Distance-driven projection and backprojection in three dimensions

被引:366
作者
De Man, B [1 ]
Basu, S [1 ]
机构
[1] GE Global Res, CT Syst & Applicat Lab, Niskayuna, NY 12309 USA
关键词
D O I
10.1088/0031-9155/49/11/024
中图分类号
R318 [生物医学工程];
学科分类号
0831 [生物医学工程];
摘要
Projection and backprojection are operations that arise frequently in tomographic imaging. Recently, we proposed a new method for projection and backprojection, which we call distance-driven, and that offers low arithmetic cost and a highly sequential memory access pattern. Furthermore, distance-driven projection and backprojection avoid several artefact-inducing approximations characteristic of some other methods. We have previously demonstrated the application of this method to parallel and fan beam geometries. In this paper, we extend the distance-driven framework to three dimensions and demonstrate its application to cone beam reconstruction. We also present experimental results to demonstrate the computational performance, the artefact characteristics and the noise-resolution characteristics of the distance-driven method in three dimensions.
引用
收藏
页码:2463 / 2475
页数:13
相关论文
共 29 条
[1]
O(N2 log2 N) filtered backprojection reconstruction algorithm for tomography [J].
Basu, S ;
Bresler, Y .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2000, 9 (10) :1760-1773
[2]
BASU S, 2000, THESIS U ILLINOIS UR
[3]
BUONOCORE MH, 1981, IEEE T BIO-MED ENG, V28, P69, DOI 10.1109/TBME.1981.324781
[4]
INCREMENTAL ALGORITHM - A NEW FAST BACKPROJECTION SCHEME FOR PARALLEL BEAM GEOMETRIES [J].
CHO, ZH ;
CHEN, CM ;
LEE, SY .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1990, 9 (02) :207-217
[5]
An iterative maximum-likelihood polychromatic algorithm for CT [J].
De Man, B ;
Nuyts, J ;
Dupont, P ;
Marchal, G ;
Suetens, P .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (10) :999-1008
[6]
De Man B, 1999, IEEE T NUCL SCI, V46, P691, DOI 10.1109/23.775600
[7]
De Man B., 2003, P 7 INT C FULL 3D RE
[8]
De Man B, 2001, THESIS U LEUVEN
[9]
DEMAN B, UNPUB IEEE T MED IMA
[10]
PRACTICAL CONE-BEAM ALGORITHM [J].
FELDKAMP, LA ;
DAVIS, LC ;
KRESS, JW .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1984, 1 (06) :612-619