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Existence and uniqueness of weak solutions for novel anisotropic nonlinear diffusion equations related to image analysis - MaRDI portal

Existence and uniqueness of weak solutions for novel anisotropic nonlinear diffusion equations related to image analysis (Q2034490)

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scientific article; zbMATH DE number 7361852
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Existence and uniqueness of weak solutions for novel anisotropic nonlinear diffusion equations related to image analysis
scientific article; zbMATH DE number 7361852

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    Existence and uniqueness of weak solutions for novel anisotropic nonlinear diffusion equations related to image analysis (English)
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    22 June 2021
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    Summary: This paper establishes the existence and uniqueness of weak solutions for the initial-boundary value problem of anisotropic nonlinear diffusion partial differential equations related to image processing and analysis. An implicit iterative method combined with a variational approach has been applied to construct approximate solutions for this problem. Then, under some a priori estimates and a monotonicity condition, the existence of unique weak solutions for this problem has been proven. This work has been complemented by a consistent and stable approximation scheme showing its great significance as an image restoration technique.
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