DocumentCode :
1385444
Title :
Reconstruction of two- and three-dimensional images from synthetic-collimator data
Author :
Wilson, D.W. ; Barrett, H.H. ; Clarkson, E.W.
Author_Institution :
Dept. of Radiol., Arizona Univ., Tucson, AZ, USA
Volume :
19
Issue :
5
fYear :
2000
fDate :
5/1/2000 12:00:00 AM
Firstpage :
412
Lastpage :
422
Abstract :
A novel SPECT collimation method, termed the synthetic collimator, is proposed. The synthetic collimator employs a multiple-pinhole aperture and a high-resolution detector. The problem of multiplexing, normally associated with multiple pinholes, is reduced by obtaining projections at a number of pinhole-detector distances. Projections with little multiplexing are collected at small pinhole-detector distances and high-resolution projections are collected at greater pinhole-detector distances. These projections are then reconstructed using the ML-EM algorithm. It is demonstrated through computer simulations that the synthetic collimator has superior resolution properties to a high-resolution parallel-beam (HRPB) collimator and a specially built ultra-high-resolution parallel-beam (UHRPB) collimator designed for the authors´ 0.38-mm pixel CdZnTe detectors. It is also shown that reconstructing images in three dimensions is superior to reconstructing them in two dimensions. The advantages of a high-resolution synthetic collimator over the parallel-hole collimators are apparently reduced in the presence of statistical noise. However, a high-sensitivity synthetic collimator was designed which again shows superior properties to the parallel-hole collimators. Finally, it is demonstrated that, for the cases studied, high-resolution detectors are necessary for the proper functionality of the synthetic collimator.
Keywords :
image reconstruction; image resolution; medical image processing; single photon emission computed tomography; 0.38 mm; CdZnTe; SPECT collimation method; high-resolution detector; high-resolution projections; medical diagnostic imaging; multiple-pinhole aperture; nuclear medicine; statistical noise; synthetic-collimator data; three-dimensional images; two-dimensional images; Cancer; Computer simulation; Detectors; Face detection; Focusing; High-resolution imaging; Image reconstruction; Noise reduction; Optical collimators; Single photon emission computed tomography; Algorithms; Computer Simulation; Humans; Image Processing, Computer-Assisted; Models, Theoretical; Normal Distribution; Phantoms, Imaging; Poisson Distribution; Scattering, Radiation; Sensitivity and Specificity; Tomography, Emission-Computed, Single-Photon;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/42.870252
Filename :
870252
Link To Document :
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