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Matching caricatures to photographs

Abaci, Bahri; Akgul, Tayfun


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  <identifier identifierType="URL">https://aperta.ulakbim.gov.tr/record/80367</identifier>
  <creators>
    <creator>
      <creatorName>Abaci, Bahri</creatorName>
      <givenName>Bahri</givenName>
      <familyName>Abaci</familyName>
      <affiliation>Istanbul Tech Univ, Dept Elect &amp; Commun Engn, TR-34469 Istanbul, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Akgul, Tayfun</creatorName>
      <givenName>Tayfun</givenName>
      <familyName>Akgul</familyName>
      <affiliation>Istanbul Tech Univ, Dept Elect &amp; Commun Engn, TR-34469 Istanbul, Turkey</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Matching Caricatures To Photographs</title>
  </titles>
  <publisher>Aperta</publisher>
  <publicationYear>2015</publicationYear>
  <dates>
    <date dateType="Issued">2015-01-01</date>
  </dates>
  <resourceType resourceTypeGeneral="Text">Journal article</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://aperta.ulakbim.gov.tr/record/80367</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsIdenticalTo">10.1007/s11760-015-0819-8</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="http://www.opendefinition.org/licenses/cc-by">Creative Commons Attribution</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">Facial caricatures are informative funny images that allow us to identify a subject even with a few lines and dots. Matching caricatures to photographs is a challenging cross-modal face matching problem. This paper addresses this problem by defining a set of qualitative face features both for caricatures and photographs where features are automatically extracted from photos and manually labeled in caricatures. Additionally we release a publicly available caricature-photograph database with 200 caricatures and corresponding photomates. In our experiments, we use genetic algorithms and logistic regression and achieve over recognition rate at 0.1 false accept rate.</description>
  </descriptions>
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