An ART iterative reconstruction algorithm for computed tomography of diffraction enhanced imaging

被引:4
作者
王振天 [1 ,2 ]
张丽 [1 ,2 ]
黄志峰 [1 ,2 ]
康克军 [1 ,2 ]
陈志强 [1 ,2 ]
方侨光 [1 ,2 ]
朱佩平 [3 ]
机构
[1] Department of Engineering Physics, Tsinghua University
[2] Key Laboratory of Particle & Radiation Imaging(Tsinghua University)Ministry of Education
[3] Beijing Synchrotron Radiation Facility, Institute of High Energy Physics
关键词
diffraction enhanced imaging; algebra reconstruction technique; phase contrast imaging;
D O I
暂无
中图分类号
TP391.41 [];
学科分类号
080203 ;
摘要
X-ray diffraction enhanced imaging(DEI) has extremely high sensitivity for weakly absorbing low-Z samples in medical and biological fields.In this paper, we propose an Algebra Reconstruction Technique(ART) iterative reconstruction algorithm for computed tomography of diffraction enhanced imaging(DEI-CT).An Ordered Subsets(OS) technique is used to accelerate the ART reconstruction.Few-view reconstruction is also studied, and a partial differential equation(PDE) type filter which has the ability of edge-preserving and denoising is used to improve the image quality and eliminate the artifacts.The proposed algorithm is validated with both the numerical simulations and the experiment at the Beijing synchrotron radiation facility(BSRF).
引用
收藏
页码:975 / 980
页数:6
相关论文
共 15 条
[1]  
Extraction of extinction, refraction and absorption properties in diffraction enhanced imaging. Oltulu O,,Zhong Z,Hasnah M, et al. Journal of Physics D Applied Physics . 2003
[2]  
Zhu P P,Wang J Y,Yuan Q X,et al. Applied Physics Letters . 2005
[3]  
Computed tomographic reconstruction based on x-ray refraction contrast. Maksimenko A,Ando M,Hiroshi S,Yuasa T. Applied Physics . 2005
[4]  
A variant on the geomet-rical optics approximation in diffraction enhanced tomography. Pavlov KM,Kewish CM,Davis JR,et al. Journal of Physics D Applied Physics . 2001
[5]  
1996 Mammography imaging studies using a Laue crystal analyzer. Chapman D,Thomlinson W,Arfelli F,et al. The Review of Scientific Instruments . 1996
[6]  
Computed tomography of Xray index of refraction using the diffraction enhanced imaging method. Dilmanian FA,Zhong Z,Ren B,et al. Physics in Medicine and Biology . 2000
[7]  
Scale-space and edge detection using anisotropic diffusion. Perona P,Malik J. IEEE Transactions on Pattern Analysis and Machine Intelligence . 1990
[8]  
Accelerated image reconstruction using ordered subsets of projection data. Hudson HM,Larkin RS. IEEE Transactions on Medical Imaging . 1994
[9]  
Principles of Computerized Tomographic Imaging. Kak AC,Slaney M. . 1988
[10]  
Gilbert P. Journal of Theoretical Biology . 1972