{
  "id": 125842,
  "title": "(Research question) Is there deepfake image segmentation paper?",
  "url": "/competitions/deepfake-detection-challenge/discussion/125842",
  "author_name": "",
  "post_date": "2020-01-14T03:32:06.966336800Z",
  "votes": 1,
  "comment_count": 5,
  "views": 0,
  "content": "<p>This is a research question not for the challenge.\nUnlike other GAN generated images, Deepfake models are specifically focusing on the facial part. So I suppose we can build a segmentation model. to detect how the images are distorted by deepfake ones. But I can't find any of the deepfake image segmentation paper. \nDoes anyone know the paper that related to deepfake image (or video) segmentation? or I suppose I will research on this subject on my graduate thesis.</p>",
  "messages": [
    {
      "id": "718127",
      "postDate": "01/14/2020 03:32:06",
      "content": "<p>This is a research question not for the challenge.\nUnlike other GAN generated images, Deepfake models are specifically focusing on the facial part. So I suppose we can build a segmentation model. to detect how the images are distorted by deepfake ones. But I can't find any of the deepfake image segmentation paper. \nDoes anyone know the paper that related to deepfake image (or video) segmentation? or I suppose I will research on this subject on my graduate thesis.</p>",
      "rawMarkdown": "This is a research question not for the challenge.\nUnlike other GAN generated images, Deepfake models are specifically focusing on the facial part. So I suppose we can build a segmentation model. to detect how the images are distorted by deepfake ones. But I can't find any of the deepfake image segmentation paper. \nDoes anyone know the paper that related to deepfake image (or video) segmentation? or I suppose I will research on this subject on my graduate thesis.",
      "votes": null
    },
    {
      "id": "718158",
      "postDate": "01/14/2020 05:15:51",
      "content": "<p><a href=\"https://arxiv.org/pdf/1910.12467.pdf\">https://arxiv.org/pdf/1910.12467.pdf</a>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F1258264%2F84bb468aa56e1e993fab0deacfe9b00f%2FTIM20200114131421.png?generation=1578978946270818&amp;alt=media\" alt=\"\"></p>\n\n<p>I guess this might help, good luck!</p>",
      "rawMarkdown": "https://arxiv.org/pdf/1910.12467.pdf\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F1258264%2F84bb468aa56e1e993fab0deacfe9b00f%2FTIM20200114131421.png?generation=1578978946270818&amp;alt=media)\n\nI guess this might help, good luck!",
      "votes": null
    },
    {
      "id": "718222",
      "postDate": "01/14/2020 07:30:12",
      "content": "<p>Thank you for your answer! You are the best. How did you find that paper?👍 </p>",
      "rawMarkdown": "Thank you for your answer! You are the best. How did you find that paper?👍",
      "votes": null
    },
    {
      "id": "718278",
      "postDate": "01/14/2020 08:37:53",
      "content": "<p>It's a review assignment for a course, accidentally found</p>",
      "rawMarkdown": "It's a review assignment for a course, accidentally found",
      "votes": null
    },
    {
      "id": "727078",
      "postDate": "01/23/2020 12:51:15",
      "content": "<p><a href=\"/feifeizaici\">@feifeizaici</a> any git hub repository for htis ?</p>",
      "rawMarkdown": "feifeizaici any git hub repository for htis ?",
      "votes": null
    },
    {
      "id": "727226",
      "postDate": "01/23/2020 14:43:25",
      "content": "<p><a href=\"/jaideepvalani\">@jaideepvalani</a>  <a href=\"https://github.com/nii-yamagishilab/Capsule-Forensics-v2\">https://github.com/nii-yamagishilab/Capsule-Forensics-v2</a></p>",
      "rawMarkdown": "jaideepvalani  https://github.com/nii-yamagishilab/Capsule-Forensics-v2",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 718158,
      "author_name": "feifeizaici",
      "author_url": "",
      "post_date": "01/14/2020 05:15:51",
      "content": "<p><a href=\"https://arxiv.org/pdf/1910.12467.pdf\">https://arxiv.org/pdf/1910.12467.pdf</a>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F1258264%2F84bb468aa56e1e993fab0deacfe9b00f%2FTIM20200114131421.png?generation=1578978946270818&amp;alt=media\" alt=\"\"></p>\n\n<p>I guess this might help, good luck!</p>",
      "votes": null,
      "replies": [
        {
          "id": 718222,
          "author_name": "choonje",
          "author_url": "",
          "post_date": "01/14/2020 07:30:12",
          "content": "<p>Thank you for your answer! You are the best. How did you find that paper?👍 </p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 718278,
          "author_name": "feifeizaici",
          "author_url": "",
          "post_date": "01/14/2020 08:37:53",
          "content": "<p>It's a review assignment for a course, accidentally found</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 727078,
          "author_name": "jaideepvalani",
          "author_url": "",
          "post_date": "01/23/2020 12:51:15",
          "content": "<p><a href=\"/feifeizaici\">@feifeizaici</a> any git hub repository for htis ?</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 727226,
          "author_name": "feifeizaici",
          "author_url": "",
          "post_date": "01/23/2020 14:43:25",
          "content": "<p><a href=\"/jaideepvalani\">@jaideepvalani</a>  <a href=\"https://github.com/nii-yamagishilab/Capsule-Forensics-v2\">https://github.com/nii-yamagishilab/Capsule-Forensics-v2</a></p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "718127": "This is a research question not for the challenge.\nUnlike other GAN generated images, Deepfake models are specifically focusing on the facial part. So I suppose we can build a segmentation model. to detect how the images are distorted by deepfake ones. But I can't find any of the deepfake image segmentation paper. \nDoes anyone know the paper that related to deepfake image (or video) segmentation? or I suppose I will research on this subject on my graduate thesis.",
    "718158": "https://arxiv.org/pdf/1910.12467.pdf\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F1258264%2F84bb468aa56e1e993fab0deacfe9b00f%2FTIM20200114131421.png?generation=1578978946270818&amp;alt=media)\n\nI guess this might help, good luck!",
    "718222": "Thank you for your answer! You are the best. How did you find that paper?👍",
    "718278": "It's a review assignment for a course, accidentally found",
    "727078": "feifeizaici any git hub repository for htis ?",
    "727226": "jaideepvalani  https://github.com/nii-yamagishilab/Capsule-Forensics-v2"
  },
  "source": "meta"
}