Principles of computerized tomographic imaging
Principles of computerized tomographic imaging
Convergence of the simultaneous algebraic reconstruction technique (SART)
IEEE Transactions on Image Processing
SART-type image reconstruction from overlapped projections
Journal of Biomedical Imaging - Special issue on modern mathematics in biomedical imaging
Compressed sensing inspired image reconstruction from overlapped projections
Journal of Biomedical Imaging
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Current computed tomography (CT) scanners, including micro-CT scanners, utilize a point x-ray source. As we target higher and higher spatial resolutions, the reduced x-ray focal spot size limits the temporal and contrast resolutions achievable. To overcome this limitation, in this paper we propose to use a line-shaped x-ray source so that many more photons can be generated, given a data acquisition interval. In reference to the simultaneous algebraic reconstruction technique (SART) algorithm for image reconstruction from projection data generated by an x-ray point source, here we develop a generalized SART algorithm for image reconstruction from projection data generated by an x-ray line source.Our numerical simulation results demonstrate the feasibility of our novel line-source based x-ray CT approach and the proposed generalized SART algorithm.