Title : 
An explicit closed-form solution to the limited-angle discrete tomography problem for finite-support objects
         
        
            Author : 
Yagle, Andrew E.
         
        
            Author_Institution : 
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
         
        
        
        
        
        
            Abstract : 
We present an explicit formula for reconstructing a finite-support object defined on a lattice of points and taking on integer values from a finite number of its discrete projections over a limited range of angles. We make extensive use of the discrete Fourier transform in doing so. Our approach computes the object sample values directly as a linear combination of the projections sample values. The well-known ill-posedness of the limited angle tomography problem manifests itself in some very large coefficients in these linear combinations; these coefficients (which are computed off-line) provide a direct sensitivity measure of the reconstruction samples to the projections samples. The discrete nature of the problem implies that the projections must also take on integer values; this means noise can be rejected. This makes the formula practical
         
        
            Keywords : 
Radon transforms; discrete Fourier transforms; image reconstruction; image sampling; tomography; direct sensitivity measure; discrete Fourier transform; discrete projections; explicit closed-form solution; finite-support objects; ill-posedness; lattice; limited-angle discrete tomography problem; noise; object sample values; projections sample values; projections samples; reconstruction samples; Additive noise; Closed-form solution; Discrete Fourier transforms; Discrete transforms; Fourier transforms; Image reconstruction; Iterative algorithms; Lattices; Linear systems; Tomography;
         
        
        
        
            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.1998.723410