{
  "id": 154859,
  "title": "DullRazor algorithm to remove hair occlusions",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/154859",
  "author_name": "",
  "post_date": "2020-05-30T05:34:35.458322500Z",
  "votes": 14,
  "comment_count": 4,
  "views": 0,
  "content": "<p>Several images / melanomas are occluded by <strong>hair</strong>, which affects AUC score.\nDullRazor algorithm can be used to automatically remove such hair and replace the pixels using bilinear interpolation followed by adaptive median filter smoothing.</p>\n\n<p>Download ready-to-use <a href=\"http://www.dermweb.com/dull_razor/\">compiled software</a>\nSee <a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0010482597000206\">research paper</a></p>\n\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F656212%2F2b0dede560b150bf2c97a88b6e61fe04%2Fcompetitions_20270_1222630_jpeg_test_ISIC_0052060.jpg?generation=1590816846998649&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": "867230",
      "postDate": "05/30/2020 05:34:35",
      "content": "<p>Several images / melanomas are occluded by <strong>hair</strong>, which affects AUC score.\nDullRazor algorithm can be used to automatically remove such hair and replace the pixels using bilinear interpolation followed by adaptive median filter smoothing.</p>\n\n<p>Download ready-to-use <a href=\"http://www.dermweb.com/dull_razor/\">compiled software</a>\nSee <a href=\"https://www.sciencedirect.com/science/article/abs/pii/S0010482597000206\">research paper</a></p>\n\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F656212%2F2b0dede560b150bf2c97a88b6e61fe04%2Fcompetitions_20270_1222630_jpeg_test_ISIC_0052060.jpg?generation=1590816846998649&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "Several images / melanomas are occluded by **hair**, which affects AUC score.\nDullRazor algorithm can be used to automatically remove such hair and replace the pixels using bilinear interpolation followed by adaptive median filter smoothing.\n\nDownload ready-to-use [compiled software](http://www.dermweb.com/dull_razor/)\nSee [research paper](https://www.sciencedirect.com/science/article/abs/pii/S0010482597000206)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F656212%2F2b0dede560b150bf2c97a88b6e61fe04%2Fcompetitions_20270_1222630_jpeg_test_ISIC_0052060.jpg?generation=1590816846998649&amp;alt=media)",
      "votes": null
    },
    {
      "id": "867335",
      "postDate": "05/30/2020 07:13:57",
      "content": "<p>Thanks for sharing. I used this software before and it worked pretty well for single images. Do you know how would it be possible to use it in batch from (apply it on several images at a time)? </p>",
      "rawMarkdown": "Thanks for sharing. I used this software before and it worked pretty well for single images. Do you know how would it be possible to use it in batch from (apply it on several images at a time)?",
      "votes": null
    },
    {
      "id": "867356",
      "postDate": "05/30/2020 07:46:45",
      "content": "<p>have anybody do some image preprocess fo for this case with python?</p>",
      "rawMarkdown": "have anybody do some image preprocess fo for this case with python?",
      "votes": null
    },
    {
      "id": "973113",
      "postDate": "08/17/2020 05:55:12",
      "content": "<p><a href=\"https://github.com/sunnyshah2894/DigitalHairRemoval/blob/master/DigitalHairRemoval.py\" target=\"_blank\">https://github.com/sunnyshah2894/DigitalHairRemoval/blob/master/DigitalHairRemoval.py</a></p>",
      "rawMarkdown": "https://github.com/sunnyshah2894/DigitalHairRemoval/blob/master/DigitalHairRemoval.py",
      "votes": null
    },
    {
      "id": "2528206",
      "postDate": "11/17/2023 07:33:17",
      "content": "<p>did you get answer of your question if yes plz share</p>",
      "rawMarkdown": "did you get answer of your question if yes plz share",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 867335,
      "author_name": "ipateam",
      "author_url": "",
      "post_date": "05/30/2020 07:13:57",
      "content": "<p>Thanks for sharing. I used this software before and it worked pretty well for single images. Do you know how would it be possible to use it in batch from (apply it on several images at a time)? </p>",
      "votes": null,
      "replies": [
        {
          "id": 2528206,
          "author_name": "swatimishra2019",
          "author_url": "",
          "post_date": "11/17/2023 07:33:17",
          "content": "<p>did you get answer of your question if yes plz share</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 867356,
      "author_name": "",
      "author_url": "",
      "post_date": "05/30/2020 07:46:45",
      "content": "<p>have anybody do some image preprocess fo for this case with python?</p>",
      "votes": null,
      "replies": [
        {
          "id": 973113,
          "author_name": "kunduruanil",
          "author_url": "",
          "post_date": "08/17/2020 05:55:12",
          "content": "<p><a href=\"https://github.com/sunnyshah2894/DigitalHairRemoval/blob/master/DigitalHairRemoval.py\" target=\"_blank\">https://github.com/sunnyshah2894/DigitalHairRemoval/blob/master/DigitalHairRemoval.py</a></p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "867230": "Several images / melanomas are occluded by **hair**, which affects AUC score.\nDullRazor algorithm can be used to automatically remove such hair and replace the pixels using bilinear interpolation followed by adaptive median filter smoothing.\n\nDownload ready-to-use [compiled software](http://www.dermweb.com/dull_razor/)\nSee [research paper](https://www.sciencedirect.com/science/article/abs/pii/S0010482597000206)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F656212%2F2b0dede560b150bf2c97a88b6e61fe04%2Fcompetitions_20270_1222630_jpeg_test_ISIC_0052060.jpg?generation=1590816846998649&amp;alt=media)",
    "867335": "Thanks for sharing. I used this software before and it worked pretty well for single images. Do you know how would it be possible to use it in batch from (apply it on several images at a time)?",
    "867356": "have anybody do some image preprocess fo for this case with python?",
    "973113": "https://github.com/sunnyshah2894/DigitalHairRemoval/blob/master/DigitalHairRemoval.py",
    "2528206": "did you get answer of your question if yes plz share"
  },
  "source": "meta"
}