Title of article
A Semi-Lagrangian approximation for the AMSS model of image processing
Author/Authors
Carlini، نويسنده , , Elisabetta and Ferretti، نويسنده , , Roberto، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2013
Pages
17
From page
16
To page
32
Abstract
Among the various nonlinear image filtering techniques, the Affine Morphological Scale Space (AMSS) model is characterized by especially appealing theoretical properties. In this paper we propose a Semi-Lagrangian scheme to approximate the AMSS model, prove convergence of its monotone version and apply it to some typical problem of image filtering. We also carry out a comparison with the Level Lines Affine Shortening implementation of the AMSS model, as well as with other nonlinear filtering techniques, namely the Mean Curvature equation and the Perona–Malik model.
Keywords
Affine Morphological Scale Space , image processing , Level set methods , Semi-Lagrangian schemes , Convergence
Journal title
Applied Numerical Mathematics
Serial Year
2013
Journal title
Applied Numerical Mathematics
Record number
1529854
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