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
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.