Literature DB >> 11437114

Comments on the filtered backprojection algorithm, range conditions, and the pseudoinverse solution.

M A Anastasio, X Pan, E Clarkson.   

Abstract

The filtered backprojection (FBP) algorithm is widely used in computed tomography for inverting the two-dimensional Radon transform. In this paper, we analyze the processing of an inconsistent data function by the FBP algorithm (in its continuous form). Specifically, we demonstrate that an image reconstructed using the FBP algorithm can be represented as the sum of a pseudoinverse solution and a residual image generated from an inconsistent component of the measured data. This reveals that, when the original data function is in the range of the Radon transform, the image reconstructed using the FBP algorithm corresponds to the pseudoinverse solution. When the data function is inconsistent, we demonstrate that the FBP algorithm makes use of a nonorthogonal projection of the data function to the range of the Radon transform.

Mesh:

Year:  2001        PMID: 11437114     DOI: 10.1109/42.929620

Source DB:  PubMed          Journal:  IEEE Trans Med Imaging        ISSN: 0278-0062            Impact factor:   10.048


  3 in total

1.  Range Condition and ML-EM Checkerboard Artifacts.

Authors:  Jiangsheng You; Jing Wang; Zhengrong Liang
Journal:  IEEE Trans Nucl Sci       Date:  2007-10       Impact factor: 1.679

2.  Image-Based 2D Re-Projection for Attenuation Substitution in PET Neuroimaging.

Authors:  Charles M Laymon; Davneet S Minhas; Carl R Becker; Cristy Matan; Matthew J Oborski; Julie C Price; James M Mountz
Journal:  Mol Imaging Biol       Date:  2018-10       Impact factor: 3.488

Review 3.  Advanced dental implant placement techniques.

Authors:  Alex M Greenberg
Journal:  J Istanb Univ Fac Dent       Date:  2017-12-02
  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.