DocumentCode
1503139
Title
Comments on the filtered backprojection algorithm, range conditions, and the pseudoinverse solution
Author
Anastasio, Mark A. ; Pan, Xiaochuan ; Clarkson, Eric
Author_Institution
Dept. of Radiol., Chicago Univ., IL, USA
Volume
20
Issue
6
fYear
2001
fDate
6/1/2001 12:00:00 AM
Firstpage
539
Lastpage
542
Abstract
The authors analyze the processing of an inconsistent data function by the FBP algorithm (in its continuous form). Specifically, they 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, the authors demonstrate that the FBP algorithm makes use of a nonorthogonal projection of the data function to the range of the Radon transform.
Keywords
Radon transforms; computerised tomography; image reconstruction; medical image processing; CT image reconstruction; data function; filtered backprojection algorithm; inconsistent component; inconsistent data function processing; medical diagnostic imaging; nonorthogonal projection; pseudoinverse solution; residual image; Algorithm design and analysis; Biomedical imaging; Computed tomography; Image generation; Image reconstruction; Inverse problems; Noise reduction; Physics; Radiology; Two dimensional displays; Algorithms; Artifacts; Image Processing, Computer-Assisted; Mathematics; Systems Analysis; Tomography, X-Ray Computed;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/42.929620
Filename
929620
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