<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-01237230</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-04-27T16:21:37+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Texture feature evaluation for segmentation of historical document images</title>
            <author role="aut">
              <persName>
                <forename type="first">Maroua</forename>
                <surname>Mehri</surname>
              </persName>
              <email type="md5">4dc2cc99bf29fbebc970ef3ed6d8b77a</email>
              <email type="domain">gmail.com</email>
              <idno type="idhal" notation="string">maroua-mehri</idno>
              <idno type="idhal" notation="numeric">2890</idno>
              <idno type="halauthorid" notation="string">616292-2890</idno>
              <idno type="IDREF">https://www.idref.fr/191254517</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-4763-8584</idno>
              <affiliation ref="#struct-23832"/>
              <affiliation ref="#struct-40831"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Petra</forename>
                <surname>Gomez-Krämer</surname>
              </persName>
              <email type="md5">e786d76613a8d0ef13e95a57f18be8b1</email>
              <email type="domain">univ-lr.fr</email>
              <idno type="idhal" notation="string">petra-gomez-kramer</idno>
              <idno type="idhal" notation="numeric">21981</idno>
              <idno type="halauthorid" notation="string">15502-21981</idno>
              <idno type="IDREF">https://www.idref.fr/189148861</idno>
              <affiliation ref="#struct-40831"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Pierre</forename>
                <surname>Héroux</surname>
              </persName>
              <email type="md5">5bff176b3b85ad57b9beb9cc37c54f57</email>
              <email type="domain">univ-rouen.fr</email>
              <idno type="idhal" notation="string">pierreheroux</idno>
              <idno type="idhal" notation="numeric">2790</idno>
              <idno type="halauthorid" notation="string">17240-2790</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-3509-2609</idno>
              <idno type="IDREF">https://www.idref.fr/166684937</idno>
              <affiliation ref="#struct-23832"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Alain</forename>
                <surname>Boucher</surname>
              </persName>
              <email type="md5">7689dc3f73e303e5e4fb21c5ba0b577e</email>
              <email type="domain">univ-lr.fr</email>
              <idno type="idhal" notation="numeric">950903</idno>
              <idno type="halauthorid" notation="string">119469-950903</idno>
              <affiliation ref="#struct-40831"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Rémy</forename>
                <surname>Mullot</surname>
              </persName>
              <email type="md5">8e30351d029ca85956e13cf28572c66c</email>
              <email type="domain">univ-lr.fr</email>
              <idno type="idhal" notation="numeric">865628</idno>
              <idno type="halauthorid" notation="string">10887-865628</idno>
              <affiliation ref="#struct-40831"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Maroua</forename>
                <surname>MEHRI</surname>
              </persName>
              <email type="md5">4dc2cc99bf29fbebc970ef3ed6d8b77a</email>
              <email type="domain">gmail.com</email>
            </editor>
            <funder ref="#projanr-32909"/>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2015-12-02 22:55:12</date>
              <date type="whenWritten">2013-08-24</date>
              <date type="whenModified">2024-12-06 10:42:02</date>
              <date type="whenReleased">2015-12-15 10:06:30</date>
              <date type="whenProduced">2013-08-24</date>
              <date type="whenEndEmbargoed">2015-12-02</date>
              <ref type="file" target="https://inria.hal.science/hal-01237230v1/document">
                <date notBefore="2015-12-02"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://inria.hal.science/hal-01237230v1/file/MarouaMEHRI_HIP_2013.pdf" id="file-1237230-1315517">
                <date notBefore="2015-12-02"/>
              </ref>
              <ref type="externalLink" target="https://hal.archives-ouvertes.fr/file/index/docid/934571/filename/authorversion.pdf"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="169751">
                <persName>
                  <forename>Maroua</forename>
                  <surname>MEHRI</surname>
                </persName>
                <email type="md5">4dc2cc99bf29fbebc970ef3ed6d8b77a</email>
                <email type="domain">gmail.com</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01237230</idno>
            <idno type="halUri">https://inria.hal.science/hal-01237230</idno>
            <idno type="halBibtex">mehri:hal-01237230</idno>
            <idno type="halRefHtml">&lt;i&gt;International Workshop on Historical Document Imaging and Processing (HIP)&lt;/i&gt;, Aug 2013, Washington, DC, United States. pp.102-109, &lt;a target="_blank" href="https://dx.doi.org/10.1145/2501115.2501121"&gt;&amp;#x27E8;10.1145/2501115.2501121&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">International Workshop on Historical Document Imaging and Processing (HIP), Aug 2013, Washington, DC, United States. pp.102-109, &amp;#x27E8;10.1145/2501115.2501121&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-1237230-1315517"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="INSA-ROUEN">Institut National des Sciences Appliquées de Rouen</idno>
            <idno type="stamp" n="L3I">Laboratoire Informatique, Image et Interaction</idno>
            <idno type="stamp" n="LITIS">Laboratoire d'Informatique, de Traitement de l'Information et des Systèmes</idno>
            <idno type="stamp" n="COMUE-NORMANDIE">Normandie Université</idno>
            <idno type="stamp" n="UNIV-ROCHELLE">Université de La Rochelle</idno>
            <idno type="stamp" n="UNIROUEN">Université de Rouen Normandie</idno>
            <idno type="stamp" n="UNILEHAVRE">Université Le Havre Normandie</idno>
            <idno type="stamp" n="INSA-GROUPE">Groupe INSA</idno>
            <idno type="stamp" n="ANR">ANR</idno>
          </seriesStmt>
          <notesStmt>
            <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="0">No</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Texture feature evaluation for segmentation of historical document images</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Maroua</forename>
                    <surname>Mehri</surname>
                  </persName>
                  <email type="md5">4dc2cc99bf29fbebc970ef3ed6d8b77a</email>
                  <email type="domain">gmail.com</email>
                  <idno type="idhal" notation="string">maroua-mehri</idno>
                  <idno type="idhal" notation="numeric">2890</idno>
                  <idno type="halauthorid" notation="string">616292-2890</idno>
                  <idno type="IDREF">https://www.idref.fr/191254517</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-4763-8584</idno>
                  <affiliation ref="#struct-23832"/>
                  <affiliation ref="#struct-40831"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Petra</forename>
                    <surname>Gomez-Krämer</surname>
                  </persName>
                  <email type="md5">e786d76613a8d0ef13e95a57f18be8b1</email>
                  <email type="domain">univ-lr.fr</email>
                  <idno type="idhal" notation="string">petra-gomez-kramer</idno>
                  <idno type="idhal" notation="numeric">21981</idno>
                  <idno type="halauthorid" notation="string">15502-21981</idno>
                  <idno type="IDREF">https://www.idref.fr/189148861</idno>
                  <affiliation ref="#struct-40831"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Pierre</forename>
                    <surname>Héroux</surname>
                  </persName>
                  <email type="md5">5bff176b3b85ad57b9beb9cc37c54f57</email>
                  <email type="domain">univ-rouen.fr</email>
                  <idno type="idhal" notation="string">pierreheroux</idno>
                  <idno type="idhal" notation="numeric">2790</idno>
                  <idno type="halauthorid" notation="string">17240-2790</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-3509-2609</idno>
                  <idno type="IDREF">https://www.idref.fr/166684937</idno>
                  <affiliation ref="#struct-23832"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Alain</forename>
                    <surname>Boucher</surname>
                  </persName>
                  <email type="md5">7689dc3f73e303e5e4fb21c5ba0b577e</email>
                  <email type="domain">univ-lr.fr</email>
                  <idno type="idhal" notation="numeric">950903</idno>
                  <idno type="halauthorid" notation="string">119469-950903</idno>
                  <affiliation ref="#struct-40831"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Rémy</forename>
                    <surname>Mullot</surname>
                  </persName>
                  <email type="md5">8e30351d029ca85956e13cf28572c66c</email>
                  <email type="domain">univ-lr.fr</email>
                  <idno type="idhal" notation="numeric">865628</idno>
                  <idno type="halauthorid" notation="string">10887-865628</idno>
                  <affiliation ref="#struct-40831"/>
                </author>
              </analytic>
              <monogr>
                <meeting>
                  <title>International Workshop on Historical Document Imaging and Processing (HIP)</title>
                  <date type="start">2013-08-24</date>
                  <date type="end">2013-08-24</date>
                  <settlement>Washington, DC</settlement>
                  <country key="US">United States</country>
                </meeting>
                <imprint>
                  <publisher>ACM</publisher>
                  <biblScope unit="pp">102-109</biblScope>
                  <date type="datePub">2013-08-24</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1145/2501115.2501121</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="info.info-tt">Computer Science [cs]/Document and Text Processing</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>Texture feature analysis has undergone tremendous growth in recent years. It plays an important role for the analysis of many kinds of images. More recently, the use of texture analysis techniques for historical document image segmen-tation has become a logical and relevant choice in the conditions of significant document image degradation and in the context of lacking information on the document structure such as the document model and the typographical parameters. However, previous work in the use of texture analysis for segmentation of digitized historical document images has been limited to separately test one of the well-known texture-based approaches such as autocorrelation function, Grey Level Co-occurrence Matrix (GLCM), Gabor filters, gradient, wavelets, etc. In this paper we raise the question of which texture-based method could be better suited for discriminating on the one hand graphical regions from textual ones and on the other hand for separating textual regions with different sizes and fonts. The objective of this paper is to compare some of the well-known texture-based approaches: autocorrelation function, GLCM, and Gabor filters , used in a segmentation of digitized historical document images. Texture features are briefly described and quantitative results are obtained on simplified historical document images. The achieved results are very encouraging.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-23832" status="OLD">
          <idno type="IdRef">110731867</idno>
          <idno type="RNSR">200615352R</idno>
          <orgName>Laboratoire d'Informatique, de Traitement de l'Information et des Systèmes</orgName>
          <orgName type="acronym">LITIS</orgName>
          <date type="start">2006-01-01</date>
          <date type="end">2021-12-31</date>
          <desc>
            <address>
              <addrLine>Avenue de l'Université 76800 Saint-Étienne-du-Rouvray</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.litislab.eu</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300317" type="direct"/>
            <relation active="#struct-455934" type="indirect"/>
            <relation name="EA4108" active="#struct-300318" type="direct"/>
            <relation active="#struct-301288" type="direct"/>
            <relation active="#struct-301232" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-40831" status="VALID">
          <idno type="IdRef">183449045</idno>
          <idno type="RNSR">199613735B</idno>
          <idno type="ROR">https://ror.org/03r7r0k94</idno>
          <orgName>Laboratoire Informatique, Image et Interaction - EA 2118</orgName>
          <orgName type="acronym">L3I</orgName>
          <desc>
            <address>
              <addrLine>Bâtiment Pascal Avenue Michel Crépeau F-17042 La Rochelle Cedex 1</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://l3i.univ-larochelle.fr/</ref>
          </desc>
          <listRelation>
            <relation name="EA2118" active="#struct-300311" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-300317" status="VALID">
          <idno type="IdRef">031308570</idno>
          <idno type="ISNI">0000000121731046</idno>
          <idno type="ROR">https://ror.org/05v509s40</idno>
          <orgName>Université Le Havre Normandie</orgName>
          <orgName type="acronym">ULH</orgName>
          <date type="start">1984-08-27</date>
          <desc>
            <address>
              <addrLine>25 rue Philippe Lebon - BP 1123 - 76063 Le Havre Cedex France</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-lehavre.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-455934" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-455934" status="VALID">
          <idno type="IdRef">190906332</idno>
          <idno type="ISNI">0000000417859671 </idno>
          <idno type="ROR">https://ror.org/01k40cz91</idno>
          <orgName>Normandie Université</orgName>
          <orgName type="acronym">NU</orgName>
          <date type="start">2015-01-01</date>
          <desc>
            <address>
              <addrLine>Esplanade de la Paix - CS 14032 - 14032 Caen Cedex 5</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.normandie-univ.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-300318" status="VALID">
          <idno type="IdRef">026403919</idno>
          <idno type="ISNI">0000000121083034</idno>
          <idno type="ROR">https://ror.org/03nhjew95</idno>
          <orgName>Université de Rouen Normandie</orgName>
          <orgName type="acronym">UNIROUEN</orgName>
          <date type="start">1966-01-01</date>
          <desc>
            <address>
              <addrLine>1, rue Thomas Becket 76821 Mont-Saint-Aignan Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-rouen.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-455934" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-301288" status="VALID">
          <idno type="IdRef">033364346</idno>
          <idno type="ISNI">0000000121908462</idno>
          <idno type="ROR">https://ror.org/020ws7586</idno>
          <orgName>Institut national des sciences appliquées Rouen Normandie</orgName>
          <orgName type="acronym">INSA Rouen Normandie</orgName>
          <date type="start">1985-01-01</date>
          <desc>
            <address>
              <addrLine>Avenue de l’Université 76801 Saint-Étienne-du-Rouvray Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.insa-rouen.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301232" type="direct"/>
            <relation active="#struct-455934" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-301232" status="VALID">
          <idno type="IdRef">162105150</idno>
          <orgName>Institut National des Sciences Appliquées</orgName>
          <orgName type="acronym">INSA</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="institution" xml:id="struct-300311" status="VALID">
          <idno type="IdRef">035375043</idno>
          <idno type="ISNI">0000 0001 2169 7335</idno>
          <idno type="ROR">https://ror.org/04mv1z119</idno>
          <orgName>La Rochelle Université</orgName>
          <orgName type="acronym">ULR</orgName>
          <desc>
            <address>
              <addrLine>Technoforum - 23 avenue Albert Einstein - BP 33060 - 17031 La Rochelle - France</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-larochelle.fr</ref>
          </desc>
        </org>
      </listOrg>
      <listOrg type="projects">
        <org type="anrProject" xml:id="projanr-32909" status="VALID">
          <idno type="anr">ANR-10-CORD-0020</idno>
          <idno type="program">CONTENUS ET INTERACTIONS</idno>
          <orgName>DIGIDOC</orgName>
          <desc>Document Image diGitisation with Interactive DescriptiOn Capability</desc>
          <date type="start">2010</date>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>