Imaging properties of a rotation-free, arrayed-source micro-computed tomography system
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Date
2009-04-22
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Abstract
We study the three-dimensional reconstructions and imaging properties of a proposed
rotation-free micro-computed tomography (CT) system. The system uses linear arrays of the
carbon nano-tube (CNT)-based X-ray sources which have ultra-short switch time and are
individually addressable. With such sources, the micro-CT system is able to achieve ultrahigh
temporal resolution, reduce dose and facilitate gated imaging. A square and a hexagonal
geometry have been proposed for the system. In the square geometry, two linear source
arrays and two area detectors form a square; whereas in the hexagonal geometry, three linear
source arrays and three area detectors form a hexagon. The tomographic angular sampling for
both of the geometries requires no motion of the sources or subject. Based on the sinogram
maps, the hexagonal geometry has improved angular coverage than the square geometry. The
ordered-subset convex iterative algorithm is implemented in both geometries for
reconstructions from cone-beam projection data. Mean squared errors at the uniform regions
in the reconstructed images are calculated to quantify the artifact level. Point spread
functions are examined for point objects located at different axial and transverse positions
throughout the FOV. Variance images are generated from 100 reconstructions with simulated
Poisson noise and the mean variance are calculated for different regions of interest. The
effect of gaps between the source arrays and the detectors is also studied. The reconstructed
images from both geometries are generally consistent with the phantom, although some
streaking artifacts due to the limited-angle nature of the geometries are observed. The gapfree
hexagonal geometry produces lower mean squared error in the reconstructed images,
lower FWHM of the point spread functions and lower variance. However, in more realistic
situations where gaps appear between the source arrays and the detectors, the angular
coverage of the hexagonal geometry degrades faster, resulting in an increase in artifacts, so
that the square geometry becomes superior in this case.
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Keywords
medical imaging, x-ray, image reconstruction, computed tomography
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Degree
PhD
Discipline
Biomedical Engineering