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

被引:12
作者
Zhang, Dazhi [1 ]
Shi, Kehan [2 ]
Guo, Zhichang [1 ]
Wu, Boying [1 ]
机构
[1] Harbin Inst Technol, Dept Math, Harbin 150001, Heilongjiang, Peoples R China
[2] China Jiliang Univ, Dept Math, Hangzhou 310018, Peoples R China
基金
美国国家科学基金会; 黑龙江省自然科学基金;
关键词
Elliptic system; Discontinuous variable exponent; L-1; data; Image denoising; EQUATIONS; EXISTENCE; SPACES;
D O I
10.1016/j.nonrwa.2019.05.012
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
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 p- > max{1, N/3}, where p- := ess inf (x is an element of Omega)p(x) and N is the dimension of Omega, we prove the existence and uniqueness of weak solutions for the homogeneous Neumann boundary value problem with discontinuous variable exponent p(x) and L-1 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. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:448 / 468
页数:21
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