Optical character recognition: Neural network analysis of hand-printed characters
Identifieur interne : 002328 ( Main/Merge ); précédent : 002327; suivant : 002329Optical character recognition: Neural network analysis of hand-printed characters
Auteurs : Adnan Amin [Australie] ; Sameer Singh [Royaume-Uni]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 1998.
Abstract
Abstract: The main objective of this paper is to introduce a novel method of feature extraction for character data and develop a neural network system for recognising different Latin characters. In this paper we describe feature extraction, neural network development for character recognition and perform further neural network analysis on noisy image segments to explain the qualitative aspects of handwriting.
Url:
DOI: 10.1007/BFb0033271
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: 002778
- to stream Istex, to step Curation: 002590
- to stream Istex, to step Checkpoint: 001715
Links to Exploration step
ISTEX:9EE919F1AFE69228A7389C633A2AA97911C10503Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct"><teiHeader><fileDesc><titleStmt><title xml:lang="en">Optical character recognition: Neural network analysis of hand-printed characters</title><author><name sortKey="Amin, Adnan" sort="Amin, Adnan" uniqKey="Amin A" first="Adnan" last="Amin">Adnan Amin</name></author><author><name sortKey="Singh, Sameer" sort="Singh, Sameer" uniqKey="Singh S" first="Sameer" last="Singh">Sameer Singh</name></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:9EE919F1AFE69228A7389C633A2AA97911C10503</idno><date when="1998" year="1998">1998</date><idno type="doi">10.1007/BFb0033271</idno><idno type="url">https://api.istex.fr/document/9EE919F1AFE69228A7389C633A2AA97911C10503/fulltext/pdf</idno><idno type="wicri:Area/Istex/Corpus">002778</idno><idno type="wicri:Area/Istex/Curation">002590</idno><idno type="wicri:Area/Istex/Checkpoint">001715</idno><idno type="wicri:doubleKey">0302-9743:1998:Amin A:optical:character:recognition</idno><idno type="wicri:Area/Main/Merge">002328</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Optical character recognition: Neural network analysis of hand-printed characters</title><author><name sortKey="Amin, Adnan" sort="Amin, Adnan" uniqKey="Amin A" first="Adnan" last="Amin">Adnan Amin</name><affiliation wicri:level="3"><country xml:lang="fr">Australie</country><wicri:regionArea>School of Computer Science and Engineering, University of New South Wales, 2052, Sydney</wicri:regionArea><placeName><settlement type="city">Sydney</settlement></placeName></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Australie</country></affiliation></author><author><name sortKey="Singh, Sameer" sort="Singh, Sameer" uniqKey="Singh S" first="Sameer" last="Singh">Sameer Singh</name><affiliation wicri:level="1"><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>School of Computing, University of Plymouth, PL4 8AA, Plymouth</wicri:regionArea><wicri:noRegion>Plymouth</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Royaume-Uni</country></affiliation></author></analytic><monogr></monogr><series><title level="s">Lecture Notes in Computer Science</title><imprint><date>1998</date></imprint><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series><idno type="istex">9EE919F1AFE69228A7389C633A2AA97911C10503</idno><idno type="DOI">10.1007/BFb0033271</idno><idno type="ChapterID">49</idno><idno type="ChapterID">Chap49</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 main objective of this paper is to introduce a novel method of feature extraction for character data and develop a neural network system for recognising different Latin characters. In this paper we describe feature extraction, neural network development for character recognition and perform further neural network analysis on noisy image segments to explain the qualitative aspects of handwriting.</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 002328 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Merge/biblio.hfd -nk 002328 | 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:9EE919F1AFE69228A7389C633A2AA97911C10503
|texte= Optical character recognition: Neural network analysis of hand-printed characters
}}
| This area was generated with Dilib version V0.6.32. |  |