<?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-00640858</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="2026-05-25T02:16:09+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Heterogeneous Clutter Models for Change Detection in PolSAR Imagery</title>
            <author role="aut">
              <persName>
                <forename type="first">Xuan Vu</forename>
                <surname>Phan</surname>
              </persName>
              <idno type="idhal" notation="numeric">1579256</idno>
              <idno type="halauthorid" notation="string">600742-1579256</idno>
              <idno type="IDREF">https://www.idref.fr/185411290</idno>
              <affiliation ref="#struct-388744"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Lionel</forename>
                <surname>Bombrun</surname>
              </persName>
              <email type="md5">8e3fca4c8ba8d450be24751e2f835d61</email>
              <email type="domain">ims-bordeaux.fr</email>
              <idno type="idhal" notation="string">lionel-bombrun</idno>
              <idno type="idhal" notation="numeric">1189</idno>
              <idno type="halauthorid" notation="string">3985-1189</idno>
              <idno type="IDREF">https://www.idref.fr/137837461</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-9036-3988</idno>
              <idno type="GOOGLE SCHOLAR">9j_2gVUAAAAJ</idno>
              <affiliation ref="#struct-388744"/>
              <affiliation ref="#struct-531219"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Gabriel</forename>
                <surname>Vasile</surname>
              </persName>
              <email type="md5">6629fcb9b948fa0e2962aada649021dd</email>
              <email type="domain">gipsa-lab.grenoble-inp.fr</email>
              <idno type="idhal" notation="string">gabriel-vasile</idno>
              <idno type="idhal" notation="numeric">6912</idno>
              <idno type="halauthorid" notation="string">11065-6912</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-6458-3634</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=jnpBbpcAAAAJ&amp;hl=fr&amp;oi=ao</idno>
              <idno type="IDREF">https://www.idref.fr/120253240</idno>
              <affiliation ref="#struct-388744"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Michel</forename>
                <surname>Gay</surname>
              </persName>
              <email type="md5">4c98433874ea8877a236cec019e76adf</email>
              <email type="domain">gipsa-lab.grenoble-inp.fr</email>
              <idno type="idhal" notation="string">michel-gay</idno>
              <idno type="idhal" notation="numeric">18973</idno>
              <idno type="halauthorid" notation="string">35621-18973</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-1748-0955</idno>
              <affiliation ref="#struct-408880"/>
              <affiliation ref="#struct-388744"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Gabriel</forename>
                <surname>Vasile</surname>
              </persName>
              <email type="md5">2aa9b62abbf11b069b54140f8ea1ac49</email>
              <email type="domain">gipsa-lab.grenoble-inp.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2011-11-14 13:02:47</date>
              <date type="whenModified">2025-11-26 15:50:09</date>
              <date type="whenReleased">2011-11-14 14:24:07</date>
              <date type="whenProduced">2011-01-24</date>
              <date type="whenEndEmbargoed">2011-11-14</date>
              <ref type="file" target="https://hal.science/hal-00640858v1/document">
                <date notBefore="2011-11-14"/>
              </ref>
              <ref type="file" subtype="greenPublisher" n="1" target="https://hal.science/hal-00640858v1/file/p30_phan.pdf" id="file-640858-1063004">
                <date notBefore="2011-11-14"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="139605">
                <persName>
                  <forename>Gabriel</forename>
                  <surname>Vasile</surname>
                </persName>
                <email type="md5">2aa9b62abbf11b069b54140f8ea1ac49</email>
                <email type="domain">gipsa-lab.grenoble-inp.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-00640858</idno>
            <idno type="halUri">https://hal.science/hal-00640858</idno>
            <idno type="halBibtex">phan:hal-00640858</idno>
            <idno type="halRefHtml">&lt;i&gt;POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry&lt;/i&gt;, Jan 2011, Frascati, Italy. 7 p</idno>
            <idno type="halRef">POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 7 p</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-640858-1063004"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="EC-PARIS">Ecole Centrale Paris</idno>
            <idno type="stamp" n="UGA">HAL Grenoble Alpes</idno>
            <idno type="stamp" n="ONERA">ONERA - Office National d'Études et de Recherches Aérospatiales</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="UNIV-GRENOBLE1">Université Joseph Fourier - Grenoble I</idno>
            <idno type="stamp" n="UNIV-PMF_GRENOBLE">Université Pierre-Mendès-France - Grenoble II</idno>
            <idno type="stamp" n="UNIV-GRENOBLE3">Université Stendhal - Grenoble III</idno>
            <idno type="stamp" n="INPG">Institut polytechnique de Grenoble</idno>
            <idno type="stamp" n="OSUG">Observatoire des Sciences de la Terre, de l'Univers et de l'Environnement de Grenoble</idno>
            <idno type="stamp" n="GIPSA">Grenoble Images Parole Signal Automatique</idno>
            <idno type="stamp" n="GIPSA-DIS" corresp="GIPSA">Département Image et Signal</idno>
            <idno type="stamp" n="GIPSA-SIGMAPHY" corresp="OSUG">SIGMAPHY</idno>
            <idno type="stamp" n="SUP_SONDRA">Laboratoire franco-singapourien de recherche en électromagnétisme et radars</idno>
            <idno type="stamp" n="UGA-TEST-BIS">UGA-TEST-BIS</idno>
            <idno type="stamp" n="UGA-TEST-TER">UGA-TEST-TER</idno>
            <idno type="stamp" n="UGA-TEST-QUATER">UGA-TEST-QUATER</idno>
            <idno type="stamp" n="TEST-UGA">TEST-UGA</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="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Heterogeneous Clutter Models for Change Detection in PolSAR Imagery</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Xuan Vu</forename>
                    <surname>Phan</surname>
                  </persName>
                  <idno type="idhal" notation="numeric">1579256</idno>
                  <idno type="halauthorid" notation="string">600742-1579256</idno>
                  <idno type="IDREF">https://www.idref.fr/185411290</idno>
                  <affiliation ref="#struct-388744"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Lionel</forename>
                    <surname>Bombrun</surname>
                  </persName>
                  <email type="md5">8e3fca4c8ba8d450be24751e2f835d61</email>
                  <email type="domain">ims-bordeaux.fr</email>
                  <idno type="idhal" notation="string">lionel-bombrun</idno>
                  <idno type="idhal" notation="numeric">1189</idno>
                  <idno type="halauthorid" notation="string">3985-1189</idno>
                  <idno type="IDREF">https://www.idref.fr/137837461</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-9036-3988</idno>
                  <idno type="GOOGLE SCHOLAR">9j_2gVUAAAAJ</idno>
                  <affiliation ref="#struct-388744"/>
                  <affiliation ref="#struct-531219"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Gabriel</forename>
                    <surname>Vasile</surname>
                  </persName>
                  <email type="md5">6629fcb9b948fa0e2962aada649021dd</email>
                  <email type="domain">gipsa-lab.grenoble-inp.fr</email>
                  <idno type="idhal" notation="string">gabriel-vasile</idno>
                  <idno type="idhal" notation="numeric">6912</idno>
                  <idno type="halauthorid" notation="string">11065-6912</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-6458-3634</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=jnpBbpcAAAAJ&amp;hl=fr&amp;oi=ao</idno>
                  <idno type="IDREF">https://www.idref.fr/120253240</idno>
                  <affiliation ref="#struct-388744"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Michel</forename>
                    <surname>Gay</surname>
                  </persName>
                  <email type="md5">4c98433874ea8877a236cec019e76adf</email>
                  <email type="domain">gipsa-lab.grenoble-inp.fr</email>
                  <idno type="idhal" notation="string">michel-gay</idno>
                  <idno type="idhal" notation="numeric">18973</idno>
                  <idno type="halauthorid" notation="string">35621-18973</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-1748-0955</idno>
                  <affiliation ref="#struct-408880"/>
                  <affiliation ref="#struct-388744"/>
                </author>
              </analytic>
              <monogr>
                <title level="m">ESA special publication SP-695</title>
                <meeting>
                  <title>POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry</title>
                  <date type="start">2011-01-24</date>
                  <date type="end">2011-01-28</date>
                  <settlement>Frascati</settlement>
                  <country key="IT">Italy</country>
                </meeting>
                <imprint>
                  <biblScope unit="pp">7 pages</biblScope>
                  <date type="datePub">2011</date>
                </imprint>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <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="en">
              <p>The new generation of Synthetic Aperture Radar (RADARSAT-2, TerraSAR-X, ALOS, . . . ) allows us to capture Earth surface images with very high resolution. Therefore the possibility to characterize objects has become more and more attainable. Moreover, the short revisit time propertie of these satellites enables the development of techniques of change detection and their applications. Spherically Invariant Random Vector (SIRV) model was designed specifically for the analysis of heterogeneous clutters in high resolution radar images. In this paper, we propose four algorithms of change detection based on different criteria including: Gaussian (sample covariance matrix estimator), Gaussian (fixed point estimator), Fisher texture-based and KummerU-based (Fisher distributed texture).</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-388744" status="OLD">
          <orgName>GIPSA - Signal Images Physique</orgName>
          <orgName type="acronym">GIPSA-SIGMAPHY</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>GIPSA-lab, 11 rue des Mathématiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.gipsa-lab.fr/sigmaphy/accueil-sigmaphy.php</ref>
          </desc>
          <listRelation>
            <relation active="#struct-408340" type="direct"/>
            <relation active="#struct-24470" type="indirect"/>
            <relation active="#struct-3886" type="indirect"/>
            <relation active="#struct-5485" type="indirect"/>
            <relation active="#struct-51016" type="indirect"/>
            <relation active="#struct-89889" type="indirect"/>
            <relation name="UMR5216" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-531219" status="OLD">
          <idno type="IdRef">190360224</idno>
          <idno type="RNSR">201522219R</idno>
          <orgName>Sondra, CentraleSupélec, Université Paris-Saclay (COmUE)</orgName>
          <orgName type="acronym">SONDRA</orgName>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>F- 91190 Gif-sur-Yvette</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.universite-paris-saclay.fr/fr/research/laboratory/sondra</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300024" type="direct"/>
            <relation active="#struct-411575" type="direct"/>
            <relation active="#struct-562112" type="direct"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-408880" status="OLD">
          <orgName>GIPSA-Services</orgName>
          <orgName type="acronym">GIPSA-Services</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>GIPSA-lab, 11 rue des Mathématiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX</addrLine>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-24470" type="direct"/>
            <relation active="#struct-3886" type="indirect"/>
            <relation active="#struct-5485" type="indirect"/>
            <relation active="#struct-51016" type="indirect"/>
            <relation active="#struct-89889" type="indirect"/>
            <relation name="UMR5216" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="department" xml:id="struct-408340" status="OLD">
          <orgName>Département Images et Signal</orgName>
          <orgName type="acronym">GIPSA-DIS</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>11 rue des Mathématiques, Grenoble Campus BP46, 38402 SAINT MARTIN D'HERES</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.gipsa-lab.fr/recherche/departement-images-signal.php</ref>
          </desc>
          <listRelation>
            <relation active="#struct-24470" type="direct"/>
            <relation active="#struct-3886" type="indirect"/>
            <relation active="#struct-5485" type="indirect"/>
            <relation active="#struct-51016" type="indirect"/>
            <relation active="#struct-89889" type="indirect"/>
            <relation name="UMR5216" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-24470" status="OLD">
          <idno type="IdRef">137251122</idno>
          <idno type="ISNI">0000000118823396 </idno>
          <idno type="RNSR">200711885T</idno>
          <idno type="ROR">https://ror.org/02wrme198</idno>
          <orgName>Grenoble Images Parole Signal Automatique</orgName>
          <orgName type="acronym">GIPSA-lab</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>GIPSA-lab 11 rue des Mathématiques, Grenoble Campus BP46F-38402 SAINT MARTIN D'HERES CEDEX</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.gipsa-lab.inpg.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-3886" type="direct"/>
            <relation active="#struct-5485" type="direct"/>
            <relation active="#struct-51016" type="direct"/>
            <relation active="#struct-89889" type="direct"/>
            <relation name="UMR5216" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-3886" status="OLD">
          <idno type="IdRef">02640432X</idno>
          <idno type="ROR">https://ror.org/02f7wz369</idno>
          <orgName>Université Pierre Mendès France - Grenoble 2</orgName>
          <orgName type="acronym">UPMF</orgName>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>BP 47 - 38040 Grenoble Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.upmf-grenoble.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-5485" status="OLD">
          <idno type="IdRef">026404125</idno>
          <orgName>Université Stendhal - Grenoble 3</orgName>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>BP 25 38040 Grenoble Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.u-grenoble3.fr/stendhal/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-51016" status="OLD">
          <idno type="IdRef">026404796</idno>
          <idno type="ROR">https://ror.org/02aj0kh94</idno>
          <orgName>Université Joseph Fourier - Grenoble 1</orgName>
          <orgName type="acronym">UJF</orgName>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>BP 53 - 38041 Grenoble Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ujf-grenoble.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-89889" status="OLD">
          <idno type="IdRef">026388804</idno>
          <idno type="ROR">https://ror.org/05sbt2524</idno>
          <orgName>Institut polytechnique de Grenoble - Grenoble Institute of Technology</orgName>
          <orgName type="acronym">Grenoble INP</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>46 avenue Félix Viallet 38031 Grenoble Cedex 1</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.grenoble-inp.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-300024" status="VALID">
          <idno type="ROR">https://ror.org/005y2ap84</idno>
          <orgName>ONERA</orgName>
          <desc>
            <address>
              <addrLine>Office National d’Études et de Recherches Aéronautiques29, avenue de la Division Leclerc - BP 72 - 92322 CHATILLON CEDEX</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.onera.fr/fr</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-411575" status="VALID">
          <idno type="IdRef">184443237</idno>
          <idno type="ROR">https://ror.org/019tcpt25</idno>
          <orgName>CentraleSupélec</orgName>
          <desc>
            <address>
              <addrLine>3, rue Joliot Curie,Plateau de Moulon,91192 GIF-SUR-YVETTE Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.centralesupelec.fr</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-562112" status="OLD">
          <orgName>Université Paris Saclay (COmUE)</orgName>
          <desc>
            <address>
              <addrLine>Espace Technologique, Bât. Discovery - RD 128 - 2è ététage, 91190 Saint-Aubin</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.universite-paris-saclay.fr/fr</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>