Literature DB >> 28936022

A discrete convolution kernel for No-DC MRI.

Gengsheng L Zeng1,2, Ya Li3.   

Abstract

An analytical inversion formula for the exponential Radon transform with an imaginary attenuation coefficient was developed in 2007 (2007 Inverse Problems 23 1963-71). The inversion formula in that paper suggested that it is possible to obtain an exact MRI (magnetic resonance imaging) image without acquiring low-frequency data. However, this un-measured low-frequency region (ULFR) in the k-space (which is the two-dimensional Fourier transform space in MRI terminology) must be very small. This current paper derives a FBP (filtered back-projection) algorithm based on You's formula by suggesting a practical discrete convolution kernel. A point spread function is derived for this FBP algorithm. It is demonstrated that the derived FBP algorithm can have a larger ULFR than that in the 2007 paper. The significance of this paper is that we present a closed-form reconstruction algorithm for a special case of under-sampled MRI data. Usually, under-sampled MRI data requires iterative (instead of analytical) algorithms with L1-norm or total variation norm to reconstruct the image.

Entities:  

Keywords:  MRI; fourier transform; image reconstruction; tomography

Year:  2015        PMID: 28936022      PMCID: PMC5603301          DOI: 10.1088/0266-5611/31/8/085006

Source DB:  PubMed          Journal:  Inverse Probl        ISSN: 0266-5611            Impact factor:   2.407


  4 in total

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Authors:  J Radon
Journal:  IEEE Trans Med Imaging       Date:  1986       Impact factor: 10.048

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Authors:  C E Metz; X Pan
Journal:  IEEE Trans Med Imaging       Date:  1995       Impact factor: 10.048

3.  Image reconstruction algorithm for single-photon-emission computed tomography with uniform attenuation.

Authors:  T Inouye; K Kose; A Hasegawa
Journal:  Phys Med Biol       Date:  1989-03       Impact factor: 3.609

4.  Computerized transverse axial scanning (tomography). 1. Description of system.

Authors:  G N Hounsfield
Journal:  Br J Radiol       Date:  1973-12       Impact factor: 3.039

  4 in total

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