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A Generalized Construction Model for CT Reconstruction Filters on the SDBP Technique
Version 1
: Received: 13 January 2022 / Approved: 14 January 2022 / Online: 14 January 2022 (10:34:32 CET)
A peer-reviewed article of this Preprint also exists.
Jiang, Y.; Zhao, J.; Hu, X.; Zou, J. A Generalized Construction Model for CT Projection-Wise Filters on the SDBP Technique. Mathematics 2022, 10, 579. Jiang, Y.; Zhao, J.; Hu, X.; Zou, J. A Generalized Construction Model for CT Projection-Wise Filters on the SDBP Technique. Mathematics 2022, 10, 579.
Abstract
As an implementation of inverse Radon transform, the Second-order Divided-difference Back Projection (SDBP) technique has been proposed in this paper, by which the accurate CT reconstruction can be theoretically realized. A computational model for CT reconstruction filter expressions has been derived on the basis of SDBP technique. The method reveals the correlation between the convolution kernel for data restoration and the filter expression. By substituting kernel functions into the computational model, the amplitude sequences of a variety of filters can be calculated. On the proposed filter construction method, the decomposition form of filters has been discovered, where a series of basic filters have been acquired. The properties of any filter depend on the decomposed basic filters. Basic filters can be used to compose filters in actual needs.
Keywords
inverse Radon transform; CT; SDBP; filter design; kernel function; Hilbert transform; basic filters
Subject
Computer Science and Mathematics, Analysis
Copyright: This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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