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A class of elliptic systems with discontinuous variable exponents and L1 data for image denoising

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Abstract

This paper investigates a class of elliptic systems consisting of the p(x)-Laplacian equation and the Poisson equation for image denoising. Under the assumption that [Formula presented] and N is the dimension of Ω, we prove the existence and uniqueness of weak solutions for the homogeneous Neumann boundary value problem with discontinuous variable exponent p(x) and L1 data. The proof, which is based on Schauder's fixed-point theorem, also provides an iterative scheme for solving the system numerically. Experimental results illustrate that the proposed system with piecewise constant p(x) performs better than commonly used smooth p(x) in image denoising.

Original languageEnglish
Pages (from-to)448-468
Number of pages21
JournalNonlinear Analysis: Real World Applications
Volume50
DOIs
StatePublished - Dec 2019

Keywords

  • Discontinuous variable exponent
  • Elliptic system
  • Image denoising
  • L data

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