• DocumentCode
    3707221
  • Title

    New parametric 3D snake for medical segmentation of structures with cylindrical topology

  • Author

    Daniel Schmitter;Christophe Gaudet-Blavignac;Davide Piccini;Michael Unser

  • Author_Institution
    Biomed. Imaging Group, Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
  • fYear
    2015
  • Firstpage
    276
  • Lastpage
    280
  • Abstract
    We propose a new parametric 3D snake with cylindrical topology. Its construction is based on interpolatory basis functions which facilitates user-interaction because the control points of the snake directly lie on the surface of the deformable cylinder. We prove that the basis functions exactly reproduce a cylinder and propose a new parametrization as a tensor-product spline surface. We provide explicit formulas for the energy function based on Green´s theorem that speed up the computation of the optimization algorithm. We have implemented the proposed framework as a freely available open-source plugin for the bioimaging platform Icy. Its utility has been tested on phantom data as well as on real 3D data to segment the spinal cord and the descending aorta.
  • Keywords
    "Three-dimensional displays","Splines (mathematics)","Biomedical imaging","Image segmentation","Spinal cord","Polynomials","Magnetic resonance imaging"
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ICIP.2015.7350803
  • Filename
    7350803