Fan-beam geometry based inversion algorithm in computed tomography (CT) for imaging of composite materials

被引:11
|
作者
Khan, Altaf H. [1 ]
Chaudhuri, Reaz A. [2 ]
机构
[1] Univ Utah, Dept Mech Engn, Salt Lake City, UT 84112 USA
[2] Univ Utah, Dept Mat Sci & Engn, Salt Lake City, UT 84112 USA
关键词
Fourier Slice theorem; Radon transform; Fan-beam; Rebinning algorithm; Shepp-Logan filter; Composite materials; RECONSTRUCTION METHOD; SHORT SCAN; PROJECTIONS;
D O I
10.1016/j.compstruct.2013.11.019
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
The investigation is concerned first with reconstruction of the density function of an object from computed tomography data. The projection (Fourier Slice) theorem is discussed for fan-beam geometry. A rebinning algorithm, based on the slant stacking approach, is introduced in order to transform fan-beam geometry data into its parallel-beam counterpart. The density function is reconstructed using a filtered back-projection algorithm. The sampling criteria for fan beam computed tomography are also derived. The MATLAB package has been utilized to implement these algorithms for the simulation of Shepp-Logan head phantom and implementation of the discrete normal Radon transform based on fan-beam geometry. The reconstruction of transverse cross-sectional micro-structures of fiber reinforced composite material test specimens has also been discussed. In addition, the MATLAB package has been utilized to demonstrate the image reconstruction of the cross-section of a two-phase composite material using parallel beam geometry (Radon transform). (c) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:297 / 304
页数:8
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