Title :
An algorithm for two-dimensional reconstruction of a discontinuous density from its Radon transform
Author :
Thuc, Nguyen Dinh ; Khanh, Bui Doan
Abstract :
X-ray tomography is an important way of finding the density of objects in medical imaging evaluation. In many applications of computer tomography, one can be interested not in the complete inverse of tomography data but only in determining discontinuities of the unknown piecewise continuous 2D density, from its Radon transform. In this paper, we propose a new computational filtered backprojection algorithm for the solution of this problem. A function fM is defined and computed from the Radon transform of the density function f; one can recover the locations and values of jumps in the original density f from those in fM
Keywords :
Radon transforms; biomedical measurement; biophysics; computerised tomography; density; density measurement; image reconstruction; medical image processing; physics computing; piecewise polynomial techniques; Radon transform; X-ray tomography; computational filtered backprojection algorithm; computer tomography; discontinuous 2D density reconstruction algorithm; inverse; jump locations; jump values; medical imaging evaluation; unknown piecewise continuous 2D density; Application software; Back; Biomedical imaging; Computer applications; Density functional theory; Image reconstruction; Partitioning algorithms; Tin; X-ray tomography;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.944717