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