<?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-00509171</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="2026-05-26T08:17:27+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="fr">Un modèle de champ aléatoire conditionnel 2D appliqué à la segmentation d'images de documents</title>
            <author role="aut">
              <persName>
                <forename type="first">Stéphane</forename>
                <surname>Nicolas</surname>
              </persName>
              <email type="md5">afe0f775adb395a57024012bb9f67190</email>
              <email type="domain">univ-rouen.fr</email>
              <idno type="idhal" notation="string">stephane-nicolas-litis</idno>
              <idno type="idhal" notation="numeric">174766</idno>
              <idno type="halauthorid" notation="string">3213-174766</idno>
              <idno type="IDREF">https://www.idref.fr/146233336</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-0575-6731</idno>
              <affiliation ref="#struct-389520"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Julien</forename>
                <surname>Dardenne</surname>
              </persName>
              <email type="md5">d1955a8fa40adef44d24fcfd3141ee36</email>
              <email type="domain">univ-avignon.fr</email>
              <idno type="idhal" notation="string">julien-dardenne</idno>
              <idno type="idhal" notation="numeric">3021</idno>
              <idno type="halauthorid" notation="string">8425-3021</idno>
              <idno type="IDREF">https://www.idref.fr/144756935</idno>
              <idno type="ORCID">https://orcid.org/0009-0004-5040-5361</idno>
              <affiliation ref="#struct-700"/>
              <affiliation ref="#struct-31070"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Thierry</forename>
                <surname>Paquet</surname>
              </persName>
              <email type="md5">555fffd4ac0d439c2de3d692fb659eab</email>
              <email type="domain">univ-rouen.fr</email>
              <idno type="idhal" notation="string">thierry-paquet</idno>
              <idno type="idhal" notation="numeric">16353</idno>
              <idno type="halauthorid" notation="string">16024-16353</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-2044-7542</idno>
              <affiliation ref="#struct-389520"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Laurent</forename>
                <surname>Heutte</surname>
              </persName>
              <email type="md5">d93cc45c60106b7707bef73de6de839b</email>
              <email type="domain">univ-rouen.fr</email>
              <idno type="idhal" notation="string">laurent-heutte</idno>
              <idno type="idhal" notation="numeric">171701</idno>
              <idno type="halauthorid" notation="string">3170-171701</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-4740-9770</idno>
              <idno type="IDREF">https://www.idref.fr/143005863</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=6zVLPkcAAAAJ</idno>
              <idno type="ARXIV">https://arxiv.org/a/heutte_l_1</idno>
              <affiliation ref="#struct-389520"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Stéphane</forename>
                <surname>Nicolas</surname>
              </persName>
              <email type="md5">afe0f775adb395a57024012bb9f67190</email>
              <email type="domain">univ-rouen.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2010-08-10 15:02:57</date>
              <date type="whenModified">2026-03-10 16:26:02</date>
              <date type="whenReleased">2010-08-10 15:02:57</date>
              <date type="whenProduced">2008-01-22</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="146961">
                <persName>
                  <forename>Stéphane</forename>
                  <surname>Nicolas</surname>
                </persName>
                <email type="md5">afe0f775adb395a57024012bb9f67190</email>
                <email type="domain">univ-rouen.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-00509171</idno>
            <idno type="halUri">https://hal.science/hal-00509171</idno>
            <idno type="halBibtex">nicolas:hal-00509171</idno>
            <idno type="halRefHtml">&lt;i&gt;16e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle, RFIA 2008&lt;/i&gt;, Jan 2008, Amiens, France. pp: 304-312</idno>
            <idno type="halRef">16e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle, RFIA 2008, Jan 2008, Amiens, France. pp: 304-312</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="UNIV-LYON1">Université Claude Bernard - Lyon I</idno>
            <idno type="stamp" n="INSA-LYON">Institut National des Sciences Appliquées de Lyon</idno>
            <idno type="stamp" n="INSA-ROUEN">Institut National des Sciences Appliquées de Rouen</idno>
            <idno type="stamp" n="EC-LYON">Ecole Centrale de Lyon</idno>
            <idno type="stamp" n="AMPERE" corresp="UNIV-LYON1">Ampère</idno>
            <idno type="stamp" n="CREATIS" corresp="UNIV-LYON1">Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé</idno>
            <idno type="stamp" n="LITIS">Laboratoire d'Informatique, de Traitement de l'Information et des Systèmes</idno>
            <idno type="stamp" n="AFIA">Association Française pour l’Intelligence Artificielle</idno>
            <idno type="stamp" n="COMUE-NORMANDIE">Normandie Université</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="UDL">UDL</idno>
            <idno type="stamp" n="UNIV-LYON">Université de Lyon</idno>
            <idno type="stamp" n="INRAE">Institut National de Recherche en Agriculture, Alimentation et Environnement</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="3">National</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">Un modèle de champ aléatoire conditionnel 2D appliqué à la segmentation d'images de documents</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Stéphane</forename>
                    <surname>Nicolas</surname>
                  </persName>
                  <email type="md5">afe0f775adb395a57024012bb9f67190</email>
                  <email type="domain">univ-rouen.fr</email>
                  <idno type="idhal" notation="string">stephane-nicolas-litis</idno>
                  <idno type="idhal" notation="numeric">174766</idno>
                  <idno type="halauthorid" notation="string">3213-174766</idno>
                  <idno type="IDREF">https://www.idref.fr/146233336</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-0575-6731</idno>
                  <affiliation ref="#struct-389520"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Julien</forename>
                    <surname>Dardenne</surname>
                  </persName>
                  <email type="md5">d1955a8fa40adef44d24fcfd3141ee36</email>
                  <email type="domain">univ-avignon.fr</email>
                  <idno type="idhal" notation="string">julien-dardenne</idno>
                  <idno type="idhal" notation="numeric">3021</idno>
                  <idno type="halauthorid" notation="string">8425-3021</idno>
                  <idno type="IDREF">https://www.idref.fr/144756935</idno>
                  <idno type="ORCID">https://orcid.org/0009-0004-5040-5361</idno>
                  <affiliation ref="#struct-700"/>
                  <affiliation ref="#struct-31070"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Thierry</forename>
                    <surname>Paquet</surname>
                  </persName>
                  <email type="md5">555fffd4ac0d439c2de3d692fb659eab</email>
                  <email type="domain">univ-rouen.fr</email>
                  <idno type="idhal" notation="string">thierry-paquet</idno>
                  <idno type="idhal" notation="numeric">16353</idno>
                  <idno type="halauthorid" notation="string">16024-16353</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-2044-7542</idno>
                  <affiliation ref="#struct-389520"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Laurent</forename>
                    <surname>Heutte</surname>
                  </persName>
                  <email type="md5">d93cc45c60106b7707bef73de6de839b</email>
                  <email type="domain">univ-rouen.fr</email>
                  <idno type="idhal" notation="string">laurent-heutte</idno>
                  <idno type="idhal" notation="numeric">171701</idno>
                  <idno type="halauthorid" notation="string">3170-171701</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-4740-9770</idno>
                  <idno type="IDREF">https://www.idref.fr/143005863</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=6zVLPkcAAAAJ</idno>
                  <idno type="ARXIV">https://arxiv.org/a/heutte_l_1</idno>
                  <affiliation ref="#struct-389520"/>
                </author>
              </analytic>
              <monogr>
                <title level="m">Actes du 16e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle, RFIA 2008</title>
                <meeting>
                  <title>16e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle, RFIA 2008</title>
                  <date type="start">2008-01-22</date>
                  <date type="end">2008-01-25</date>
                  <settlement>Amiens</settlement>
                  <country key="FR">France</country>
                </meeting>
                <imprint>
                  <biblScope unit="pp">pp: 304-312</biblScope>
                  <date type="datePub">2008</date>
                </imprint>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="fr">French</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="fr">analyse d'images</term>
                <term xml:lang="fr">champs conditionnels</term>
                <term xml:lang="fr">modèles markoviens</term>
                <term xml:lang="fr">analyse d'images de documents</term>
                <term xml:lang="fr">segmentation</term>
                <term xml:lang="fr">analyse de structures</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>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="fr">
              <p>Nous nous intéressons dans ces travaux à l'analyse d'images par le biais de techniques Markoviennes discriminantes: les champs aléatoires conditionnels. Nous présentons une implémentation 2D de ces modèles principalement utilisés jusqu'à présent pour l'analyse de données monodimensionnelles. L'implémentation que nous proposons est basée sur une approche de type combinaison de classifieurs discriminants. Nous illustrons et comparons les capacités de cette approche par rapport aux modèles de Champs de Markov Cachés au travers d'un exemple d'application à l'analyse de la structure de documents complexes et dégradés.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-389520" status="OLD">
          <orgName>Equipe Apprentissage</orgName>
          <orgName type="acronym">LITIS - DocApp</orgName>
          <date type="end">2021-12-31</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.litislab.fr/equipe/app/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-23832" type="direct"/>
            <relation active="#struct-300317" type="indirect"/>
            <relation active="#struct-455934" type="indirect"/>
            <relation name="EA4108" active="#struct-300318" type="indirect"/>
            <relation active="#struct-301288" type="indirect"/>
            <relation active="#struct-301232" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-700" status="OLD">
          <idno type="IdRef">14970416X</idno>
          <orgName>Centre de Recherche et d'Application en Traitement de l'Image et du Signal</orgName>
          <orgName type="acronym">CREATIS</orgName>
          <date type="start">1995-01-01</date>
          <date type="end">2006-12-31</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.creatis.univ-lyon1.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-194495" type="direct"/>
            <relation active="#struct-301088" type="indirect"/>
            <relation active="#struct-210962" type="direct"/>
            <relation active="#struct-219748" type="direct"/>
            <relation active="#struct-301232" type="indirect"/>
            <relation name="U630" active="#struct-303623" type="direct"/>
            <relation name="UMR5515" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-31070" status="OLD">
          <idno type="IdRef">149693435</idno>
          <idno type="ISNI">0000000123052936</idno>
          <idno type="RNSR">199911701C</idno>
          <idno type="ROR">https://ror.org/04xbczw40</idno>
          <idno type="Wikidata">Q2374376</idno>
          <orgName>Ampère</orgName>
          <orgName type="acronym">AMPERE</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2025-12-31</date>
          <desc>
            <address>
              <addrLine>Ecole Centrale de Lyon, 36 Avenue Guy de Collongue, 69134 Ecully CEDEX</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ampere-lab.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-126765" type="direct"/>
            <relation active="#struct-301088" type="indirect"/>
            <relation active="#struct-194495" type="direct"/>
            <relation active="#struct-219748" type="direct"/>
            <relation active="#struct-301232" type="indirect"/>
            <relation name="UMR5005" active="#struct-441569" type="direct"/>
            <relation name="USC1407" active="#struct-577435" type="direct"/>
          </listRelation>
        </org>
        <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="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-194495" status="VALID">
          <idno type="IdRef">026402823</idno>
          <idno type="ISNI">0000000121686185</idno>
          <idno type="ROR">https://ror.org/029brtt94</idno>
          <orgName>Université Claude Bernard Lyon 1</orgName>
          <orgName type="acronym">UCBL</orgName>
          <desc>
            <address>
              <addrLine>43, boulevard du 11 novembre 1918, 69622 Villeurbanne cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-lyon1.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301088" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-301088" status="VALID">
          <idno type="ROR">https://ror.org/01rk35k63</idno>
          <orgName>Université de Lyon</orgName>
          <desc>
            <address>
              <addrLine>92 rue Pasteur - CS 30122, 69361 Lyon Cedex 07</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.universite-lyon.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-210962" status="VALID">
          <orgName>École Supérieure de Chimie Physique Électronique de Lyon</orgName>
          <orgName type="acronym">CPE</orgName>
          <desc>
            <address>
              <addrLine>Domaine Scientifique de la DouaBâtiment Hubert Curien 43 Boulevard du 11 Novembre 191869616 Villeurbanne</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.cpe.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-219748" status="VALID">
          <idno type="IdRef">052444724</idno>
          <idno type="ISNI">0000 0001 2292 0228</idno>
          <orgName>Institut National des Sciences Appliquées de Lyon</orgName>
          <orgName type="acronym">INSA Lyon</orgName>
          <date type="start">1957-03-18</date>
          <desc>
            <address>
              <addrLine>20 Avenue Albert Einstein, 69621 Villeurbanne cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.insa-lyon.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301088" type="direct"/>
            <relation active="#struct-301232" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-303623" status="VALID">
          <idno type="IdRef">026388278</idno>
          <idno type="ROR">https://ror.org/02vjkv261</idno>
          <orgName>Institut National de la Santé et de la Recherche Médicale</orgName>
          <orgName type="acronym">INSERM</orgName>
          <desc>
            <address>
              <addrLine>101, rue de Tolbiac, 75013 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inserm.fr</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</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"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-126765" status="VALID">
          <idno type="ROR">https://ror.org/05s6rge65</idno>
          <orgName>École Centrale de Lyon</orgName>
          <orgName type="acronym">ECL</orgName>
          <desc>
            <address>
              <addrLine>36 avenue Guy de Collongue - 69134 Ecully cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ec-lyon.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301088" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-577435" status="VALID">
          <idno type="ROR">https://ror.org/003vg9w96</idno>
          <orgName>Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement</orgName>
          <orgName type="acronym">INRAE</orgName>
          <date type="start">2020-01-01</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>