Title :
Direct inversion of Mojette projections
Author :
Svalbe, Imants ; Kingston, Andrew ; Guedon, JeanPierre ; Normand, Nicolas ; Chandra, Swarup
Author_Institution :
Sch. of Phys., Monash Univ., Melbourne, VIC, Australia
Abstract :
We present algorithms to reconstruct images from minimal sets of discrete Mojette projections using direct back-projection (DBP) with various forms of correction. This paper extends previous work on discrete projection inversion by Servières et al [1, 2, 3]. The number of Mojette projections needed for exact inversion by DBP (EI-DBP) scales as O(N2). A new form of discrete interpolation is developed to expand the point spread function (PSF) of a minimal (Katz-sufficient) set of discrete projections to encompass new directions and thus augment the size of the reconstruction region to which EI-DBP applies. Additionally, we propose a Fourier domain filter for Mojette back-projection that is built from the discrete PSF of the given Mojette angle set and the autocorrelation function of the image domain. These discrete reconstruction methods are targeted for use with noisy sets of real projection data.
Keywords :
Fourier transforms; correlation methods; image reconstruction; interpolation; optical transfer function; DBP; Fourier domain filter; Katz-sufficient set; PSF; autocorrelation function; direct back-projection; direct inversion; discrete Mojette projections; discrete interpolation; exact inversion; image domain; image reconstruction; point spread function; reconstruction region; Arrays; Image reconstruction; Interpolation; Noise; Tomography; Transforms; Vectors; Mojette transforms; back-projection; discrete Radon transforms; discrete tomography; projection; reconstruction;
Conference_Titel :
Image Processing (ICIP), 2013 20th IEEE International Conference on
Conference_Location :
Melbourne, VIC
DOI :
10.1109/ICIP.2013.6738214