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

WANG Zhen-Tian; ZHANG Li; HUANG Zhi-Feng; KANG Ke-Jun; CHEN Zhi-Qiang; FANG Qiao-Guang; ZHU Pei-Ping

doi:10.1088/1674-1137/33/11/009

Chinese Physics C> 2009, Vol. 33> Issue(11) : 975-980 DOI: 10.1088/1674-1137/33/11/009

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

Abstract
HTML
Reference
Related

PDF

Abstract：
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).

References

[1]

. Chapman D, Thomlinson W, Arfelli F et al. Rev. Sci. In-strum., 1996, 67: 33602. Dilmanian F A, ZHONG Z, REN B et al. Phys. Med. Biol.,2000, 45: 933-463. Pavlov K M, Kewish C M, Davis J R et al. J. Phys. D:Appl. Phys., 2001, 34: A168-724. Maksimenko A, Ando M, Hiroshi S et al. Appl. Phys. Lett.,2005, 86: 1241055. HUANG Z F, KANG K J, ZHANG Li et al. Appl. Phys.Lett., 2006, 89: 0411246. ZHU P P, WANG J Y, YUAN Q X et al. Appl. Phys. Lett.,2005, 87: 2641017. LIU Y J, ZHU P P, CHEN B et al. Phys. Med. Biol., 2007,52: L5-L138. ZHANG Kai, ZHU Pei-Ping, HUANG Wan-Xia et al. Acta Physica Sinica, 2008, 57(6): 3410-3418 (in Chinese)9. CHEN Z Q, DING F, HUANG Z F et al. Chin. Phys. C(HEP NP), 2009, 33(11): 961-96610. HUANG Z F, KANG K J, ZHU P P et al. Phys. Med. Biol.,2007, 52: 1-1211. Oltulu O, ZHONG Z, Hasnah M et al. J. Phys. D: Appl.Phys., 2003, 36: 2152-612. Gilbert P. J. Theor. Biol., 1972, 76: 105-11713. Kak A C, Slaney M. Principles of Computerized Tomographic Imaging. New York: IEEE Press, 198814. Hudson H M, Larkin R S. IEEE Trans. Med. Imaging, 1994,13(4): 601-915. Perona P, Malik J. IEEE Trans. Pattern Anal. Mach. In-tell., 1990, 12(7): 629-39

[1]	LIU Long , HUANG Yang , XU Qing , YAN Ling-Tong , LI Li , FENG Song-Lin , FENG Xiang-Qian . Attenuation correction of L-shell X-ray fluorescence computed tomography imaging. Chinese Physics C, 2015, 39(3): 038203. doi: 10.1088/1674-1137/39/3/038203
[2]	FAN Xing-Ming , WANG Yi , WANG Xue-Wu , ZENG Zhi , ZENG Ming , ZHAO Zi-Ran , CHENG Jian-Ping . A position resolution MRPC for muon tomography. Chinese Physics C, 2014, 38(4): 046003. doi: 10.1088/1674-1137/38/4/046003
[3]	ZHOU Xiao-Lin , YUN Ming-Kai , CAO Xue-Xiang , LIU Shuang-Quan , WANG Lu , HUANG Xian-Chao , WEI Long . Evaluation of imaging protocol for ECT based on CS image reconstruction algorithm. Chinese Physics C, 2014, 38(4): 048201. doi: 10.1088/1674-1137/38/4/048201
[4]	YAN Bin , DENG Lin , HAN Yu , ZHANG Feng , WANG Xian-Chao , LI Lei . Fast local reconstruction by selective backprojection for low dose in dental computed tomography. Chinese Physics C, 2014, 38(10): 108201. doi: 10.1088/1674-1137/38/10/108201
[5]	ZHANG Kai , YUAN Qing-Xi , HUANG Wan-Xia , ZHU Pei-Ping , WU Zi-Yu . DEIReconstructor: a software for diffraction enhanced imaging processing and tomography reconstruction. Chinese Physics C, 2014, 38(10): 106202. doi: 10.1088/1674-1137/38/10/106202
[6]	XIU Qing-Lei , DONG Ming-Yi , LIU Rong-Guang , ZHANG Jian , OUYANG Qun , CHEN Yuan-Bo . Reconstruction algorithm study of 2D interpolating resistive readout structure. Chinese Physics C, 2013, 37(10): 106002. doi: 10.1088/1674-1137/37/10/106002
[7]	WANG Yan-Fang , UE Jie-Min , CAO Da-Quan , SUN Cui-Li , ZHAO Wei , WEI Cun-Feng , SHI Rong-Jian , WEI Long . Measurement of the spatial resolution and the relative density resolution in an industrial cone-beam micro computed tomography system. Chinese Physics C, 2013, 37(7): 078202. doi: 10.1088/1674-1137/37/7/078202
[8]	QUE Jie-Min , CAO Da-Quan , ZHAO Wei , TANG Xiao , SUN Cui-Li , WANG Yan-Fang , WEI Cun-Feng , SHI Rong-Jian , WEI Long , YU Zhong-Qiang , YAN Yong-Lian . Computed laminography and reconstruction algorithm. Chinese Physics C, 2012, 36(8): 777-783. doi: 10.1088/1674-1137/36/8/017
[9]	WANG Bin , CHEN Ya-Zheng , LI Xue-Qian . Earthquake forecast via neutrino tomography. Chinese Physics C, 2011, 35(4): 325-332. doi: 10.1088/1674-1137/35/4/002
[10]	YUN Ming-Kai , LIU Shuang-Quan , SHAN Bao-Ci , WEI Long . An advanced fully 3D OSEM reconstruction for positron emission tomography. Chinese Physics C, 2010, 34(2): 231-236. doi: 10.1088/1674-1137/34/2/015
[11]	TAN Gao , WANG Hua-Qiao , CHEN Yu , YUAN Qing-Xi , LI Gang , ZHANG Xiao-Dan , ZHU Pei-Ping , ZHONG Xiu-Feng , TANG Jin-Tian . X-ray diffraction enhanced imaging study of intraocular tumors in human beings. Chinese Physics C, 2010, 34(2): 237-244. doi: 10.1088/1674-1137/34/2/016
[12]	WANG Ji-Ke , MAO Ze-Pu , BIAN Jian-Ming , CAO Guo-Fu . BESⅢ track fitting algorithm. Chinese Physics C, 2009, 33(10): 870-879. doi: 10.1088/1674-1137/33/10/010
[13]	ZHOU Ri-Feng , WANG Jue , CHEN Wei-Min . X-ray beam hardening correction for measuring density in linear acceleratorindustrial computed tomography. Chinese Physics C, 2009, 33(7): 599-602. doi: 10.1088/1674-1137/33/7/018
[14]	CHEN Zhi-Qiang , DING Fei , HUANG Zhi-Feng , ZHANG Li , YIN Hong-Xia , WANG Zhen-Chang , ZHU Pei-Ping . Polynomial curve fitting method for refraction-angle extraction in diffraction enhanced imaging. Chinese Physics C, 2009, 33(11): 969-974. doi: 10.1088/1674-1137/33/11/008
[15]	ZHANG Xi , YUAN Qing-Xi , YANG Xin-Rong , LI Hai-Qing , CHEN Yu , CHEN Shao-Liang , ZHU Pei-Ping , HUANG Wan-Xia . Medical application of diffraction enhanced imaging in mouse liver blood vessels. Chinese Physics C, 2009, 33(11): 986-990. doi: 10.1088/1674-1137/33/11/011
[16]	CHEN Yu , JIA Quan-Jie , LI Gang , WANG Yu-Zhu , XUE Xian-Ying , JIANG Xiao-Ming , CHEN Zhi-Hua , PAN Lin , LI Hong-Yan . Refraction Angle and Edge Visibility in X-Ray Diffraction Enhanced Imaging. Chinese Physics C, 2007, 31(10): 982-989.
[17]	HUANG Zhi-Feng , LI Zheng , KANG Ke-Jun , ZHU Pei-Ping , YUAN Qing-Xi , HUANG Wan-Xia , WANG Jun-Yue , LI Gang , ZHANG Di , YU Ai-Min . Study on Extraction Method of Phase Information in X-Ray Diffraction Enhanced Imaging. Chinese Physics C, 2005, 29(S1): 133-136.
[18]	LIU Cheng-Lin , ZHANG Yuan , ZHANG Xin-Yi , YANG Wen-Tao , PENG Wei-Jun , SHI Da-Ren , ZHU Pei-Ping , HUANG Wan-Xia , YUAN Qing-Xi . Diffraction Enhanced Imaging of Breast Tissue. Chinese Physics C, 2005, 29(S1): 130-132.
[19]	YUAN Qing-Xi , WANG Jun-Yue , ZHU Pei-Ping , HUANG Wan-Xia , SHU Hang , HU Tian-Dou , WU Ziyu . Computed Tomography Using Peak-Position Image of Diffraction Enhanced Imaging. Chinese Physics C, 2005, 29(10): 1023-1026.
[20]	JIANG Xiao-Ming , LI Gang , CHEN Zhi-Hua , TANG Jin-Tian . Refractive Contrast in X-Ray Diffraction Enhanced Imaging. Chinese Physics C, 2004, 28(12): 1282-1290.

Access

Get Citation

WANG Zhen-Tian, ZHANG Li, HUANG Zhi-Feng, KANG Ke-Jun, CHEN Zhi-Qiang, FANG Qiao-Guang and ZHU Pei-Ping. An ART iterative reconstruction algorithm for computed tomography of diffraction enhanced imaging[J]. Chinese Physics C, 2009, 33(11): 975-980. doi: 10.1088/1674-1137/33/11/009

RIS(for EndNote,Reference Manager,ProCite)

BibTex

Txt

Milestone

Received: 2008-12-17
Revised: 2009-04-02

Article Metric

Article Views(2989)
PDF Downloads(748)
Cited by(0)

Policy on re-use

To reuse of subscription content published by CPC, the users need to request permission from CPC, unless the content was published under an Open Access license which automatically permits that type of reuse.

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

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

Corresponding author: HUANG Zhi-Feng,

Received Date: 2008-12-17

Accepted Date: 2009-04-02

Available Online: 2009-11-05

Abstract: 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).

HTML

Reference (1)

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

Abstract：

References

Access

Article Metrics

Metrics

通讯作者: 陈斌, bchen63@163.com

Email This Article