Title :
Discrete tomography in medical imaging
Author :
Herman, Gabor T. ; Kuba, Attila
Author_Institution :
Dept. of Comput. Sci., City Univ. of New York, NY, USA
Abstract :
Discrete tomography (DT) deals with the reconstruction of a function from its projections, when the function has a known discrete range. The knowledge of the discrete range, possibly together with some prior information, can significantly reduce the number of projections required for a high-quality reconstruction. The reconstruction methods used in DT applications are usually based on some formulation as an optimization problem. This paper presents methods and results of DT based on problems of angiography, emission tomography, and electron microscopy (EM).
Keywords :
angiocardiography; computerised tomography; diagnostic radiography; electron microscopy; emission tomography; image reconstruction; medical image processing; minimisation; positron emission tomography; reviews; single photon emission computed tomography; angiography; cardiac X-ray angiography; digital subtraction angiography; discrete range; discrete tomography; electron microscopy; emission tomography; function; high-quality reconstruction; medical imaging; number of projections; optimization problem; prior information; projections; reconstruction; Biomedical imaging; Computed tomography; Geometry; Image reconstruction; Microscopy; Optimization methods; Positron emission tomography; Reconstruction algorithms; Transmission line matrix methods; X-ray imaging;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/JPROC.2003.817871