Reduction of metal streak artifacts in x-ray computed tomography using a transmission maximum a posteriori algorithm

被引:185
作者
De Man, B [1 ]
Nuyts, J
Dupont, P
Marchal, G
Suetens, P
机构
[1] Katholieke Univ Leuven, PSI, ESAT, GHB,UZ, B-3000 Louvain, Belgium
[2] Katholieke Univ Leuven, GHB, UZ, Dept Nucl Med, B-3000 Louvain, Belgium
[3] Katholieke Univ Leuven, GHB, UZ, Dept Radiol, B-3000 Louvain, Belgium
关键词
D O I
10.1109/23.856534
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A maximum a posteriori algorithm for reduction of metal streak artifacts in x-ray computed tomography is presented. The algorithm uses a Markov random field smoothness prior and applies increased sampling in the reconstructed image. Good results are obtained for simulations and phantom measurements: streak artifacts are reduced while small, line-shaped details are preserved.
引用
收藏
页码:977 / 981
页数:5
相关论文
共 24 条
[1]  
De Man B, 1999, IEEE T NUCL SCI, V46, P691, DOI 10.1109/23.775600
[2]   AN ALGORITHM FOR THE REDUCTION OF METAL CLIP ARTIFACTS IN CT RECONSTRUCTIONS [J].
GLOVER, GH ;
PELC, NJ .
MEDICAL PHYSICS, 1981, 8 (06) :799-807
[3]   CT SCANS THROUGH METAL SCANNING TECHNIQUE VERSUS HARDWARE COMPOSITION [J].
HARAMATI, N ;
STARON, RB ;
MAZELSPERLING, K ;
FREEMAN, K ;
NICKOLOFF, EL ;
BARAX, C ;
FELDMAN, F .
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 1994, 18 (06) :429-434
[4]   A SIMPLE COMPUTATIONAL METHOD FOR REDUCING STREAK ARTIFACTS IN CT IMAGES [J].
HENRICH, G .
COMPUTERIZED TOMOGRAPHY, 1980, 4 (01) :67-71
[5]   COMPUTED TOMOGRAPHY RECONSTRUCTION FROM HOLLOW PROJECTIONS - APPLICATION TO INVIVO EVALUATION OF ARTIFICIAL HIP JOINTS [J].
HINDERLING, T ;
RUEGSEGGER, P ;
ANLIKER, M ;
DIETSCHI, C .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1979, 3 (01) :52-57
[6]   REDUCTION OF CT ARTIFACTS CAUSED BY METALLIC IMPLANTS [J].
KALENDER, WA ;
HEBEL, R ;
EBERSBERGER, J .
RADIOLOGY, 1987, 164 (02) :576-577
[7]  
Klotz E., 1990, SPIE MED IMAGING 4, V1234, P642
[8]  
LEWITT RM, 1978, OPTIK, V50, P189
[9]   ITERATIVE CONVOLUTION BACKPROJECTION ALGORITHMS FOR IMAGE-RECONSTRUCTION FROM LIMITED DATA [J].
MEDOFF, BP ;
BRODY, WR ;
NASSI, M ;
MACOVSKI, A .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1983, 73 (11) :1493-1500
[10]   A PATTERN-RECOGNITION METHOD FOR THE REMOVAL OF STREAKING ARTIFACT IN COMPUTED-TOMOGRAPHY [J].
MORIN, RL ;
RAESIDE, DE .
RADIOLOGY, 1981, 141 (01) :229-233