Variational B-spline level-set method for fast image segmentation

@article{Bernard2008VariationalBL,
  title={Variational B-spline level-set method for fast image segmentation},
  author={Olivier Bernard and Denis Friboulet and Philippe Th{\'e}venaz and Michael Unser},
  journal={2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro},
  year={2008},
  pages={177-180}
}
In the field of image segmentation, most of level-set-based active contour approaches are based on a discrete representation of the associated implicit function. We present in this paper a different formulation where the level-set is modelled as a continuous parametric function expressed on a B-spline basis. Starting from the Mumford-Shah energy functional, we show that this formulation allows computing the solution as a restriction of the variational problem on the space spanned by the B… CONTINUE READING