层析成像中的迭代解析扩展。

4区 计算机科学 Q1 Arts and Humanities
Gengsheng L Zeng
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引用次数: 1

摘要

如果一个空间域函数有有限的支持,那么它的傅里叶变换就是一个完整的函数。整个函数的泰勒级数展开式在复平面上的每一个有限点收敛。解析延拓理论表明,一个有限大小的物体可以由它在非常小的邻域内的频率分量唯一地确定。试图得到这样一个精确的泰勒展开是困难的。本文提出了一种迭代算法,将测量到的频率分量扩展到未测量区域。计算机仿真结果表明,所提出的算法收敛速度非常慢,表明问题的病态性太大,无法用现有的方法实际求解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Iterative analytic extension in tomographic imaging.

Iterative analytic extension in tomographic imaging.

Iterative analytic extension in tomographic imaging.

Iterative analytic extension in tomographic imaging.

If a spatial-domain function has a finite support, its Fourier transform is an entire function. The Taylor series expansion of an entire function converges at every finite point in the complex plane. The analytic continuation theory suggests that a finite-sized object can be uniquely determined by its frequency components in a very small neighborhood. Trying to obtain such an exact Taylor expansion is difficult. This paper proposes an iterative algorithm to extend the measured frequency components to unmeasured regions. Computer simulations show that the proposed algorithm converges very slowly, indicating that the problem is too ill-posed to be practically solvable using available methods.

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来源期刊
Visual Computing for Industry, Biomedicine, and Art
Visual Computing for Industry, Biomedicine, and Art Arts and Humanities-Visual Arts and Performing Arts
CiteScore
5.60
自引率
0.00%
发文量
28
审稿时长
5 weeks
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