Apport d'informations textuelles pour l'extraction de structures de documents manuscrits
Identifieur interne : 000406 ( Hal/Corpus ); précédent : 000405; suivant : 000407Apport d'informations textuelles pour l'extraction de structures de documents manuscrits
Auteurs : Florent Montreuil ; Emmanuèle Grosicki ; Stéphane Nicolas ; Laurent HeutteSource :
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Abstract
RÉSUMÉ. Cet article décrit une nouvelle approche utilisant des Champs Aléatoires Conditionnels (CACs) pour extraire la mise en page de documents manuscrits non contraints. De bons résultats ont été obtenus montrant la capacité des approches CACs à extraire la mise en page d'un document complexe. On se propose dans cet article d'étudier l'apport d'une information textuelle dans la modélisation. On compare cette nouvelle approche avec les approches classiques utilisant des informations graphiques et spatiales. ABSTRACT. The paper describes a new approach using Conditional Random Fields (CRFs) to extract layouts in unconstrained handwritten documents. Good results have been reported, showing the capacity of our approach to extract layout on a complex document. We propose in this paper to study the contribution of a textual information in this modelisation. We compare this new approach with classical approach using graphicical and spatial informations
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76821 Mont-Saint-Aignan</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-rouen.fr/</ref></desc></org></tutelle><tutelle active="#struct-301288" type="indirect"><org type="department" xml:id="struct-301288" status="VALID"><orgName>Institut National des Sciences Appliquées - Rouen</orgName><orgName type="acronym">INSA Rouen</orgName><desc><address><country key="FR"></country></address></desc><listRelation><relation active="#struct-301232" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-301232" type="indirect"><org type="institution" xml:id="struct-301232" status="VALID"><orgName>Institut National des Sciences Appliquées</orgName><orgName type="acronym">INSA</orgName><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="fr"><term>Champs Aléatoires Conditionnels</term><term>Informations textuelles</term><term>Programmation Dynamique 2D</term><term>Structuration de documents manuscrits</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="fr">RÉSUMÉ. Cet article décrit une nouvelle approche utilisant des Champs Aléatoires Conditionnels (CACs) pour extraire la mise en page de documents manuscrits non contraints. De bons résultats ont été obtenus montrant la capacité des approches CACs à extraire la mise en page d'un document complexe. On se propose dans cet article d'étudier l'apport d'une information textuelle dans la modélisation. On compare cette nouvelle approche avec les approches classiques utilisant des informations graphiques et spatiales. ABSTRACT. The paper describes a new approach using Conditional Random Fields (CRFs) to extract layouts in unconstrained handwritten documents. Good results have been reported, showing the capacity of our approach to extract layout on a complex document. We propose in this paper to study the contribution of a textual information in this modelisation. We compare this new approach with classical approach using graphicical and spatial informations</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="fr">Apport d'informations textuelles pour l'extraction de structures de documents manuscrits</title><author role="aut"><persName><forename type="first">Florent</forename><surname>Montreuil</surname></persName><email>Florent.Montreuil@etca.Fr</email><idno type="halauthor">498022</idno><affiliation ref="#struct-23832"></affiliation><affiliation ref="#struct-14084"></affiliation></author><author role="aut"><persName><forename type="first">Emmanuèle</forename><surname>Grosicki</surname></persName><email>emmanuele.grosicki@etca.fr</email><idno type="halauthor">498023</idno><affiliation ref="#struct-14084"></affiliation></author><author role="aut"><persName><forename type="first">Stéphane</forename><surname>Nicolas</surname></persName><email>Stephane.Nicolas@univ-rouen.fr</email><idno type="halauthor">136089</idno><affiliation ref="#struct-389520"></affiliation></author><author role="aut"><persName><forename type="first">Laurent</forename><surname>Heutte</surname></persName><email>laurent.heutte@univ-rouen.fr</email><idno type="halauthor">134992</idno><affiliation ref="#struct-389520"></affiliation></author><editor role="depositor"><persName><forename>Stéphane</forename><surname>Nicolas</surname></persName><email>stephane.nicolas@univ-rouen.fr</email></editor></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2010-06-01 17:41:58</date><date type="whenWritten">2009-12</date><date type="whenModified">2014-10-28 17:58:31</date><date type="whenReleased">2010-06-01 21:07:32</date><date type="whenProduced">2010-03-18</date><date type="whenEndEmbargoed">2010-06-01</date><ref type="file" target="https://hal.archives-ouvertes.fr/hal-00488342/document"><date notBefore="2010-06-01"></date></ref><ref type="file" subtype="publisherAgreement" n="1" target="https://hal.archives-ouvertes.fr/hal-00488342/file/montreuil_CIFED2010.pdf"><date notBefore="2010-06-01"></date></ref></edition><respStmt><resp>contributor</resp><name key="146961"><persName><forename>Stéphane</forename><surname>Nicolas</surname></persName><email>stephane.nicolas@univ-rouen.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">hal-00488342</idno><idno type="halUri">https://hal.archives-ouvertes.fr/hal-00488342</idno><idno type="halBibtex">montreuil:hal-00488342</idno><idno type="halRefHtml">Jean-Yves Ramel. Colloque International Francophone sur l'Ecrit et le Document (CIFED2010), Mar 2010, Sousse, Tunisie. paper id: 46, page numbers: unknown (electronic publication), 2010</idno><idno type="halRef">Jean-Yves Ramel. Colloque International Francophone sur l'Ecrit et le Document (CIFED2010), Mar 2010, Sousse, Tunisie. paper id: 46, page numbers: unknown (electronic publication), 2010</idno></publicationStmt><seriesStmt><idno type="stamp" n="UNIV-ROUEN">Université de Rouen</idno><idno type="stamp" n="UNIV-LEHAVRE">Université du Havre</idno><idno type="stamp" n="LITIS">Laboratoire d'Informatique, de Traitement de l'Information et des Systèmes</idno><idno type="stamp" n="CIFED2010">Colloque International Francophone sur l'Ecrit et le Document</idno></seriesStmt><notesStmt><note type="commentary">16 pages</note><note type="audience" n="2">International</note><note type="invited" n="0">No</note><note type="popular" n="0">No</note><note type="peer" n="1">Yes</note><note type="proceedings" n="1">Yes</note></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="fr">Apport d'informations textuelles pour l'extraction de structures de documents manuscrits</title><author role="aut"><persName><forename type="first">Florent</forename><surname>Montreuil</surname></persName><email>Florent.Montreuil@etca.Fr</email><idno type="halAuthorId">498022</idno><affiliation ref="#struct-23832"></affiliation><affiliation ref="#struct-14084"></affiliation></author><author role="aut"><persName><forename type="first">Emmanuèle</forename><surname>Grosicki</surname></persName><email>emmanuele.grosicki@etca.fr</email><idno type="halAuthorId">498023</idno><affiliation ref="#struct-14084"></affiliation></author><author role="aut"><persName><forename type="first">Stéphane</forename><surname>Nicolas</surname></persName><email>Stephane.Nicolas@univ-rouen.fr</email><idno type="halAuthorId">136089</idno><affiliation ref="#struct-389520"></affiliation></author><author role="aut"><persName><forename type="first">Laurent</forename><surname>Heutte</surname></persName><email>laurent.heutte@univ-rouen.fr</email><idno type="halAuthorId">134992</idno><affiliation ref="#struct-389520"></affiliation></author></analytic><monogr><title level="m">Actes du 11ème Colloque International Francophone sur l'Ecrit et le Document</title><meeting><title>Colloque International Francophone sur l'Ecrit et le Document (CIFED2010)</title><date type="start">2010-03-18</date><date type="end">2010-03-20</date><settlement>Sousse</settlement><country key="TN">Tunisia</country></meeting><editor>Jean-Yves Ramel</editor><imprint><biblScope unit="pp">paper id: 46, page numbers: unknown (electronic publication)</biblScope><date type="datePub">2010-03</date></imprint></monogr></biblStruct></sourceDesc><profileDesc><langUsage><language ident="fr">French</language></langUsage><textClass><keywords scheme="author"><term xml:lang="fr">Champs Aléatoires Conditionnels</term><term xml:lang="fr">Informations textuelles</term><term xml:lang="fr">Structuration de documents manuscrits</term><term xml:lang="fr">Programmation Dynamique 2D</term></keywords><classCode scheme="halDomain" n="spi.signal">Engineering Sciences [physics]/Signal and Image processing</classCode><classCode scheme="halDomain" n="info.info-ts">Computer Science [cs]/Signal and Image Processing</classCode><classCode scheme="halTypology" n="COMM">Conference papers</classCode></textClass><abstract xml:lang="fr">RÉSUMÉ. Cet article décrit une nouvelle approche utilisant des Champs Aléatoires Conditionnels (CACs) pour extraire la mise en page de documents manuscrits non contraints. De bons résultats ont été obtenus montrant la capacité des approches CACs à extraire la mise en page d'un document complexe. On se propose dans cet article d'étudier l'apport d'une information textuelle dans la modélisation. On compare cette nouvelle approche avec les approches classiques utilisant des informations graphiques et spatiales. ABSTRACT. The paper describes a new approach using Conditional Random Fields (CRFs) to extract layouts in unconstrained handwritten documents. Good results have been reported, showing the capacity of our approach to extract layout on a complex document. We propose in this paper to study the contribution of a textual information in this modelisation. We compare this new approach with classical approach using graphicical and spatial informations</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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