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The Japanese Female Facial Expression (JAFFE) Dataset

Lyons, Michael; Kamachi, Miyuki; Gyoba, Jiro


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  "metadata": {
    "access_right_category": "danger", 
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    "description": "<p>&nbsp;</p>\n\n<p><strong>n.b. Before requesting access, READ and FOLLOW all of the instructions, or your request will certainly be rejected.</strong></p>\n\n<p>&nbsp;</p>\n\n<p><strong>Specifications:</strong></p>\n\n<ul>\n\t<li>10 Japanese female expressers</li>\n\t<li>7 Posed Facial Expressions (6 basic facial expressions + 1 neutral)</li>\n\t<li>Several images of each expression for each expresser&nbsp;</li>\n\t<li>213 images total</li>\n\t<li>Each image has averaged semantic ratings on 6 facial expressions&nbsp;by 60 Japanese viewers</li>\n\t<li>Resolution&nbsp;256x256 pixels</li>\n\t<li>8-bit grayscale</li>\n\t<li>Tiff format, no compression</li>\n\t<li>Documentation:&nbsp;README_FIRST.txt&nbsp;and the articles linked below</li>\n</ul>\n\n<p>The image dataset was planned and assembled by Michael Lyons, Miyuki Kamachi, and Jiro Gyoba, at Kyushu University, Japan.</p>\n\n<p>The JAFFE images may be used for <strong>non-commercial scientific research</strong> under certain terms of use, which must be accepted to access the data.</p>\n\n<p>The following article describes the JAFFE images and how they were photographed:<br>\nMichael J. Lyons, Miyuki Kamachi, Jiro Gyoba.<br>\n<strong>Coding Facial Expressions with Gabor Wavelets (IVC Special Issue)&nbsp;</strong><br>\n<em>https://zenodo.org/record/4029680</em></p>\n\n<p>The following article explains the origin&nbsp;of&nbsp;JAFFE:<br>\nMichael J. Lyons<br>\n<strong>&quot;Excavating AI&quot; Re-excavated: Debunking a Fallacious Account of the JAFFE Dataset&nbsp;</strong><br>\nhttps://zenodo.org/record/5140557</p>", 
    "language": "eng", 
    "title": "The Japanese Female Facial Expression (JAFFE) Dataset", 
    "notes": "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.", 
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    "access_conditions": "<p><strong>Before sending a request READ THE FOLLOWING CAREFULLY</strong></p>\n\n<p><strong>If you do not follow these instructions your request will be rejected.</strong></p>\n\n<p>The JAFFE images may be used&nbsp;only for <strong>non-commercial scientific research</strong>.</p>\n\n<p>Any other use&nbsp;requires advance approval.</p>\n\n<p>The following are <strong>not allowed</strong>:</p>\n\n<ul>\n\t<li><strong>Redistribution </strong>of any part or whole, or derivatives of the JAFFE dataset (incl. via Github, Kaggle, Colaboratory&nbsp;etc.)</li>\n\t<li><strong>Posting </strong>JAFFE images on the web and social media</li>\n\t<li><strong>Public exhibition </strong>of JAFFE images in museums/galleries etc.</li>\n\t<li><strong>Broadcast</strong> in the mass media (tv shows, films, etc.)</li>\n</ul>\n\n<p><strong>n.b. </strong>Please&nbsp;contact us beforehand if there are any questions or uncertainties<strong> </strong>about the terms of use.&nbsp;</p>\n\n<p>The <strong>source of the images must be acknowledged</strong> by citing the following article:</p>\n\n<p>Michael J. Lyons, Miyuki Kamachi, Jiro Gyoba.<br>\n<strong>Coding Facial Expressions with Gabor Wavelets (IVC Special Issue)</strong><br>\n<em>arXiv:2009.05938</em>&nbsp;(2020)&nbsp;<a href=\"https://arxiv.org/pdf/2009.05938.pdf\">https://arxiv.org/pdf/2009.05938.pdf</a></p>\n\n<p><strong>When applying to download the data, you must provide the following:</strong></p>\n\n<ul>\n\t<li><strong>Your name</strong></li>\n\t<li>Name and location of your <strong>university or research institute</strong></li>\n\t<li>Your <strong>position</strong> (e.g. graduate student, research assistant, professor, etc...)</li>\n\t<li>Brief but specific description of the <strong>research project&nbsp;</strong></li>\n</ul>\n\n<p><strong>If you do not provide all of the required&nbsp;information, or if your proposed use&nbsp;is not specified, your request will be rejected.</strong></p>\n\n<p><strong>n.b.&nbsp;JAFFE cannot be provided&nbsp;for the following:</strong></p>\n\n<ul>\n\t<li>homework&nbsp;</li>\n\t<li>course projects</li>\n\t<li>undergraduate&nbsp;projects</li>\n\t<li>personal use</li>\n</ul>\n\n<p>&nbsp;</p>\n\n<p>&nbsp;</p>", 
    "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"
    ], 
    "keywords": [
      "facial expression images", 
      "image datasets", 
      "facial expression recognition", 
      "facial expression cognition", 
      "emotion", 
      "affect"
    ], 
    "publication_date": "1998-04-14", 
    "creators": [
      {
        "orcid": "0000-0002-7426-0628", 
        "affiliation": "Ritsumeikan University", 
        "name": "Lyons, Michael"
      }, 
      {
        "affiliation": "Kogakuin University", 
        "name": "Kamachi, Miyuki"
      }, 
      {
        "orcid": "0000-0003-4198-6323", 
        "affiliation": "Tohoku University", 
        "name": "Gyoba, Jiro"
      }
    ], 
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