<?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-01096114</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="2026-05-03T00:10:04+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Retina enhanced bag of words descriptors for video classification</title>
            <author role="aut">
              <persName>
                <forename type="first">Tiberius</forename>
                <surname>Strat</surname>
              </persName>
              <idno type="halauthorid">622032-0</idno>
              <affiliation ref="#struct-7118"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Alexandre</forename>
                <surname>Benoit</surname>
              </persName>
              <email type="md5">cd2603ec1bd13e214ffff69aa5ded714</email>
              <email type="domain">univ-smb.fr</email>
              <idno type="idhal" notation="string">alexandre-benoit</idno>
              <idno type="idhal" notation="numeric">6090</idno>
              <idno type="halauthorid" notation="string">195102-6090</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-0627-4948</idno>
              <idno type="IDREF">https://www.idref.fr/118249711</idno>
              <affiliation ref="#struct-7118"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Patrick</forename>
                <surname>Lambert</surname>
              </persName>
              <email type="md5">a1783f465e817d362e012df95a240d65</email>
              <email type="domain">univ-savoie.fr</email>
              <idno type="idhal" notation="numeric">864297</idno>
              <idno type="halauthorid" notation="string">49696-864297</idno>
              <affiliation ref="#struct-7118"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Patrick</forename>
                <surname>Lambert</surname>
              </persName>
              <email type="md5">a1783f465e817d362e012df95a240d65</email>
              <email type="domain">univ-savoie.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2014-12-16 17:50:34</date>
              <date type="whenModified">2025-09-27 19:49:56</date>
              <date type="whenReleased">2014-12-16 17:50:34</date>
              <date type="whenProduced">2014-09-02</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="146195">
                <persName>
                  <forename>Patrick</forename>
                  <surname>Lambert</surname>
                </persName>
                <email type="md5">a1783f465e817d362e012df95a240d65</email>
                <email type="domain">univ-savoie.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01096114</idno>
            <idno type="halUri">https://hal.science/hal-01096114</idno>
            <idno type="halBibtex">strat:hal-01096114</idno>
            <idno type="halRefHtml">&lt;i&gt;EUSIPCO 2014&lt;/i&gt;, Sep 2014, Lisbon, Portugal</idno>
            <idno type="halRef">EUSIPCO 2014, Sep 2014, Lisbon, Portugal</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-SAVOIE">Université Savoie Mont Blanc</idno>
            <idno type="stamp" n="UGA">HAL Grenoble Alpes</idno>
            <idno type="stamp" n="LISTIC" corresp="UNIV-SAVOIE">Laboratoire d’Informatique, Systèmes, Traitement de l’Information et de la Connaissance</idno>
            <idno type="stamp" n="USMB-COMUE">Université Savoie Mont Blanc - UGA [* - 2019]</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">Retina enhanced bag of words descriptors for video classification</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Tiberius</forename>
                    <surname>Strat</surname>
                  </persName>
                  <idno type="halauthorid">622032-0</idno>
                  <affiliation ref="#struct-7118"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Alexandre</forename>
                    <surname>Benoit</surname>
                  </persName>
                  <email type="md5">cd2603ec1bd13e214ffff69aa5ded714</email>
                  <email type="domain">univ-smb.fr</email>
                  <idno type="idhal" notation="string">alexandre-benoit</idno>
                  <idno type="idhal" notation="numeric">6090</idno>
                  <idno type="halauthorid" notation="string">195102-6090</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-0627-4948</idno>
                  <idno type="IDREF">https://www.idref.fr/118249711</idno>
                  <affiliation ref="#struct-7118"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Patrick</forename>
                    <surname>Lambert</surname>
                  </persName>
                  <email type="md5">a1783f465e817d362e012df95a240d65</email>
                  <email type="domain">univ-savoie.fr</email>
                  <idno type="idhal" notation="numeric">864297</idno>
                  <idno type="halauthorid" notation="string">49696-864297</idno>
                  <affiliation ref="#struct-7118"/>
                </author>
              </analytic>
              <monogr>
                <meeting>
                  <title>EUSIPCO 2014</title>
                  <date type="start">2014-09-02</date>
                  <date type="end">2014-09-05</date>
                  <settlement>Lisbon</settlement>
                  <country key="PT">Portugal</country>
                </meeting>
                <imprint/>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="info.info-ti">Computer Science [cs]/Image Processing [eess.IV]</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>This paper addresses the task of detecting diverse semantic concepts in videos. Within this context, the Bag Of Visual Words (BoW) model, inherited from sampled video keyframes analysis, is among the most popular methods. However, in the case of image sequences, this model faces new difficulties such as the added motion information, the extra computational cost and the increased variability of content and concepts to handle. Considering this spatio-temporal context, we propose to extend the BoW model by introducing video preprocessing strategies with the help of a retinamodel, before extracting BoW descriptors. This preprocessing increases the robustness of local features to disturbances such as noise and lighting variations. Additionally, the retina model is used to detect potentially salient areas and to construct spatio-temporal descriptors. We experiment with three state of the art local features, SIFT, SURF and FREAK, and we evaluate our results on the TRECVid 2012 Semantic Indexing (SIN) challenge.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-7118" status="VALID">
          <orgName>Laboratoire d'Informatique, Systèmes, Traitement de l'Information et de la Connaissance</orgName>
          <orgName type="acronym">LISTIC</orgName>
          <desc>
            <address>
              <addrLine>BP 80439 74944 ANNECY LE VIEUX Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.listic.univ-savoie.fr</ref>
          </desc>
          <listRelation>
            <relation name="EA3703" active="#struct-432896" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-432896" status="VALID">
          <idno type="ROR">https://ror.org/04gqg1a07</idno>
          <orgName>Université Savoie Mont Blanc</orgName>
          <orgName type="acronym">USMB [Université de Savoie] [Université de Chambéry]</orgName>
          <date type="start">1979-10-01</date>
          <desc>
            <address>
              <addrLine>27, rue Marcoz - 73000 Chambéry</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-smb.fr</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>