Three-dimensional reconstruction from projections
Applications of Mathematics, Tome 30 (1985) no. 2, pp. 92-109.
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Computerized tomograhphy is a technique for computation and visualization of density (i.e. X- or $\gamma$-ray absorption coefficients) distribution over a cross-sectional anatomic plane from a set of projections. Three-dimensional reconstruction may be obtained by using a system of parallel planes.
For the reconstruction of the transverse section it is necessary to choose an appropriate method taking into account the geometry of the data collection, the noise in projection data, the amount of data, the computer power available, the accuracy required etc.
In the paper the theory related to the convolution reconstruction methods is reviewed. The principal contribution consists in the exact mathematical treatment of Radon's inverse transform based on the concepts of the regularization of a function and the generalized function. This approach naturally leads to the employment of the generalized Fourier transform. Reconstructions using simulated projection data are presented for both the parallel and divergent-ray collection geometries.
DOI :
10.21136/AM.1985.104131
Classification :
43A85, 44A15, 65R10, 92A07, 92F05
Mots-clés : research survey; parallel beam; divergent beam; ill-posed problem; convolution reconstruction methods; computer tomography; Radon’s inverse transform; regularization; generalized Fourier transform; spatial filter; window functions; errors
Mots-clés : research survey; parallel beam; divergent beam; ill-posed problem; convolution reconstruction methods; computer tomography; Radon’s inverse transform; regularization; generalized Fourier transform; spatial filter; window functions; errors
@article{10_21136_AM_1985_104131, author = {Jel{\'\i}nek, Ji\v{r}{\'\i} and Segeth, Karel and Overton, T. R.}, title = {Three-dimensional reconstruction from projections}, journal = {Applications of Mathematics}, pages = {92--109}, publisher = {mathdoc}, volume = {30}, number = {2}, year = {1985}, doi = {10.21136/AM.1985.104131}, mrnumber = {0778981}, zbl = {0576.65128}, language = {en}, url = {https://geodesic-test.mathdoc.fr/articles/10.21136/AM.1985.104131/} }
TY - JOUR AU - Jelínek, Jiří AU - Segeth, Karel AU - Overton, T. R. TI - Three-dimensional reconstruction from projections JO - Applications of Mathematics PY - 1985 SP - 92 EP - 109 VL - 30 IS - 2 PB - mathdoc UR - https://geodesic-test.mathdoc.fr/articles/10.21136/AM.1985.104131/ DO - 10.21136/AM.1985.104131 LA - en ID - 10_21136_AM_1985_104131 ER -
%0 Journal Article %A Jelínek, Jiří %A Segeth, Karel %A Overton, T. R. %T Three-dimensional reconstruction from projections %J Applications of Mathematics %D 1985 %P 92-109 %V 30 %N 2 %I mathdoc %U https://geodesic-test.mathdoc.fr/articles/10.21136/AM.1985.104131/ %R 10.21136/AM.1985.104131 %G en %F 10_21136_AM_1985_104131
Jelínek, Jiří; Segeth, Karel; Overton, T. R. Three-dimensional reconstruction from projections. Applications of Mathematics, Tome 30 (1985) no. 2, pp. 92-109. doi : 10.21136/AM.1985.104131. https://geodesic-test.mathdoc.fr/articles/10.21136/AM.1985.104131/
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