English

Some properties of minimizers for the Chan-Esedoglu L1TV functional

Optimization and Control 2007-10-23 v1 Analysis of PDEs Classical Analysis and ODEs

Abstract

We present two results characterizing minimizers of the Chan-Esedoglu L1TV functional F(u)udx+λufdxF(u) \equiv \int |\nabla u | dx + \lambda \int |u - f| dx ; u,f:RnRu,f:\Bbb{R}^n \to \Bbb{R}. If we restrict to u=χΣu = \chi_{\Sigma} and f=χΩf = \chi_{\Omega}, Σ,ΩRn\Sigma, \Omega \in \Bbb{R}^n, the L1L^1TV functional reduces to E(Σ)=\Per(Σ)+λΣΩE(\Sigma) = \Per(\Sigma) + \lambda |\Sigma\vartriangle \Omega |. We show that there is a minimizer Σ\Sigma such that its boundary Σ\partial\Sigma lies between the union of all balls of radius nλ\frac{n}{\lambda} contained in Ω\Omega and the corresponding union of nλ\frac{n}{\lambda}-balls in Ωc\Omega^c. We also show that if a ball of radius nλ+ϵ\frac{n}{\lambda} + \epsilon is almost contained in Ω\Omega, a slightly smaller concentric ball can be added to Σ\Sigma to get another minimizer. Finally, we comment on recent results Allard has obtained on L1L^1TV minimizers and how these relate to our results.

Keywords

Cite

@article{arxiv.0710.3980,
  title  = {Some properties of minimizers for the Chan-Esedoglu L1TV functional},
  author = {Kevin R. Vixie},
  journal= {arXiv preprint arXiv:0710.3980},
  year   = {2007}
}