DocumentCode :
2186054
Title :
A new approach to reconstructing images in fan-beam computed tomography
Author :
Yu, Lifeng ; Pan, Xiaochuan ; Pelizzari, Charles ; Pan, Tinsu
Author_Institution :
Dept. of Radiol., Chicago Univ., IL, USA
fYear :
2002
fDate :
2002
Firstpage :
832
Lastpage :
835
Abstract :
The hybrid algorithm developed previously for image reconstruction in fan-beam computed tomography (CT) can have more desirable noise properties and computational efficiency in comparison with the fan-beam filtered backprojection (FFBP) algorithm. However, the one-dimensional (1D) explicit interpolation along the radial direction involved in the previous hybrid algorithm can lead to a reduced resolution in the reconstructed image. In this work, we proposed a new hybrid algorithm that eliminates such an explicit 1D interpolation by performing the filtration directly in the data space. We used computer simulation studies to evaluate the relative performance of the new hybrid algorithm, the previous hybrid algorithm, and the FFBP algorithm. The results of these studies demonstrated that these reconstruction algorithms respond to the effects of data noise and aliasing differently, and that the image noise properties also are dependent on the fan-beam configurations. For fan-beam configurations with small focal lengths and large size of the field of view which can be used in micro-CT, the new hybrid algorithm appears to provide a good tradeoff between image resolution and image noise uniformity.
Keywords :
computerised tomography; digital simulation; image reconstruction; image resolution; interpolation; medical image processing; noise; 1D interpolation; aliasing; computer simulation studies; data noise effects; fan-beam computed tomography; fan-beam filtered backprojection algorithm; field of view; focal length; hybrid algorithm; image noise uniformity; image reconstruction approach; medical diagnostic imaging; radial direction; Computed tomography; Computer simulation; Filtration; Image converters; Image reconstruction; Image resolution; Interpolation; Laboratories; Oncology; Radiology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7584-X
Type :
conf
DOI :
10.1109/ISBI.2002.1029388
Filename :
1029388
Link To Document :
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