Anisotropic Regularization of Posterior Probability Maps Using Vector Space Projections. Application to MRI Segmentation

Abstract

In this paper we address the problem of regularized data classification. To this extent we propose to regularize spatially the classposterior probability maps, to be used by a MAP classification rule, by applying a non-iterative anisotropic filter to each of the class-posterior maps. Since the filter cannot guarantee that the smoothed maps preserve their… (More)
DOI: 10.1007/978-3-540-45210-2_54

Topics

5 Figures and Tables

Slides referencing similar topics