Inverse Multiscale Discrete Radon Transform by Filtered Backprojection

被引:3
|
作者
Marichal-Hernandez, Jose G. [1 ]
Oliva-Garcia, Ricardo [2 ]
Gomez-Cardenes, Oscar [2 ]
Rodriguez-Mendez, Ivan [1 ]
Rodriguez-Ramos, Jose M. [1 ,2 ]
机构
[1] Univ La Laguna, ESIT, Ind Engn Dept, San Cristobal la Laguna 38200, Spain
[2] Wooptix SL, Ave Trinidad 61, San Cristobal la Laguna 38204, Spain
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 01期
关键词
inverse radon transform; discrete radon transform; filtered backprojection; EM imaging; FRAMEWORK;
D O I
10.3390/app11010022
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application: The startup company Wooptix is using the inversion by filtered backprojection of the multiscale Radon transform to accelerate inverse problem solutions in the context of wavefront phase optical measurements and barcode detection. The Radon transform is a valuable tool in inverse problems such as the ones present in electromagnetic imaging. Up to now the inversion of the multiscale discrete Radon transform has been only possible by iterative numerical methods while the continuous Radon transform is usually tackled with the filtered backprojection approach. In this study, we will show, for the first time, that the multiscale discrete version of Radon transform can as well be inverted with filtered backprojection, and by doing so, we will achieve the fastest implementation until now of bidimensional discrete Radon inversion. Moreover, the proposed method allows the sacrifice of accuracy for further acceleration. It is a well-conditioned inversion that exhibits a resistance against noise similar to that of iterative methods.
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页码:1 / 17
页数:17
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