• DocumentCode
    3099433
  • Title

    Adaptive meshes and nonrigid motion computation

  • Author

    Benayoun, S. ; Ayache, N. ; Cohen, I.

  • Author_Institution
    Epidaure Project, Inst. Nat. de Recherche en Inf. et Autom., Sophia-Antipolis, France
  • Volume
    1
  • fYear
    1994
  • fDate
    9-13 Oct 1994
  • Firstpage
    730
  • Abstract
    We describe a new method for computing displacement field for sequences of temporal images. It involves minimizing the energy defined on the space of correspondence functions. This energy is divided in two terms: one which matches the contour points and particularly high curvature points, and one which regularizes the field. We introduce an adaptive mesh the resolution of which depends on the presence of edges and/or points of high curvature, and we show how to use it to reduce the computational time for our method. We present experimental results on medical images which prove the validity of the approach and the accuracy of the computed displacement fields
  • Keywords
    image sequences; adaptive meshes; contour points matching; correspondence functions; curvature points; energy minimisation; finite element method; medical images; nonrigid motion estimation; temporal image sequences; Application software; Biomedical imaging; Computer vision; Energy resolution; Finite element methods; Heart beat; Medical diagnosis; Medical diagnostic imaging; Minimization methods; Tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1994. Vol. 1 - Conference A: Computer Vision & Image Processing., Proceedings of the 12th IAPR International Conference on
  • Conference_Location
    Jerusalem
  • Print_ISBN
    0-8186-6265-4
  • Type

    conf

  • DOI
    10.1109/ICPR.1994.576422
  • Filename
    576422