Special Session 145: 

Volume reconstruction from slices

Elie Bretin
ICJ, INSA de LYon
France
Co-Author(s):    F. Dayrens and Simon Masnou
Abstract:
Reconstructing a 3D volume from 2D slices is a classical problem in medical imaging. In a joint work with Fran\c cois Dayrens and Simon Masnou, we propose a variational model involving a geometric surface regularization term, typically the perimeter or the Willmore energy, and density constraints for the slices. We then explain how to approximate this optimization problem using a phase field model, for which, a Gamma convergence results can be established in the case of perimeter. We propose also an efficient numerical scheme, whose performances are illustrated on various examples involving various types of slices