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arxiv: 1903.04873 · v1 · pith:CTPSR7WHnew · submitted 2019-03-12 · 🧮 math.NA · cs.NA

Minimal Lipschitz and infty-Harmonic Extensions of Vector-Valued Functions on Finite Graphs

classification 🧮 math.NA cs.NA
keywords extensionsinftyminimalfunctionslipschitzfinitegraphslaplacians
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This paper deals with extensions of vector-valued functions on finite graphs fulfilling distinguished minimality properties. We show that so-called lex and L-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.

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