A novel method for reducing high attenuation object artifacts in CT reconstructions

被引:15
作者
Chen, LG [1 ]
Liang, Y [1 ]
Sandison, GA [1 ]
Rydberg, J [1 ]
机构
[1] Purdue Univ, Sch Hlth Sci, W Lafayette, IN 47907 USA
来源
MEDICAL IMAGING 2002: IMAGE PROCESSING, VOL 1-3 | 2002年 / 4684卷
关键词
computed tomography (CT); high attenuation object artifacts; metal artifact reduction; beam hardening correction;
D O I
10.1117/12.467232
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A new method to reduce the streak artifacts caused by high attenuation objects in CT images has been developed. The key part of this approach is a preprocessing procedure based on the raw projection data using an adaptive scaling-plus-filtering method. The procedure is followed by the conventional filtered-back projection to reconstruct artifact-reduced images. Phantom and clinical studies have demonstrated that the proposed method can effectively reduce the streak artifacts caused by high attenuation objects for different anatomical structures and metal materials while still faithfully reproduce the positions and dimensions of the metal objects. The visualization of tissue features adjacent to metal objects is greatly improved. The proposed method is computational efficient and can be easily adapted to the current commercial CT scanners.
引用
收藏
页码:841 / 850
页数:10
相关论文
共 14 条
[1]   Suppression of high-density artefacts in x-ray CT images using temporal digital subtraction with application to cryotherapy [J].
Baissalov, R ;
Sandison, GA ;
Donnelly, BJ ;
Saliken, JC ;
McKinnon, JG ;
Muldrew, K ;
Rewcastle, JC .
PHYSICS IN MEDICINE AND BIOLOGY, 2000, 45 (05) :N53-N59
[2]   Accurate method for computer-generating tungsten anode x-ray spectra from 30 to 140 kV [J].
Boone, JM ;
Seibert, JA .
MEDICAL PHYSICS, 1997, 24 (11) :1661-1670
[3]   REPROJECTION USING A PARALLEL BACKPROJECTOR [J].
CRAWFORD, CR .
MEDICAL PHYSICS, 1986, 13 (04) :480-483
[4]   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
[5]  
De Man B, 1999, IEEE T NUCL SCI, V46, P691, DOI 10.1109/23.775600
[6]   Reduction of metal streak artifacts in x-ray computed tomography using a transmission maximum a posteriori algorithm [J].
De Man, B ;
Nuyts, J ;
Dupont, P ;
Marchal, G ;
Suetens, P .
IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2000, 47 (03) :977-981
[7]   AN ALGORITHM FOR THE REDUCTION OF METAL CLIP ARTIFACTS IN CT RECONSTRUCTIONS [J].
GLOVER, GH ;
PELC, NJ .
MEDICAL PHYSICS, 1981, 8 (06) :799-807
[8]   CORRECTION FOR BEAM HARDENING IN COMPUTED-TOMOGRAPHY [J].
HERMAN, GT .
PHYSICS IN MEDICINE AND BIOLOGY, 1979, 24 (01) :81-106
[9]   Adaptive streak artifact reduction in computed tomography resulting from excessive x-ray photon noise [J].
Hsieh, J .
MEDICAL PHYSICS, 1998, 25 (11) :2139-2147
[10]   Generalized multi-dimensional adaptive filtering for conventional and spiral single-slice, multi-slice, and cone-beam CT [J].
Kachelriess, M ;
Watzke, O ;
Kalender, WA .
MEDICAL PHYSICS, 2001, 28 (04) :475-490