Title :
A backprojection weight-based FDK reconstruction algorithm for cone beam digital subtraction angiography
Author :
Hongcheng Yang ; Xin Gao ; Chuan Xu ; Yun Teng ; Yangchuan Liu ; Yang Wang ; Tao Zhang
Author_Institution :
Changchun Inst. of Opt., Fine Mech. & Phys., Changchun, China
Abstract :
Cone beam artifacts increase along with the larger cone angle because the scanning trajectory of the cone beam DSA does not sufficiently satisfy data conditions. Aimed at the characteristics of missing data in Radon space, we propose a Backprojection Weighted-FDK (BPW-FDK) algorithm for cone beam DSA. A new backprojection weight is presented to compensate for the missing data away from the rotating track for reconstruction region expansion. The images reconstructed from simulated noiseless projections, projections with noise, and real projections from an internally developed 3D-DSA scanner show that the proposed algorithm is able to sufficiently suppress artifacts away from the rotating track for large cone angle and provide more homogeneous image contrast. Compared to Parker-FDK algorithm, normalized mean square distance criterion and normalized mean, absolute distance criterion of BPW-FDK decreased by 5%. Its accuracy and speed make BPW-FDK algorithm suitable for image reconstruction of real large cone beam DSA.
Keywords :
Radon transforms; diagnostic radiography; image reconstruction; medical image processing; 3D-DSA scanner; BPW-FDK algorithm; Parker-FDK algorithm; Radon space; absolute distance criterion; backprojection weight-based FDK reconstruction algorithm; cone beam artifact; cone beam digital subtraction angiography; data condition; homogeneous image contrast; image reconstruction; missing data; normalized mean square distance criterion; real large cone beam DSA; reconstruction region expansion; rotating track; scanning trajectory; simulated noiseless projection; DSA; FDK algorithm; backprojection weight; cone beam reconstruction; short scan;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4673-1183-0
DOI :
10.1109/BMEI.2012.6513031