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The Japanese Female Facial Expression (JAFFE) Dataset

Lyons, Michael; Kamachi, Miyuki; Gyoba, Jiro


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  <identifier identifierType="DOI">10.5281/zenodo.3451524</identifier>
  <creators>
    <creator>
      <creatorName>Lyons, Michael</creatorName>
      <givenName>Michael</givenName>
      <familyName>Lyons</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-7426-0628</nameIdentifier>
      <affiliation>Ritsumeikan University</affiliation>
    </creator>
    <creator>
      <creatorName>Kamachi, Miyuki</creatorName>
      <givenName>Miyuki</givenName>
      <familyName>Kamachi</familyName>
      <affiliation>Kogakuin University</affiliation>
    </creator>
    <creator>
      <creatorName>Gyoba, Jiro</creatorName>
      <givenName>Jiro</givenName>
      <familyName>Gyoba</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-4198-6323</nameIdentifier>
      <affiliation>Tohoku University</affiliation>
    </creator>
  </creators>
  <titles>
    <title>The Japanese Female Facial Expression (JAFFE) Dataset</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>1998</publicationYear>
  <subjects>
    <subject>facial expression images</subject>
    <subject>image datasets</subject>
    <subject>facial expression recognition</subject>
    <subject>facial expression cognition</subject>
    <subject>emotion</subject>
    <subject>affect</subject>
  </subjects>
  <dates>
    <date dateType="Issued">1998-04-14</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3451524</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.3451523</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/restrictedAccess">Restricted Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;&amp;nbsp;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;n.b. Before requesting access, READ and FOLLOW all of the instructions, or your request will certainly be rejected.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&amp;nbsp;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Specifications:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;10 Japanese female expressers&lt;/li&gt;
	&lt;li&gt;7 Posed Facial Expressions (6 basic facial expressions + 1 neutral)&lt;/li&gt;
	&lt;li&gt;Several images of each expression for each expresser&amp;nbsp;&lt;/li&gt;
	&lt;li&gt;213 images total&lt;/li&gt;
	&lt;li&gt;Each image has averaged semantic ratings on 6 facial expressions&amp;nbsp;by 60 Japanese viewers&lt;/li&gt;
	&lt;li&gt;Resolution&amp;nbsp;256x256 pixels&lt;/li&gt;
	&lt;li&gt;8-bit grayscale&lt;/li&gt;
	&lt;li&gt;Tiff format, no compression&lt;/li&gt;
	&lt;li&gt;Documentation:&amp;nbsp;README_FIRST.txt&amp;nbsp;and the articles linked below&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The image dataset was planned and assembled by Michael Lyons, Miyuki Kamachi, and Jiro Gyoba, at Kyushu University, Japan.&lt;/p&gt;

&lt;p&gt;The JAFFE images may be used for &lt;strong&gt;non-commercial scientific research&lt;/strong&gt; under certain terms of use, which must be accepted to access the data.&lt;/p&gt;

&lt;p&gt;The following article describes the JAFFE images and how they were photographed:&lt;br&gt;
Michael J. Lyons, Miyuki Kamachi, Jiro Gyoba.&lt;br&gt;
&lt;strong&gt;Coding Facial Expressions with Gabor Wavelets (IVC Special Issue)&amp;nbsp;&lt;/strong&gt;&lt;br&gt;
&lt;em&gt;https://www.researchgate.net/publication/344244377_Coding_Facial_Expressions_with_Gabor_Wavelets_IVC_Special_Issue&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;The following article gives some historical background about JAFFE:&lt;br&gt;
Michael J. Lyons&lt;br&gt;
&lt;strong&gt;Excavating &amp;quot;Excavating AI&amp;quot;: The Elephant in the Gallery&amp;nbsp;&lt;/strong&gt;&lt;br&gt;
&lt;em&gt;https://www.researchgate.net/publication/344064340_Excavating_Excavating_AI_The_Elephant_in_the_Gallery&lt;/em&gt;&lt;/p&gt;</description>
    <description descriptionType="Other">The images are provided at no cost for non-commercial scientific research only. If you agree to the conditions listed below, you may request access to download.</description>
    <description descriptionType="Other">{"references": ["Michael J. Lyons, Shigeru Akamatsu, Miyuki Kamachi, Jiro Gyoba. Coding Facial Expressions with Gabor Wavelets, 3rd IEEE International Conference on Automatic Face and Gesture Recognition, pp. 200-205 (1998). http://doi.org/10.1109/AFGR.1998.670949 Open access content available at: https://zenodo.org/record/3430156", "Michael J. Lyons, Excavating \"Excavating AI\": The Elephant in the Gallery, arXiv:2009.01215\u00a0(2020).\u00a0https://arxiv.org/abs/2009.01215"]}</description>
  </descriptions>
</resource>
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