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
Link To Document :
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