Effective Regularized Algebraic Reconstruction Technique for Computed Tomography

V. E. Prun; D. P. Nikolaev; A. V. Buzmakov; M. V. Chukalina; V. E. Asadchikov

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Effective Regularized Algebraic Reconstruction Technique for Computed Tomography

机译：用于计算机断层扫描的有效正则代数重构技术

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A new fast version of the reconstruction algorithm for computed tomography based on the simul-taneous algebraic reconstruction technique (SART) is proposed. The algorithm iteration is asymptotically accelerated using the fast Hough transform from O(n~3) to O(n~2logn). Similarly to the algebraic reconstruction technique (RegART), which was proposed by us previously, the regularization operator is applied after each iteration. A bilateral filter plays the role of this operator. The algorithm behavior is investigated using the model experiment

机译：提出了一种基于同时代数重建技术（SART）的计算机层析成像重建算法的快速新版本。使用从O（n〜3）到O（n〜2logn）的快速霍夫变换，渐近加速算法迭代。与我们之前提出的代数重建技术（RegART）相似，在每次迭代后都应用正则化运算符。双边过滤器扮演该操作员的角色。使用模型实验研究算法行为

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《Crystallography reports》 |2013年第7期|共4页
作者
V. E. Prun; D. P. Nikolaev; A. V. Buzmakov; M. V. Chukalina; V. E. Asadchikov;
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正文语种 eng
中图分类晶体学;
关键词
Effective; Regularized; Algebraic;

机译：有效;正规化;代数;

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专利

1. Effective Regularized Algebraic Reconstruction Technique for Computed Tomography [J] . V. E. Prun, D. P. Nikolaev, A. V. Buzmakov, Crystallography reports . 2013,第7期

机译：用于计算机断层扫描的有效正则代数重构技术
2. Incomplete projection reconstruction of computed tomography based on the modified discrete algebraic reconstruction technique [J] . Yang Fuqiang, Zhang Dinghua, Huang Kuidong, Measurement Science & Technology . 2018,第2期

机译：基于改进的离散代数重建技术的计算断层扫描的不完整投影重建
3. A comparison of algebraic reconstruction techniques for a single-detector muon computed tomography system [J] . K. Hartling, F. Mahoney, E.T. Rand, Nuclear Instruments & Methods in Physics Research. Section A, Accelerators, Spectrometers, Detectors and Associated Equipment . 2021,第Jana21期

机译：单探测器MUON计算机断层扫描系统的代数重建技术比较
4. Regularization based simultaneous algebraic reconstruction techniques for computed tomography [C] . Shailendra Tiwari, Deepikanshu Chouksey, Vinod Todwal International Conference on Contemporary Computing . 2016

机译：基于正则化的同时代数重建技术用于计算机断层扫描
5. Enhancements to reconstruction techniques in computed tomography using high performance computing. [D] . Eliuk, Steven Nicholas. 2012

机译：使用高性能计算的计算机断层扫描中重建技术的增强。
6. Does the beta regularization parameter of bayesian penalized likelihood reconstruction always affect the quantification accuracy and image quality of positron emission tomography computed tomography? [O] . Zhifang Wu, Binwei Guo, Bin Huang, 2021

机译：贝叶斯惩罚似然重建的β正则化参数是否总始终影响正电子发射断层扫描的量化准确性和图像质量？
7. A relation between algebraic and transform-based reconstruction technique in computed tomography [O] . S. Kiefhaber, M. Rosenbaum, W. Sauer-Greff, 2013

机译：计算机断层扫描中代数与基于变换的重建技术的关系
8. Regularizing Method for Ill-Posed Problems: Application to Quantitative Reconstruction in Single Photon Emission Computed Tomography [R] . Soussaline, F., Le Coq, G., Bidaut, L., 1983

机译：不适定问题的正则化方法：单光子发射计算机断层扫描中定量重建的应用

Effective Regularized Algebraic Reconstruction Technique for Computed Tomography

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