Article ID Journal Published Year Pages File Type
4605571 Applied and Computational Harmonic Analysis 2010 22 Pages PDF
Abstract

A linear method for inverting noisy observations of the Radon transform is developed based on decomposition systems (needlets) with rapidly decaying elements induced by the Radon transform SVD basis. Upper bounds of the risk of the estimator are established in Lp (1⩽p⩽∞) norms for functions with Besov space smoothness. A practical implementation of the method is given and several examples are discussed.

Related Topics
Physical Sciences and Engineering Mathematics Analysis