Article ID Journal Published Year Pages File Type
4645257 Applied Numerical Mathematics 2013 17 Pages PDF
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.

Related Topics
Physical Sciences and Engineering Mathematics Computational Mathematics