EFFICIENT 3D GRIDS FOR IMAGE-RECONSTRUCTION USING SPHERICALLY-SYMMETRICAL VOLUME ELEMENTS

Authors
Citation
S. Matej et Rm. Lewitt, EFFICIENT 3D GRIDS FOR IMAGE-RECONSTRUCTION USING SPHERICALLY-SYMMETRICAL VOLUME ELEMENTS, IEEE transactions on nuclear science, 42(4), 1995, pp. 1361-1370
Citations number
NO
Categorie Soggetti
Nuclear Sciences & Tecnology","Engineering, Eletrical & Electronic
ISSN journal
00189499
Volume
42
Issue
4
Year of publication
1995
Part
1
Pages
1361 - 1370
Database
ISI
SICI code
0018-9499(1995)42:4<1361:E3GFIU>2.0.ZU;2-8
Abstract
Incorporation of spherically-symmetric volume elements (blobs), instea d of the conventional voxels, into iterative image reconstruction algo rithms, has been found in our previous studies to lead to significant improvement in the quality of the reconstructed images. Furthermore, f or three-dimensional (3D) positron emission tomography, the 3D algebra ic reconstruction technique using blobs can reach comparable or even b etter quality than the 3D filtered backprojection method after only on e cycle through the projection data. The only shortcoming of the blob reconstruction method is an increased computational demand, because of the overlapping nature of the blobs. In our previous studies the blob s were placed on the same 3D simple cubic grid as used for voxel basis functions. For spherically-symmetric basis functions there are more a dvantageous arrangements of the 3D grid, enabling a more isotropic dis tribution of the spherical functions in the 3D space and a better pack ing efficiency of the image spectrum. Our studies confirmed that, when using the body centered cubic grid, the number of grid points can be effectively reduced, decreasing the computational and memory demands w hile preserving the quality of the reconstructed images.