D. Boulfelfel et al., 3-DIMENSIONAL RESTORATION OF SINGLE-PHOTON EMISSION COMPUTED-TOMOGRAPHY IMAGES, IEEE transactions on nuclear science, 41(5), 1994, pp. 1746-1754
Restoration of single photon emission computed tomography (SPECT) imag
es is usually performed either on two-dimensional (2-D) projection ima
ges (pre-reconstruction restoration) or on SPECT slices (post-reconstr
uction restoration). This study presents the application of a three-di
mensional (3-D) filter in restoring SPECT images. The 3-D filter is sh
own to perform better than the 2-D methods because it takes into consi
deration the interslice information in the filtering process and has a
relatively space-invariant blur function. To reduce the space-varianc
e of the 3-D point spread function (PSF), conjugate projections were c
ombined by geometric averaging before reconstruction. We investigated
the potential of 3-D Wiener and power spectrum equalization (PSE) filt
ers. These filters were applied to SPECT images of a resolution phanto
m and a large, truncated cone phantom containing two types of cold spo
ts: a sphere, and a triangular prism. The filters were also applied to
clinical images of the liver and spleen. The images were acquired on
an ADAC GENESYS camera. A comparison was performed between results obt
ained in this study and those obtained by 2-D pre-reconstruction resto
ration and 2-D post-reconstruction restoration filters. Quantitative a
nalysis of the 3-D restored images performed through measurement of ro
ot mean squared (RMS) errors and contrast ratios showed a considerable
reduction in error and increase in contrast over images restored usin
g the two other methods.