DocumentCode :
3341729
Title :
Initial experience in image reconstruction from limited-angle C-arm CBCT data
Author :
Zhang, Zheng ; Han, Xiao ; Bian, Junguo ; Manak, Joseph J. ; Sidky, Emil Y. ; Pan, Xiaochuan
Author_Institution :
Dept. of Radiol., Univ. of Chicago, Chicago, IL, USA
fYear :
2011
fDate :
23-29 Oct. 2011
Firstpage :
3977
Lastpage :
3979
Abstract :
C-arm cone-beam CT (CBCT) often acquires data over a limited angular range. Image reconstruction from limited-angle data (i.e., data less than a short scan) becomes mathematically an ill-posed problem, and the inversion of the X-ray transform by use of conventional analytic formulas can introduce significant artifacts. In this work, using the adaptive steepest descent and projection-onto-convex-sets (ASD-POCS) algorithm, we investigate image reconstructions from limited-angle simulation cone-beam data and real patient data acquired with a C-arm system. The results show that the algorithm can reconstruct potentially useful images from data collected over limited angular range.
Keywords :
computerised tomography; gradient methods; image reconstruction; medical image processing; ASD-POCS; C-arm cone-beam CT; X-ray transform inversion; adaptive steepest descent algorithm; analytic formula; computerised tomography; image reconstruction; limited-angle C-arm CBCT data; limited-angle simulation cone-beam data; patient data; projection-onto-convex-sets algorithm; Calibration; Detectors; Image reconstruction; Minimization; TV; Transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2011 IEEE
Conference_Location :
Valencia
ISSN :
1082-3654
Print_ISBN :
978-1-4673-0118-3
Type :
conf
DOI :
10.1109/NSSMIC.2011.6153756
Filename :
6153756
Link To Document :
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