Literature DB >> 33816909

Discrete two dimensional Fourier transform in polar coordinates part II: numerical computation and approximation of the continuous transform.

Xueyang Yao1, Natalie Baddour2.   

Abstract

The theory of the continuous two-dimensional (2D) Fourier Transform in polar coordinates has been recently developed but no discrete counterpart exists to date. In the first part of this two-paper series, we proposed and evaluated the theory of the 2D Discrete Fourier Transform (DFT) in polar coordinates. The theory of the actual manipulated quantities was shown, including the standard set of shift, modulation, multiplication, and convolution rules. In this second part of the series, we address the computational aspects of the 2D DFT in polar coordinates. Specifically, we demonstrate how the decomposition of the 2D DFT as a DFT, Discrete Hankel Transform and inverse DFT sequence can be exploited for coding. We also demonstrate how the proposed 2D DFT can be used to approximate the continuous forward and inverse Fourier transform in polar coordinates in the same manner that the 1D DFT can be used to approximate its continuous counterpart.
© 2020 Yao and Baddour.

Entities:  

Keywords:  DFT in polar coordinates; Discrete Fourier Transform; Discrete Hankel Transform; Fourier theory; Multidimensional DFT; Orthogonality; Polar coordinates

Year:  2020        PMID: 33816909      PMCID: PMC7924731          DOI: 10.7717/peerj-cs.257

Source DB:  PubMed          Journal:  PeerJ Comput Sci        ISSN: 2376-5992


  6 in total

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Authors:  Yuan Xu; Dazi Feng; Lihong V Wang
Journal:  IEEE Trans Med Imaging       Date:  2002-07       Impact factor: 10.048

2.  Computation of quasi-discrete Hankel transforms of integer order for propagating optical wave fields.

Authors:  Manuel Guizar-Sicairos; Julio C Gutiérrez-Vega
Journal:  J Opt Soc Am A Opt Image Sci Vis       Date:  2004-01       Impact factor: 2.129

3.  Electron tomography at 2.4-ångström resolution.

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4.  Theory and operational rules for the discrete Hankel transform.

Authors:  Natalie Baddour; Ugo Chouinard
Journal:  J Opt Soc Am A Opt Image Sci Vis       Date:  2015-04-01       Impact factor: 2.129

5.  Radiation dose reduction in medical x-ray CT via Fourier-based iterative reconstruction.

Authors:  Benjamin P Fahimian; Yunzhe Zhao; Zhifeng Huang; Russell Fung; Yu Mao; Chun Zhu; Maryam Khatonabadi; John J DeMarco; Stanley J Osher; Michael F McNitt-Gray; Jianwei Miao
Journal:  Med Phys       Date:  2013-03       Impact factor: 4.071

6.  Radiation dose reduction and image enhancement in biological imaging through equally-sloped tomography.

Authors:  Edwin Lee; Benjamin P Fahimian; Cristina V Iancu; Christian Suloway; Gavin E Murphy; Elizabeth R Wright; Daniel Castaño-Díez; Grant J Jensen; Jianwei Miao
Journal:  J Struct Biol       Date:  2008-08-15       Impact factor: 2.867

  6 in total

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