elastic matching</title>
<author><name sortKey="Leung, C H" sort="Leung, C H" uniqKey="Leung C" first="C. H." last="Leung">C. H. Leung</name>
</author>
<author><name sortKey="Tam, W C" sort="Tam, W C" uniqKey="Tam W" first="W. C." last="Tam">W. C. Tam</name>
</author>
<author><name sortKey="Cheung, Y S" sort="Cheung, Y S" uniqKey="Cheung Y" first="Y. S." last="Cheung">Y. S. Cheung</name>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">ISTEX</idno>
<idno type="RBID">ISTEX:D47F8571A736B83D5DFE657E8DB6920E5D53E60D</idno>
<date when="1998" year="1998">1998</date>
<idno type="doi">10.1016/S0262-8856(98)00063-8</idno>
<idno type="url">https://api.istex.fr/document/D47F8571A736B83D5DFE657E8DB6920E5D53E60D/fulltext/pdf</idno>
<idno type="wicri:Area/Istex/Corpus">002C73</idno>
<idno type="wicri:Area/Istex/Curation">002A52</idno>
<idno type="wicri:Area/Istex/Checkpoint">001609</idno>
<idno type="wicri:doubleKey">0262-8856:1998:Leung C:recognition:of:handwritten</idno>
<idno type="wicri:Area/Main/Merge">002222</idno>
<idno type="wicri:Area/Main/Curation">002105</idno>
<idno type="wicri:Area/Main/Exploration">002105</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title level="a">Recognition of handwritten Chinese characters by elastic matching</title>
<author><name sortKey="Leung, C H" sort="Leung, C H" uniqKey="Leung C" first="C. H." last="Leung">C. H. Leung</name>
<affiliation wicri:level="1"><country xml:lang="fr">Hong Kong</country>
<wicri:regionArea>Dept. of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam</wicri:regionArea>
<wicri:noRegion>Pokfulam</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Tam, W C" sort="Tam, W C" uniqKey="Tam W" first="W. C." last="Tam">W. C. Tam</name>
<affiliation wicri:level="1"><country xml:lang="fr">Hong Kong</country>
<wicri:regionArea>Dept. of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam</wicri:regionArea>
<wicri:noRegion>Pokfulam</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Cheung, Y S" sort="Cheung, Y S" uniqKey="Cheung Y" first="Y. S." last="Cheung">Y. S. Cheung</name>
<affiliation wicri:level="1"><country xml:lang="fr">Hong Kong</country>
<wicri:regionArea>Dept. of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam</wicri:regionArea>
<wicri:noRegion>Pokfulam</wicri:noRegion>
</affiliation>
</author>
</analytic>
<monogr></monogr>
<series><title level="j">Image and Vision Computing</title>
<title level="j" type="abbrev">IMAVIS</title>
<idno type="ISSN">0262-8856</idno>
<imprint><publisher>ELSEVIER</publisher>
<date type="published" when="1997">1997</date>
<biblScope unit="volume">16</biblScope>
<biblScope unit="issue">14</biblScope>
<biblScope unit="page" from="979">979</biblScope>
<biblScope unit="page" to="988">988</biblScope>
</imprint>
<idno type="ISSN">0262-8856</idno>
</series>
<idno type="istex">D47F8571A736B83D5DFE657E8DB6920E5D53E60D</idno>
<idno type="DOI">10.1016/S0262-8856(98)00063-8</idno>
<idno type="PII">S0262-8856(98)00063-8</idno>
</biblStruct>
</sourceDesc>
<seriesStmt><idno type="ISSN">0262-8856</idno>
</seriesStmt>
</fileDesc>
<profileDesc><textClass></textClass>
<langUsage><language ident="en">en</language>
</langUsage>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en">A 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.</div>
</front>
</TEI>
<affiliations><list><country><li>Hong Kong</li>
</country>
</list>
<tree><country name="Hong Kong"><noRegion><name sortKey="Leung, C H" sort="Leung, C H" uniqKey="Leung C" first="C. H." last="Leung">C. H. Leung</name>
</noRegion>
<name sortKey="Cheung, Y S" sort="Cheung, Y S" uniqKey="Cheung Y" first="Y. S." last="Cheung">Y. S. Cheung</name>
<name sortKey="Tam, W C" sort="Tam, W C" uniqKey="Tam W" first="W. C." last="Tam">W. C. Tam</name>
</country>
</tree>
</affiliations>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/OcrV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 002105 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 002105 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Ticri/CIDE |area= OcrV1 |flux= Main |étape= Exploration |type= RBID |clé= ISTEX:D47F8571A736B83D5DFE657E8DB6920E5D53E60D |texte= Recognition of handwritten Chinese characters by elastic matching }}
This area was generated with Dilib version V0.6.32. |