On the Discrete Maximum Principle for the Beltrami Color Flow |
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Authors: | Lorina Dascal Adi Ditkowski Nir A. Sochen |
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Affiliation: | (1) Department of Computer Science, Technion-Israel Institute of Technology, Technion City, Haifa, 32000, Israel;(2) Department of Applied Mathematics, Tel Aviv University, Ramat-Aviv, Tel-Aviv, 69978, Israel |
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Abstract: | We analyze the discrete maximum principle for the Beltrami color flow. The Beltrami flow can display linear as well as nonlinear behavior according to the values of a parameter β, which represents the ratio between spatial and color distances. In general, the standard schemes fail to satisfy the discrete maximum principle. In this work we show that a nonnegative second order difference scheme can be built for this flow only for small β, i.e. linear-like diffusion. Since this limitation is too severe, we construct a novel finite difference scheme, which is not nonnegative and satisfies the discrete maximum principle for all values of β. Numerical results support the analysis. |
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Keywords: | Nonlinear parabolic differential equations Color image analysis Discrete maximum principle Nonnegative finite difference scheme |
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