Generalizations of p-Laplace operator for image enhancement: Part 2
2020 (English)In: Communications on Pure and Applied Analysis, ISSN 1534-0392, E-ISSN 1553-5258, Vol. 19, no 7, p. 3477-3500Article in journal (Refereed) Published
Abstract [en]
We have in a previous study introduced a novel elliptic operator Δ(p,q)u=|∇u|qΔ1u+(p−1)|∇u|p−2Δ∞u, p≥1, q≥0, as a generalization of the p-Laplace operator. In this paper, we establish the well-posedness of the parabolic equation ut=|∇u|1−qΔ(1+q,q), where q=q(|∇u|) is continuous and has range in [0,1],in the framework of viscosity solutions. We prove the consistency and convergence of the numerical scheme of finite differences of this parabolic equation. Numerical simulations shows the advantage of this operator applied to image enhancement.
Place, publisher, year, edition, pages
Springfield, MO, United States: AIMS Press , 2020. Vol. 19, no 7, p. 3477-3500
Keywords [en]
p-Laplace operator, parabolic equations, viscosity solutions, image denoising, inpainting, Perona-Malik equations, inverse problems.
National Category
Mathematical Analysis
Identifiers
URN: urn:nbn:se:liu:diva-184313DOI: 10.3934/cpaa.2020152ISI: 000530031300002Scopus ID: 2-s2.0-85090875427OAI: oai:DiVA.org:liu-184313DiVA, id: diva2:1651445
2022-04-122022-04-122022-04-21Bibliographically approved