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Finite element approximation of a forward and backward anisotropic diffusion model in image denoising and form generalization
Authors:Carsten Ebmeyer  Jens Vogelgesang
Abstract:A new forward–backward anisotropic diffusion model is introduced. The two limit cases are the Perona‐Malik equation and the Total Variation flow model. A fully discrete finite element scheme is studied using C0‐piecewise linear elements in space and the backward Euler difference scheme in time. A priori estimates are proven. Numerical results in image denoising and form generalization are presented.© 2007 Wiley Periodicals, Inc. Numer Methods Partial Differential Eq, 2008
Keywords:anisotropic diffusion model  DEM  form generalization  forward–  backward equation  full discretization scheme  image processing
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