On the Existence and Uniqueness of Weak Solutions of a Coupled Diffusion System Related to Image Restoration

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On the Existence and Uniqueness of Weak Solutions of a Coupled Diffusion System Related to Image Restoration

On the Existence and Uniqueness of Weak Solutions of a Coupled Diffusion System Related to Image Restoration

Author : Dr Sudeb Majee

Year : 2024

Publisher : American Institute of Mathematical Sciences

Source Title : Inverse Problems and Imaging

Document Type :

Abstract

In this study, the existence and uniqueness of the weak solution of a coupled diffusion system is presented. Since the considered problem is coupled and nonlinear, first we consider a corresponding linearized problem and then use a weak convergence method with Schauder fixed-point theorem to prove the existence of a weak solution of the underlying problem in an appropriate Hilbert space. Moreover, the computational experiments show that the considered model could be applied to image restoration problems.