Minimal Lipschitz and ∞-harmonic extensions of vector-valued functions on finite graphs

被引:1
|
作者
Bacak, Miroslav [1 ]
Hertrich, Johannes [2 ]
Neumayer, Sebastian [2 ]
Steidl, Gabriele [2 ,3 ]
机构
[1] Max Planck Inst Math Sci, Inselstr 22, D-04103 Leipzig, Germany
[2] TU Kaiserslautern, Dept Math, Paul Ehrlich Str 31, D-67663 Kaiserslautern, Germany
[3] Fraunhofer ITWM, Fraunhofer Pl 1, D-67663 Kaiserslautern, Germany
关键词
p-Laplacian; infinity-Laplacian; graph Laplacian; infinity-harmonic extension; absolutely minimal Lipschitz extension; midrange filter; image inpainting; non-local techniques; IMAGE; LAPLACIAN; ALGORITHM; COMPRESSION; CONVERGENT;
D O I
10.1093/imaiai/iaz033
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
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 -> infinity. Furthermore, we examine the relation between minimal Lipschitz extensions and iterated weighted midrange filters and address their connection to infinity-Laplacians for scalar valued functions. A convergence proof for an iterative algorithm proposed by Elmoataz et al. (2014) for finding the zero of the infinity-Laplacian is given. Finally, we present applications in image inpainting.
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页码:935 / 959
页数:25
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