Direct Fourier Tomographic Reconstruction Image-To-Image Filter

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Serval ID
serval:BIB_8A09073B373A
Type
Article: article from journal or magazin.
Collection
Publications
Institution
Title
Direct Fourier Tomographic Reconstruction Image-To-Image Filter
Journal
Insight Journal
Author(s)
Zosso D., Bach C.M., Thiran J.P.
Publication state
Published
Issued date
2007
Volume
July-December
Pages
1-13
Language
english
Notes
ITK Open Access / Open Review / Open Source Journal
Abstract
We present an open-source ITK implementation of a directFourier method for tomographic reconstruction, applicableto parallel-beam x-ray images. Direct Fourierreconstruction makes use of the central-slice theorem tobuild a polar 2D Fourier space from the 1D transformedprojections of the scanned object, that is resampled intoa Cartesian grid. Inverse 2D Fourier transform eventuallyyields the reconstructed image. Additionally, we providea complex wrapper to the BSplineInterpolateImageFunctionto overcome ITKâeuro?s current lack for image interpolatorsdealing with complex data types. A sample application ispresented and extensively illustrated on the Shepp-Loganhead phantom. We show that appropriate input zeropaddingand 2D-DFT oversampling rates together with radial cubicb-spline interpolation improve 2D-DFT interpolationquality and are efficient remedies to reducereconstruction artifacts.
Keywords
Direct Fourier Method, CT, Tomographic Reconstruction, Image-To-Image Filter, LTS, LTS5
Create date
02/09/2010 14:19
Last modification date
20/08/2019 14:48
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