A MAXIMUM A POSTERIORI PROBABILITY EXPECTATION MAXIMIZATION ALGORITHM FOR IMAGE-RECONSTRUCTION IN EMISSION TOMOGRAPHY

被引:283
作者
LEVITAN, E [1 ]
HERMAN, GT [1 ]
机构
[1] UNIV PENN,DEPT RADIOL,MED IMAGE PROC GRP,PHILADELPHIA,PA 19104
关键词
D O I
10.1109/TMI.1987.4307826
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
引用
收藏
页码:185 / 192
页数:8
相关论文
共 26 条
[1]   MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM [J].
DEMPSTER, AP ;
LAIRD, NM ;
RUBIN, DB .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01) :1-38
[2]  
Geman S., 1985, P STAT COMP SECT AM, P12
[3]   BAYESIAN-APPROACH TO LIMITED-ANGLE RECONSTRUCTION IN COMPUTED-TOMOGRAPHY [J].
HANSON, KM ;
WECKSUNG, GW .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1983, 73 (11) :1501-1509
[4]  
Herman G. T., 1982, Proceedings of MEDCOMP '82. First IEEE Computer Society International Conference on Medical Computer Science/Computational Medicine, P448
[5]  
Herman G. T., 1980, IMAGE RECONSTRUCTION
[6]   BAYESIAN-APPROACH TO IMAGE-RECONSTRUCTION [J].
HERMAN, GT ;
HURWITZ, H ;
LENT, A ;
LUNG, HP .
INFORMATION AND CONTROL, 1979, 42 (01) :60-71
[7]   COMPUTER IMPLEMENTATION OF A BAYESIAN-ANALYSIS OF IMAGE-RECONSTRUCTION [J].
HERMAN, GT ;
LENT, A .
INFORMATION AND CONTROL, 1976, 31 (04) :364-384
[8]   A STATISTICAL-MODEL FOR POSITRON EMISSION TOMOGRAPHY - COMMENT [J].
HERMAN, GT ;
CENSOR, Y ;
GORDON, D ;
LEWITT, RM .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1985, 80 (389) :22-25
[9]  
HERMAN GT, 1978, 130 STAT U NEW YORK
[10]  
HERMAN GT, 1985, MAXIMUM ENTROPY BAYE, P319