InforLorV4, Hal, Corpus, bibRecord, 000523

A System for Bangla Handwritten Numeral Recognition

Identifieur interne : 000523 ( Hal/Corpus ); précédent : 000522; suivant : 000524

A System for Bangla Handwritten Numeral Recognition

Auteurs : Umapada Pal ; Chaudhuri Bidyut B. ; Abdel Belaïd

Source :

RBID : Hal:inria-00110973

English descriptors

mix :
- Bangla numeral, Handwritten segmentation, Indian Script, handwritten recognition.

Abstract

This paper deals with a recognition system for unconstrained off-line Bangla handwritten numerals. To take care of variability involved in the writing style of different individuals, a robust scheme is presented here. The scheme is mainly based on new features obtained from the concept of water overflow from the reservoir as well as topological and structural features of the numerals. The proposed scheme is tested on data collected from different individuals of various background and we obtained an overall recognition accuracy of about 92.8% from 12000 data.

Url:

https://hal.inria.fr/inria-00110973

Links to Exploration step

Hal:inria-00110973

Le document en format XML

<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">A System for Bangla Handwritten Numeral Recognition</title>
<author><name sortKey="Pal, Umapada" sort="Pal, Umapada" uniqKey="Pal U" first="Umapada" last="Pal">Umapada Pal</name>
<affiliation><hal:affiliation type="laboratory" xml:id="struct-7209" status="VALID"><orgName>Computer Vision and Pattern Recognition Unit</orgName>
<orgName type="acronym">CVPR</orgName>
<desc><address><country key="IN"></country>
</address>
</desc>
<listRelation><relation active="#struct-365071" type="direct"></relation>
</listRelation>
<tutelles><tutelle active="#struct-365071" type="direct"><org type="institution" xml:id="struct-365071" status="INCOMING"><orgName>INDIAN STATISTICAL INSTITUTE</orgName>
<desc><address><country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
</tutelles>
</hal:affiliation>
</affiliation>
</author>
<author><name sortKey="Bidyut B, Chaudhuri" sort="Bidyut B, Chaudhuri" uniqKey="Bidyut B C" first="Chaudhuri" last="Bidyut B.">Chaudhuri Bidyut B.</name>
<affiliation><hal:affiliation type="laboratory" xml:id="struct-23887" status="INCOMING"><orgName>Computer Vision and Pattern Recognition</orgName>
<desc><address><country key="IN"></country>
</address>
</desc>
<listRelation><relation active="#struct-365071" type="direct"></relation>
</listRelation>
<tutelles><tutelle active="#struct-365071" type="direct"><org type="institution" xml:id="struct-365071" status="INCOMING"><orgName>INDIAN STATISTICAL INSTITUTE</orgName>
<desc><address><country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
</tutelles>
</hal:affiliation>
</affiliation>
</author>
<author><name sortKey="Belaid, Abdel" sort="Belaid, Abdel" uniqKey="Belaid A" first="Abdel" last="Belaïd">Abdel Belaïd</name>
<affiliation><hal:affiliation type="researchteam" xml:id="struct-2362" status="OLD"><orgName>READ</orgName>
<orgName type="acronym">READ</orgName>
<desc><address><country key="FR"></country>
</address>
</desc>
<listRelation><relation active="#struct-160" type="direct"></relation>
<relation name="UMR7503" active="#struct-441569" type="indirect"></relation>
<relation active="#struct-300009" type="indirect"></relation>
<relation active="#struct-300291" type="indirect"></relation>
<relation active="#struct-300292" type="indirect"></relation>
<relation active="#struct-300293" type="indirect"></relation>
</listRelation>
<tutelles><tutelle active="#struct-160" type="direct"><org type="laboratory" xml:id="struct-160" status="OLD"><orgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications</orgName>
<orgName type="acronym">LORIA</orgName>
<desc><address><addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine>
<country key="FR"></country>
</address>
<ref type="url">http://www.loria.fr</ref>
</desc>
<listRelation><relation name="UMR7503" active="#struct-441569" type="direct"></relation>
<relation active="#struct-300009" type="direct"></relation>
<relation active="#struct-300291" type="direct"></relation>
<relation active="#struct-300292" type="direct"></relation>
<relation active="#struct-300293" type="direct"></relation>
</listRelation>
</org>
</tutelle>
<tutelle name="UMR7503" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno>
<idno type="IdRef">02636817X</idno>
<orgName>Centre National de la Recherche Scientifique</orgName>
<orgName type="acronym">CNRS</orgName>
<date type="start">1939-10-19</date>
<desc><address><country key="FR"></country>
</address>
<ref type="url">http://www.cnrs.fr/</ref>
</desc>
</org>
</tutelle>
<tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
<orgName type="acronym">Inria</orgName>
<desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
<country key="FR"></country>
</address>
<ref type="url">http://www.inria.fr/en/</ref>
</desc>
</org>
</tutelle>
<tutelle active="#struct-300291" type="indirect"><org type="institution" xml:id="struct-300291" status="OLD"><orgName>Université Henri Poincaré - Nancy 1</orgName>
<orgName type="acronym">UHP</orgName>
<date type="end">2011-12-31</date>
<desc><address><addrLine>24-30 rue Lionnois, BP 60120, 54 003 NANCY cedex, France</addrLine>
<country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
<tutelle active="#struct-300292" type="indirect"><org type="institution" xml:id="struct-300292" status="OLD"><orgName>Université Nancy 2</orgName>
<date type="end">2011-12-31</date>
<desc><address><addrLine>91 avenue de la Libération, BP 454, 54001 Nancy cedex</addrLine>
<country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
<tutelle active="#struct-300293" type="indirect"><org type="institution" xml:id="struct-300293" status="OLD"><orgName>Institut National Polytechnique de Lorraine</orgName>
<orgName type="acronym">INPL</orgName>
<date type="end">2011-12-31</date>
<desc><address><country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
</tutelles>
</hal:affiliation>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">HAL</idno>
<idno type="RBID">Hal:inria-00110973</idno>
<idno type="halId">inria-00110973</idno>
<idno type="halUri">https://hal.inria.fr/inria-00110973</idno>
<idno type="url">https://hal.inria.fr/inria-00110973</idno>
<date when="2006">2006</date>
<idno type="wicri:Area/Hal/Corpus">000523</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en">A System for Bangla Handwritten Numeral Recognition</title>
<author><name sortKey="Pal, Umapada" sort="Pal, Umapada" uniqKey="Pal U" first="Umapada" last="Pal">Umapada Pal</name>
<affiliation><hal:affiliation type="laboratory" xml:id="struct-7209" status="VALID"><orgName>Computer Vision and Pattern Recognition Unit</orgName>
<orgName type="acronym">CVPR</orgName>
<desc><address><country key="IN"></country>
</address>
</desc>
<listRelation><relation active="#struct-365071" type="direct"></relation>
</listRelation>
<tutelles><tutelle active="#struct-365071" type="direct"><org type="institution" xml:id="struct-365071" status="INCOMING"><orgName>INDIAN STATISTICAL INSTITUTE</orgName>
<desc><address><country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
</tutelles>
</hal:affiliation>
</affiliation>
</author>
<author><name sortKey="Bidyut B, Chaudhuri" sort="Bidyut B, Chaudhuri" uniqKey="Bidyut B C" first="Chaudhuri" last="Bidyut B.">Chaudhuri Bidyut B.</name>
<affiliation><hal:affiliation type="laboratory" xml:id="struct-23887" status="INCOMING"><orgName>Computer Vision and Pattern Recognition</orgName>
<desc><address><country key="IN"></country>
</address>
</desc>
<listRelation><relation active="#struct-365071" type="direct"></relation>
</listRelation>
<tutelles><tutelle active="#struct-365071" type="direct"><org type="institution" xml:id="struct-365071" status="INCOMING"><orgName>INDIAN STATISTICAL INSTITUTE</orgName>
<desc><address><country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
</tutelles>
</hal:affiliation>
</affiliation>
</author>
<author><name sortKey="Belaid, Abdel" sort="Belaid, Abdel" uniqKey="Belaid A" first="Abdel" last="Belaïd">Abdel Belaïd</name>
<affiliation><hal:affiliation type="researchteam" xml:id="struct-2362" status="OLD"><orgName>READ</orgName>
<orgName type="acronym">READ</orgName>
<desc><address><country key="FR"></country>
</address>
</desc>
<listRelation><relation active="#struct-160" type="direct"></relation>
<relation name="UMR7503" active="#struct-441569" type="indirect"></relation>
<relation active="#struct-300009" type="indirect"></relation>
<relation active="#struct-300291" type="indirect"></relation>
<relation active="#struct-300292" type="indirect"></relation>
<relation active="#struct-300293" type="indirect"></relation>
</listRelation>
<tutelles><tutelle active="#struct-160" type="direct"><org type="laboratory" xml:id="struct-160" status="OLD"><orgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications</orgName>
<orgName type="acronym">LORIA</orgName>
<desc><address><addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine>
<country key="FR"></country>
</address>
<ref type="url">http://www.loria.fr</ref>
</desc>
<listRelation><relation name="UMR7503" active="#struct-441569" type="direct"></relation>
<relation active="#struct-300009" type="direct"></relation>
<relation active="#struct-300291" type="direct"></relation>
<relation active="#struct-300292" type="direct"></relation>
<relation active="#struct-300293" type="direct"></relation>
</listRelation>
</org>
</tutelle>
<tutelle name="UMR7503" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno>
<idno type="IdRef">02636817X</idno>
<orgName>Centre National de la Recherche Scientifique</orgName>
<orgName type="acronym">CNRS</orgName>
<date type="start">1939-10-19</date>
<desc><address><country key="FR"></country>
</address>
<ref type="url">http://www.cnrs.fr/</ref>
</desc>
</org>
</tutelle>
<tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
<orgName type="acronym">Inria</orgName>
<desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
<country key="FR"></country>
</address>
<ref type="url">http://www.inria.fr/en/</ref>
</desc>
</org>
</tutelle>
<tutelle active="#struct-300291" type="indirect"><org type="institution" xml:id="struct-300291" status="OLD"><orgName>Université Henri Poincaré - Nancy 1</orgName>
<orgName type="acronym">UHP</orgName>
<date type="end">2011-12-31</date>
<desc><address><addrLine>24-30 rue Lionnois, BP 60120, 54 003 NANCY cedex, France</addrLine>
<country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
<tutelle active="#struct-300292" type="indirect"><org type="institution" xml:id="struct-300292" status="OLD"><orgName>Université Nancy 2</orgName>
<date type="end">2011-12-31</date>
<desc><address><addrLine>91 avenue de la Libération, BP 454, 54001 Nancy cedex</addrLine>
<country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
<tutelle active="#struct-300293" type="indirect"><org type="institution" xml:id="struct-300293" status="OLD"><orgName>Institut National Polytechnique de Lorraine</orgName>
<orgName type="acronym">INPL</orgName>
<date type="end">2011-12-31</date>
<desc><address><country key="FR"></country>
</address>
</desc>
</org>
</tutelle>
</tutelles>
</hal:affiliation>
</affiliation>
</author>
</analytic>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>Bangla numeral</term>
<term>Handwritten segmentation</term>
<term>Indian Script</term>
<term>handwritten recognition</term>
</keywords>
</textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en">This paper deals with a recognition system for unconstrained off-line Bangla handwritten numerals. To take care of variability involved in the writing style of different individuals, a robust scheme is presented here. The scheme is mainly based on new features obtained from the concept of water overflow from the reservoir as well as topological and structural features of the numerals. The proposed scheme is tested on data collected from different individuals of various background and we obtained an overall recognition accuracy of about 92.8% from 12000 data.</div>
</front>
</TEI>
<hal api="V3"><titleStmt><title xml:lang="en">A System for Bangla Handwritten Numeral Recognition</title>
<author role="aut"><persName><forename type="first">Umapada</forename>
<surname>Pal</surname>
</persName>
<email></email>
<idno type="halauthor">131547</idno>
<orgName ref="#struct-365071"></orgName>
<affiliation ref="#struct-7209"></affiliation>
</author>
<author role="aut"><persName><forename type="first">Chaudhuri</forename>
<surname>Bidyut B.</surname>
</persName>
<email></email>
<idno type="halauthor">142310</idno>
<orgName ref="#struct-365071"></orgName>
<affiliation ref="#struct-23887"></affiliation>
</author>
<author role="aut"><persName><forename type="first">Abdel</forename>
<surname>Belaïd</surname>
</persName>
<email></email>
<idno type="halauthor">59672</idno>
<orgName ref="#struct-300292"></orgName>
<affiliation ref="#struct-2362"></affiliation>
</author>
<editor role="depositor"><persName><forename>Abdel</forename>
<surname>Belaid</surname>
</persName>
<email>abelaid@loria.fr</email>
</editor>
<funder>CEFIPRA</funder>
</titleStmt>
<editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2006-11-02 17:50:32</date>
<date type="whenWritten">2006</date>
<date type="whenModified">2016-05-19 01:05:40</date>
<date type="whenReleased">2006-11-03 09:06:56</date>
<date type="whenProduced">2006</date>
<date type="whenEndEmbargoed">2006-11-02</date>
<ref type="file" target="https://hal.inria.fr/inria-00110973/document"><date notBefore="2006-11-02"></date>
</ref>
<ref type="file" n="1" target="https://hal.inria.fr/inria-00110973/file/kbcs-cam-final.pdf"><date notBefore="2006-11-02"></date>
</ref>
</edition>
<respStmt><resp>contributor</resp>
<name key="113588"><persName><forename>Abdel</forename>
<surname>Belaid</surname>
</persName>
<email>abelaid@loria.fr</email>
</name>
</respStmt>
</editionStmt>
<publicationStmt><distributor>CCSD</distributor>
<idno type="halId">inria-00110973</idno>
<idno type="halUri">https://hal.inria.fr/inria-00110973</idno>
<idno type="halBibtex">pal:inria-00110973</idno>
<idno type="halRefHtml">IETE Journal of Research, Institution of Electronics and Telecommunication Engineers, CDRAP Sharma, IN, 2006, 52 (1), pp.27-34</idno>
<idno type="halRef">IETE Journal of Research, Institution of Electronics and Telecommunication Engineers, CDRAP Sharma, IN, 2006, 52 (1), pp.27-34</idno>
</publicationStmt>
<seriesStmt><idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
<idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
<idno type="stamp" n="LORIA2">Publications du LORIA</idno>
<idno type="stamp" n="LABO-LORIA-SET" p="LORIA">LABO-LORIA-SET</idno>
<idno type="stamp" n="LORIA">LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications</idno>
<idno type="stamp" n="LORIA-TALC" p="LORIA">Traitement automatique des langues et des connaissances</idno>
<idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno>
<idno type="stamp" n="INPL">Institut National Polytechnique de Lorraine</idno>
</seriesStmt>
<notesStmt><note type="audience" n="2">International</note>
<note type="popular" n="0">No</note>
<note type="peer" n="1">Yes</note>
</notesStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en">A System for Bangla Handwritten Numeral Recognition</title>
<author role="aut"><persName><forename type="first">Umapada</forename>
<surname>Pal</surname>
</persName>
<idno type="halAuthorId">131547</idno>
<orgName ref="#struct-365071"></orgName>
<affiliation ref="#struct-7209"></affiliation>
</author>
<author role="aut"><persName><forename type="first">Chaudhuri</forename>
<surname>Bidyut B.</surname>
</persName>
<idno type="halAuthorId">142310</idno>
<orgName ref="#struct-365071"></orgName>
<affiliation ref="#struct-23887"></affiliation>
</author>
<author role="aut"><persName><forename type="first">Abdel</forename>
<surname>Belaïd</surname>
</persName>
<idno type="halAuthorId">59672</idno>
<orgName ref="#struct-300292"></orgName>
<affiliation ref="#struct-2362"></affiliation>
</author>
</analytic>
<monogr><idno type="halJournalId" status="INCOMING">37776</idno>
<title level="j">IETE Journal of Research</title>
<imprint><publisher>Institution of Electronics and Telecommunication Engineers, CDRAP Sharma, IN</publisher>
<biblScope unit="volume">52</biblScope>
<biblScope unit="issue">1</biblScope>
<biblScope unit="pp">27-34</biblScope>
<date type="datePub">2006</date>
</imprint>
</monogr>
</biblStruct>
</sourceDesc>
<profileDesc><langUsage><language ident="en">English</language>
</langUsage>
<textClass><keywords scheme="author"><term xml:lang="en">Handwritten segmentation</term>
<term xml:lang="en">handwritten recognition</term>
<term xml:lang="en">Bangla numeral</term>
<term xml:lang="en">Indian Script</term>
</keywords>
<classCode scheme="classification">Document Image Analysis, Handwriting recognition</classCode>
<classCode scheme="acm" n="J"></classCode>
<classCode scheme="halDomain" n="info.info-tt">Computer Science [cs]/Document and Text Processing</classCode>
<classCode scheme="halTypology" n="ART">Journal articles</classCode>
</textClass>
<abstract xml:lang="en">This paper deals with a recognition system for unconstrained off-line Bangla handwritten numerals. To take care of variability involved in the writing style of different individuals, a robust scheme is presented here. The scheme is mainly based on new features obtained from the concept of water overflow from the reservoir as well as topological and structural features of the numerals. The proposed scheme is tested on data collected from different individuals of various background and we obtained an overall recognition accuracy of about 92.8% from 12000 data.</abstract>
</profileDesc>
</hal>
</record>

Pour manipuler ce document sous Unix (Dilib)

EXPLOR_STEP=$WICRI_ROOT/Wicri/Lorraine/explor/InforLorV4/Data/Hal/Corpus

HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000523 | SxmlIndent | more

HfdSelect -h $EXPLOR_AREA/Data/Hal/Corpus/biblio.hfd -nk 000523 | SxmlIndent | more

Pour mettre un lien sur cette page dans le réseau Wicri

{{Explor lien
   |wiki=    Wicri/Lorraine
   |area=    InforLorV4
   |flux=    Hal
   |étape=   Corpus
   |type=    RBID
   |clé=     Hal:inria-00110973
   |texte=   A System for Bangla Handwritten Numeral Recognition
}}

This area was generated with Dilib version V0.6.33.
Data generation: Mon Jun 10 21:56:28 2019. Site generation: Fri Feb 25 15:29:27 2022

	Serveur d'exploration sur la recherche en informatique en Lorraine
	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.

Serveur d'exploration sur la recherche en informatique en Lorraine

A System for Bangla Handwritten Numeral Recognition

A System for Bangla Handwritten Numeral Recognition

Source :

English descriptors

Abstract

Links to Exploration step

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

Pour mettre un lien sur cette page dans le réseau Wicri