Serveur d'exploration sur l'OCR

Attention, ce site est en cours de développement !
Attention, site généré par des moyens informatiques à partir de corpus bruts.
Les informations ne sont donc pas validées.

Neural network-based text location in color images

Identifieur interne : 001A31 ( Main/Exploration ); précédent : 001A30; suivant : 001A32

Neural network-based text location in color images

Auteurs : Keechul Jung [Corée du Sud]

Source :

RBID : ISTEX:D9842748AAD8B26A299A52ADA1B43F36FC03FFFC

Abstract

This paper proposes neural network-based text locations in complex color images. Texture information extracted on several color bands using neural networks is combined and corresponding text location algorithms are then developed. Text extraction filters can be automatically constructed using neural networks. Comparisons with other text location methods are presented; indicating that the proposed system has a better accuracy.

Url:
DOI: 10.1016/S0167-8655(01)00096-4


Affiliations:


Links toward previous steps (curation, corpus...)


Le document en format XML

<record>
<TEI wicri:istexFullTextTei="biblStruct">
<teiHeader>
<fileDesc>
<titleStmt>
<title>Neural network-based text location in color images</title>
<author>
<name sortKey="Jung, Keechul" sort="Jung, Keechul" uniqKey="Jung K" first="Keechul" last="Jung">Keechul Jung</name>
</author>
</titleStmt>
<publicationStmt>
<idno type="wicri:source">ISTEX</idno>
<idno type="RBID">ISTEX:D9842748AAD8B26A299A52ADA1B43F36FC03FFFC</idno>
<date when="2001" year="2001">2001</date>
<idno type="doi">10.1016/S0167-8655(01)00096-4</idno>
<idno type="url">https://api.istex.fr/document/D9842748AAD8B26A299A52ADA1B43F36FC03FFFC/fulltext/pdf</idno>
<idno type="wicri:Area/Istex/Corpus">000C24</idno>
<idno type="wicri:Area/Istex/Curation">000C07</idno>
<idno type="wicri:Area/Istex/Checkpoint">001085</idno>
<idno type="wicri:doubleKey">0167-8655:2001:Jung K:neural:network:based</idno>
<idno type="wicri:Area/Main/Merge">001B24</idno>
<idno type="wicri:Area/Main/Curation">001A31</idno>
<idno type="wicri:Area/Main/Exploration">001A31</idno>
</publicationStmt>
<sourceDesc>
<biblStruct>
<analytic>
<title level="a">Neural network-based text location in color images</title>
<author>
<name sortKey="Jung, Keechul" sort="Jung, Keechul" uniqKey="Jung K" first="Keechul" last="Jung">Keechul Jung</name>
<affiliation wicri:level="1">
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Computer Graphics Lab., School of Elect. and Comp. Eng., Sung Kyun Kwan University, Chunchun-dong, Jangan-gu, Suwon, Kyunggi-do 440-746</wicri:regionArea>
<wicri:noRegion>Kyunggi-do 440-746</wicri:noRegion>
</affiliation>
<affiliation wicri:level="1">
<country wicri:rule="url">Corée du Sud</country>
</affiliation>
</author>
</analytic>
<monogr></monogr>
<series>
<title level="j">Pattern Recognition Letters</title>
<title level="j" type="abbrev">PATREC</title>
<idno type="ISSN">0167-8655</idno>
<imprint>
<publisher>ELSEVIER</publisher>
<date type="published" when="2000">2000</date>
<biblScope unit="volume">22</biblScope>
<biblScope unit="issue">14</biblScope>
<biblScope unit="page" from="1503">1503</biblScope>
<biblScope unit="page" to="1515">1515</biblScope>
</imprint>
<idno type="ISSN">0167-8655</idno>
</series>
<idno type="istex">D9842748AAD8B26A299A52ADA1B43F36FC03FFFC</idno>
<idno type="DOI">10.1016/S0167-8655(01)00096-4</idno>
<idno type="PII">S0167-8655(01)00096-4</idno>
</biblStruct>
</sourceDesc>
<seriesStmt>
<idno type="ISSN">0167-8655</idno>
</seriesStmt>
</fileDesc>
<profileDesc>
<textClass></textClass>
<langUsage>
<language ident="en">en</language>
</langUsage>
</profileDesc>
</teiHeader>
<front>
<div type="abstract" xml:lang="en">This paper proposes neural network-based text locations in complex color images. Texture information extracted on several color bands using neural networks is combined and corresponding text location algorithms are then developed. Text extraction filters can be automatically constructed using neural networks. Comparisons with other text location methods are presented; indicating that the proposed system has a better accuracy.</div>
</front>
</TEI>
<affiliations>
<list>
<country>
<li>Corée du Sud</li>
</country>
</list>
<tree>
<country name="Corée du Sud">
<noRegion>
<name sortKey="Jung, Keechul" sort="Jung, Keechul" uniqKey="Jung K" first="Keechul" last="Jung">Keechul Jung</name>
</noRegion>
<name sortKey="Jung, Keechul" sort="Jung, Keechul" uniqKey="Jung K" first="Keechul" last="Jung">Keechul Jung</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 001A31 | SxmlIndent | more

Ou

HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 001A31 | 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:D9842748AAD8B26A299A52ADA1B43F36FC03FFFC
   |texte=   Neural network-based text location in color images
}}

Wicri

This area was generated with Dilib version V0.6.32.
Data generation: Sat Nov 11 16:53:45 2017. Site generation: Mon Mar 11 23:15:16 2024