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
Link To Document :
بازگشت