Title :
Image representation via a finite Radon transform
Author :
F. Matus;J. Flusser
Author_Institution :
Inst. of Inf. Theory & Autom., Acad. of Sci. of Czech Republic, Prague, Czechoslovakia
Abstract :
A model of finite Radon transforms composed of Radon projections is presented. The model generalizes to finite group projections in the classical Radon transform theory. The Radon projector averages a function on a group over cosets of a subgroup. Reconstruction formulae that were formally similar to the convolved backprojection ones are derived, and an iterative reconstruction technique is found to converge after a finite number of steps. Applying these results to the group Z/sub 2//sup P/, new computationally favorable image representations have been obtained. A numerical study of the transform coding aspects is attached.
Keywords :
"Image representation","Image reconstruction","Fourier transforms","Discrete transforms","Image coding","Transform coding","Tomography","Image analysis","Image converters","Image processing"
Journal_Title :
IEEE Transactions on Pattern Analysis and Machine Intelligence