4.5 Article

Transport of relational structures in groups of diffeomorphisms

期刊

出版社

SPRINGER
DOI: 10.1007/s10851-008-0074-5

关键词

groups of diffeomorphisms; Jacobi fields; image registration; shape analysis; deformable templates

资金

  1. NCRR NIH HHS [P41 RR015241] Funding Source: Medline
  2. NHLBI NIH HHS [R24 HL085343, R24 HL085343-02] Funding Source: Medline
  3. NIBIB NIH HHS [R01 EB000975] Funding Source: Medline
  4. NIMH NIH HHS [R01 MH064838] Funding Source: Medline
  5. NATIONAL CENTER FOR RESEARCH RESOURCES [P41RR015241] Funding Source: NIH RePORTER
  6. NATIONAL HEART, LUNG, AND BLOOD INSTITUTE [R24HL085343] Funding Source: NIH RePORTER
  7. NATIONAL INSTITUTE OF BIOMEDICAL IMAGING AND BIOENGINEERING [R01EB000975] Funding Source: NIH RePORTER
  8. NATIONAL INSTITUTE OF MENTAL HEALTH [R01MH064838] Funding Source: NIH RePORTER

向作者/读者索取更多资源

This paper focuses on the issue of translating the relative variation of one shape with respect to another in a template centered representation. The context is the theory of Diffeomorphic Pattern Matching which provides a representation of the space of shapes of objects, including images and point sets, as an infinite dimensional Riemannian manifold which is acted upon by groups of diffeomorphisms. We discuss two main options for achieving our goal; the first one is the parallel translation, based on the Riemannian metric; the second one, based on the group action, is the coadjoint transport. These methods are illustrated with 3D experiments.

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