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
Link To Document