Effect of Regularization in Neuro-fuzzy Computerized Tomography

Abstract

A method of computerized tomography using the neuro-fuzzy model was proposed for the reconstruction of smooth distribution of some material parameters. Unfortunately, detailed pictures of the spatial distribution is hard to reconstruct from very small number of projection data. In this paper we discuss the effectiveness of regularization conditions in the neuro-fuzzy computerized tomography.