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Research Papers
Existence theory for the EED inpainting problem
M. Bildhauer, M. Cárdenas, M. Fuchs, J. Weickert Saarland University, Faculty Math. and Computer Sci., 66041 Saarbrücken, Germany
Abstract:
An existence theory is developed for an elliptic boundary value problem in image analysis known as edge-enhancing diffusion (EED) inpainting. The EED inpainting problem aims at restoration missing data in an image as the steady state of a nonlinear anisotropic diffusion process where the known data provide Dirichlet boundary conditions. The existence of a weak solution is established by applying the Leray–Schauder fixed point theorem, and it is shown that the set of all possible weak solutions is bounded. Moreover, it is demonstrated that under certain conditions the sequences resulting from iterative application of the operator from the existence theory contain convergent subsequences.
Keywords:
boundary value problems, anisotropic diffusion, Leray–Schauder fixed point theorem, inpainting, image restoration, image compression.
Received: 05.06.2019
Citation:
M. Bildhauer, M. Cárdenas, M. Fuchs, J. Weickert, “Existence theory for the EED inpainting problem”, Algebra i Analiz, 32:3 (2020), 127–148; St. Petersburg Math. J., 32:3 (2021), 481–497
Linking options:
https://www.mathnet.ru/eng/aa1702 https://www.mathnet.ru/eng/aa/v32/i3/p127
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