{
  "abstract": "Various metrics have been proposed in the literature for performing intrinsic automatic image to image registration. Among these measures, mutual information is a very popular one because of its robustness and accuracy for a wide variety of applications. In this paper, we propose a filter for performing non-rigid registration by estimating a dense deformation field derived from the mutual information metric. This filter takes place in the ITK PDE deformable registration design like the Demons algorithm of Thirion. We also show how the concept of metric flow is conceptually linked to the concept of metric derivative for a prior transformation model by the transformation jacobian. We also suggest a sparse implementation of the GetJacobian() method for reducing the computation time of a metric derivative for local transformations models.",
  "authors": [
    {
      "author_fullname": "De Craene, Mathieu",
      "author_place": 1,
      "persona_email": "decraene@gmail.com",
      "persona_firstname": "Mathieu ",
      "persona_id": 5877,
      "persona_lastname": "De craene"
    },
    {
      "author_fullname": "du Bois d'Aische, Aloys",
      "author_place": 2,
      "persona_email": "duboisda@tele.ucl.ac.be",
      "persona_firstname": "Aloys",
      "persona_id": 165,
      "persona_lastname": "Du bois d'aische"
    },
    {
      "author_fullname": "Macq, Benoit",
      "author_place": 3,
      "persona_id": null
    },
    {
      "author_fullname": "Warfield, Simon K",
      "author_place": 4,
      "persona_email": "simon.warfield@childrens.harvard.edu",
      "persona_firstname": "Simon",
      "persona_id": 514,
      "persona_lastname": "Warfield"
    }
  ],
  "categories": [],
  "comments": [],
  "date_submitted": "2006-03-08T10:37:57Z",
  "journals": [
    {
      "journal_id": 3,
      "journal_name": "The Insight Journal"
    }
  ],
  "license": "You are licensing your work to Kitware Inc. under the\nCreative Commons Attribution License Version 3.0.\n\nKitware Inc. agrees to the following:\n\nKitware is free\n * to copy, distribute, display, and perform the work\n * to make derivative works\n * to make commercial use of the work\n\nUnder the following conditions:\n\\\"by Attribution\\\" - Kitware must attribute the work in the manner specified by the author or licensor.\n\n * For any reuse or distribution, they must make clear to others the license terms of this work.\n * Any of these conditions can be waived if they get permission from the copyright holder.\n\nYour fair use and other rights are in no way affected by the above.\n\nThis is a human-readable summary of the Legal Code (the full license) available at\nhttp://creativecommons.org/licenses/by/3.0/legalcode",
  "publication_id": 83,
  "reviews": [],
  "revisions": [
    {
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          "unstructured": "Fast non-rigid matching by gradient descent : study and improvements of the ”demons” algorithm+Technical Report 3706+1999+1+P. Cachier+X. Pennec+N. Ayache"
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          "doi": "10.1007/978-3-540-30135-6_103",
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          "score": 121.175995,
          "unstructured": "Improved non-rigid registration of prostate mri+France. 3.2+3216+845+852+2004+A. du Bois d'Aische+S. M. De Craene+N. Haker+C. Weisenfeld+B. Tempany+S. K. Macq+Warfield"
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          "unstructured": "Registration of 3D Intraoperative MR Images of the Brain Using a Finite Element Biomechanical Model+IEEE Trans Med Imag+3+1+1397+Dec 2001+4+Matthieu Ferrant+Ron Jolesz+Kikinis+K. Simon+Warfield"
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          "unstructured": "A variational approach to multimodal image matching+Technical report+Feb 2001+1+2+2+Gerardo Hermosillo+and Olivier Faugeras"
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          "unstructured": "second edition+2005+2+3+L. Ibanez+W. Schroeder+L. Ng+J. Cates"
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          "key": "ref7",
          "score": 93.26821,
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        },
        {
          "doi": "10.1016/s1361-8415(01)80026-8",
          "key": "ref8",
          "score": 89.52604,
          "unstructured": "A survey of medical image registration+Medical Image Analysis+2+1+1+36+1998+J. B. A. Maintz+M. A. Viergever"
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          "doi": "10.1109/tmi.2003.809072",
          "key": "ref9",
          "score": 137.62915,
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        },
        {
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          "score": 103.11325,
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        },
        {
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      ],
      "dapp": null,
      "dataset": null,
      "doi": "10.54294/ylm7zt",
      "handle": "1926/183",
      "source_code": "bafybeidvlyrakrcorhblr62y5fo7vpmflqsnrgxhrkj63urouzgywfqrj4",
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  "submitted_by_author": {
    "author_email": "decraene@tele.ucl.ac.be",
    "author_firstname": "Mathieu",
    "author_fullname": "Decraene, Mathieu",
    "author_id": 263,
    "author_institution": "universite catholique de louvain - communications and remote sensing lab",
    "author_lastname": "Decraene"
  },
  "tags": [
    "Non-rigid registration",
    "Metric flow",
    "Local Jacobian"
  ],
  "title": "Incorporating Metric Flows and Sparse Jacobian Transformations in ITK"
}