Minimal Lipschitz and ∞-harmonic extensions of vector-valued functions on finite graphs
Miroslav Bačák, Johannes Hertrich, Sebastian Neumayer, Gabriele Steidl · Information and Inference A Journal of the IMA · 2020
Abstract This paper deals with extensions of vector-valued functions on finite graphs fulfilling distinguished minimality properties. We show that so-called $\mathrm{lex}$ and $L\mbox{-}\mathrm{lex}$ minimal extensions are actually the same and call them minimal Lipschitz extensions. Then, we prove that the solution of the graph $p$-Laplacians converge to these extensions as $p\to \infty$. Furthermore, we examine the relation between minimal Lipschitz extensions and iterated weighted midrange filters and address their connection to $\infty$-Laplacians for scalar-valued functions. A convergence proof for an iterative algorithm proposed by Elmoataz et al. (2014) for finding the zero of the $\infty$-Laplacian is given. Finally, we present applications in image inpainting.