Offline Recognition of Syntax-Constrained Cursive Handwritten Text
Identifieur interne : 001E32 ( Main/Merge ); précédent : 001E31; suivant : 001E33Offline Recognition of Syntax-Constrained Cursive Handwritten Text
Auteurs : J. González [Espagne] ; I. Salvador [Espagne] ; H. Toselli [Espagne] ; A. Juan [Espagne] ; E. Vidal [Espagne] ; F. Casacuberta [Espagne]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2000.
Abstract
Abstract: The problem of continuous handwritten text (CHT) recognition using standard continuous speech recognition technology is considered. Main advantages of this approach are a) system development is completely based on well understood training techniques and b) no segmentation of sentence or line images into characters or words is required, neither in the training nor in the recognition phases. Many recent papers address this problem in a similar way. Our work aims at contributing to this trend in two main aspects: i) We focus on the recognition of individual, isolated characters using the very same technology as for CHT recognition in order to tune essential representation parameters. The results are themselves interesting since they are comparable with state-of-the-art results on the same standard OCR database. And ii) all the work (except for the image processing and feature extraction steps) is strictly based on a well known and widely available standard toolkit for continuous speech recognition.
Url:
DOI: 10.1007/3-540-44522-6_15
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: 000814
- to stream Istex, to step Curation: 000805
- to stream Istex, to step Checkpoint: 001335
Links to Exploration step
ISTEX:70A7EAF4C79B9AE4AB172D7FC24EA61FDFDD69B0Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct"><teiHeader><fileDesc><titleStmt><title xml:lang="en">Offline Recognition of Syntax-Constrained Cursive Handwritten Text</title><author><name sortKey="Gonzalez, J" sort="Gonzalez, J" uniqKey="Gonzalez J" first="J." last="González">J. González</name></author><author><name sortKey="Salvador, I" sort="Salvador, I" uniqKey="Salvador I" first="I." last="Salvador">I. Salvador</name></author><author><name sortKey="Toselli, H" sort="Toselli, H" uniqKey="Toselli H" first="H." last="Toselli">H. Toselli</name></author><author><name sortKey="Juan, A" sort="Juan, A" uniqKey="Juan A" first="A." last="Juan">A. Juan</name></author><author><name sortKey="Vidal, E" sort="Vidal, E" uniqKey="Vidal E" first="E." last="Vidal">E. Vidal</name></author><author><name sortKey="Casacuberta, F" sort="Casacuberta, F" uniqKey="Casacuberta F" first="F." last="Casacuberta">F. Casacuberta</name></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:70A7EAF4C79B9AE4AB172D7FC24EA61FDFDD69B0</idno><date when="2000" year="2000">2000</date><idno type="doi">10.1007/3-540-44522-6_15</idno><idno type="url">https://api.istex.fr/document/70A7EAF4C79B9AE4AB172D7FC24EA61FDFDD69B0/fulltext/pdf</idno><idno type="wicri:Area/Istex/Corpus">000814</idno><idno type="wicri:Area/Istex/Curation">000805</idno><idno type="wicri:Area/Istex/Checkpoint">001335</idno><idno type="wicri:doubleKey">0302-9743:2000:Gonzalez J:offline:recognition:of</idno><idno type="wicri:Area/Main/Merge">001E32</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Offline Recognition of Syntax-Constrained Cursive Handwritten Text</title><author><name sortKey="Gonzalez, J" sort="Gonzalez, J" uniqKey="Gonzalez J" first="J." last="González">J. González</name><affiliation wicri:level="1"><country xml:lang="fr">Espagne</country><wicri:regionArea>Instituto Tecnológico de Informática, Universidad Politécnica de Valencia, Camino de Vera s/n, 46071, Valencia</wicri:regionArea><wicri:noRegion>Valencia</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Espagne</country></affiliation></author><author><name sortKey="Salvador, I" sort="Salvador, I" uniqKey="Salvador I" first="I." last="Salvador">I. Salvador</name><affiliation wicri:level="1"><country xml:lang="fr">Espagne</country><wicri:regionArea>Instituto Tecnológico de Informática, Universidad Politécnica de Valencia, Camino de Vera s/n, 46071, Valencia</wicri:regionArea><wicri:noRegion>Valencia</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Espagne</country></affiliation></author><author><name sortKey="Toselli, H" sort="Toselli, H" uniqKey="Toselli H" first="H." last="Toselli">H. Toselli</name><affiliation wicri:level="1"><country xml:lang="fr">Espagne</country><wicri:regionArea>Instituto Tecnológico de Informática, Universidad Politécnica de Valencia, Camino de Vera s/n, 46071, Valencia</wicri:regionArea><wicri:noRegion>Valencia</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Espagne</country></affiliation></author><author><name sortKey="Juan, A" sort="Juan, A" uniqKey="Juan A" first="A." last="Juan">A. Juan</name><affiliation wicri:level="1"><country xml:lang="fr">Espagne</country><wicri:regionArea>Instituto Tecnológico de Informática, Universidad Politécnica de Valencia, Camino de Vera s/n, 46071, Valencia</wicri:regionArea><wicri:noRegion>Valencia</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Espagne</country></affiliation></author><author><name sortKey="Vidal, E" sort="Vidal, E" uniqKey="Vidal E" first="E." last="Vidal">E. Vidal</name><affiliation wicri:level="1"><country xml:lang="fr">Espagne</country><wicri:regionArea>Instituto Tecnológico de Informática, Universidad Politécnica de Valencia, Camino de Vera s/n, 46071, Valencia</wicri:regionArea><wicri:noRegion>Valencia</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Espagne</country></affiliation></author><author><name sortKey="Casacuberta, F" sort="Casacuberta, F" uniqKey="Casacuberta F" first="F." last="Casacuberta">F. Casacuberta</name><affiliation wicri:level="1"><country xml:lang="fr">Espagne</country><wicri:regionArea>Instituto Tecnológico de Informática, Universidad Politécnica de Valencia, Camino de Vera s/n, 46071, Valencia</wicri:regionArea><wicri:noRegion>Valencia</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Espagne</country></affiliation></author></analytic><monogr></monogr><series><title level="s">Lecture Notes in Computer Science</title><imprint><date>2000</date></imprint><idno type="ISSN">0302-9743</idno><idno type="ISSN">0302-9743</idno></series><idno type="istex">70A7EAF4C79B9AE4AB172D7FC24EA61FDFDD69B0</idno><idno type="DOI">10.1007/3-540-44522-6_15</idno><idno type="ChapterID">15</idno><idno type="ChapterID">Chap15</idno></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass><langUsage><language ident="en">en</language></langUsage></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: The problem of continuous handwritten text (CHT) recognition using standard continuous speech recognition technology is considered. Main advantages of this approach are a) system development is completely based on well understood training techniques and b) no segmentation of sentence or line images into characters or words is required, neither in the training nor in the recognition phases. Many recent papers address this problem in a similar way. Our work aims at contributing to this trend in two main aspects: i) We focus on the recognition of individual, isolated characters using the very same technology as for CHT recognition in order to tune essential representation parameters. The results are themselves interesting since they are comparable with state-of-the-art results on the same standard OCR database. And ii) all the work (except for the image processing and feature extraction steps) is strictly based on a well known and widely available standard toolkit for continuous speech recognition.</div></front></TEI></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/OcrV1/Data/Main/Merge
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 001E32 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Merge/biblio.hfd -nk 001E32 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Ticri/CIDE
|area= OcrV1
|flux= Main
|étape= Merge
|type= RBID
|clé= ISTEX:70A7EAF4C79B9AE4AB172D7FC24EA61FDFDD69B0
|texte= Offline Recognition of Syntax-Constrained Cursive Handwritten Text
}}
| This area was generated with Dilib version V0.6.32. |  |