Title : 
An algebraic solution to the 3-D discrete tomography problem
         
        
            Author : 
Yagle, Andrew E.
         
        
            Author_Institution : 
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
         
        
        
        
        
        
            Abstract : 
Discrete tomography is the problem of reconstructing a binary image defined on a discrete lattice of points from its projections at only a few angles. It has applications in X-ray crystallography, in which the projections are the number of atoms in the crystal along a given line, and nondestructive testing. The 2-D version of this problem is fairly well understood, and several algorithms for solving it are known, most of which involve discrete mathematics or network theory. However, the 3-D problem is much harder to solve. This paper shows how the problem can be recast in a purely algebraic form. This results in: (1) new insight into the number of projection angles needed for an almost surely unique solution; (2) non-obvious dependencies in projection data; and (3) new algorithms for solving
         
        
            Keywords : 
X-ray crystallography; chemistry computing; computerised tomography; discrete Fourier transforms; image reconstruction; nondestructive testing; 3D discrete tomography problem; DFT; X-ray crystallography; algebraic solution; algorithms; binary image reconstruction; discrete mathematics; network theory; nondestructive testing; projection angles; projection data; Atomic measurements; Crystallography; Discrete Fourier transforms; Image reconstruction; Lattices; Mathematics; Nondestructive testing; Signal processing algorithms; Tomography; X-ray imaging;
         
        
        
        
            Conference_Titel : 
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
         
        
            Conference_Location : 
Chicago, IL
         
        
            Print_ISBN : 
0-8186-8821-1
         
        
        
            DOI : 
10.1109/ICIP.1998.723627