Preliminary attempt on maximum likelihood tomosynthesis reconstruction of DEI data

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

doi:10.1088/1674-1137/33/11/010

Chinese Physics C> 2009, Vol. 33> Issue(11) : 981-985 DOI: 10.1088/1674-1137/33/11/010

Preliminary attempt on maximum likelihood tomosynthesis reconstruction of DEI data

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Tomosynthesis is a three-dimension reconstruction method that can remove the effect of superimposition with limited angle projections. It is especially promising in mammography where radiation dose is concerned. In this paper, we propose a maximum likelihood tomosynthesis reconstruction algorithm (ML-TS) on the apparent absorption data of diffraction enhanced imaging (DEI). The motivation of this contribution is to develop a tomosynthesis algorithm in low-dose or noisy circumstances and make DEI get closer to clinic application. The theoretical statistical models of DEI data in physics are analyzed and the proposed algorithm is validated with the experimental data at the Beijing Synchrotron Radiation Facility (BSRF). The results of ML-TS have better contrast compared with the well known `shift-and-add' algorithm and FBP algorithm.

References

[1]

. Dobbins III J T, Godfery D J. Phys. Med. Biol., 2003, 48:65-1062. Ziedses des Plantes. Acta Radiol., 1932, 13: 182-1923. Grant D G. IEEE Trans. Biomed. Eng., 1972, 19: 20-84. WU T, Moore R H, Ra erty E A et al. Medical Physics,2004, 31: 2636-26475. Suryanarayanan S, Karellas A, Vedantham S et al. AcademicRadiology, 2000, 7: 1085-10976. Chapman D, Thomlinson W, Arfelli F et al. Rev. Sci. Instrum.,1996, 67: 33607. Maksimenko A, Yuasa T, Ando M et al. Appl. Phys. Lett.,2007, 91: 234108-38. Chapman D, Nesch I, Hasnah M O et al. Nucl. Instrum.Methods Phys. Res., Sect. A, 2006, 562: 461-4679. Vine D J, Paganin D M. Appl. Phys. Lett., 2007, 91:254110-310. CHEN Z Q, DING F, HUANG Z F et al. Chin. Phys. C(HEP NP), 2009, 33(11): 961-96611. Natterer F, Wubbeling F. Mathematical Methods in ImageReconstruction. Philadelphia: SIAM, 2001. 10-1312. Lange K, Carson R. J Comput Assist Tomogr., 1984, 8:306-31613. Schultz L J. Cosmic Ray Muon Radiography. Doctor dissertation,Portland State University, 2003. 53-5714. Erdogan H, Fessler J. In Proc. IEEE Intl. Conf. On ImageProcessing, 1998, 2: 680-68415. Ahn S, Fessler J A, Blatt D et al. Proc. IEEE Nuc. Sci.Symp. Med. Im. Conf., 2004, 5: 2835-283916. Lange K, Hunter D R, YANG I. Journal of Computationaland Graphical Statistics, 2000, 9: 1-2017. Suryanarayanan S, Karellas A, Vedantham S et al. Radiology,2002, 225: 801-807

[1]	Chen Tingyang . Application of Maximum Likelihood Method in Reconstruction of Charged Particle Tracks. Chinese Physics C, 1994, 18(Z1): 9-18.
[2]	ZHANG Feng , GAO Yuan-Ning , HUO Lei . A viable method for goodness-of-fit test in maximum likelihood fit. Chinese Physics C, 2011, 35(6): 580-584. doi: 10.1088/1674-1137/35/6/014
[3]	CHEN Jian-Hui , ZHAO Zhen-Tang . Preliminary application of turn-by-turn data analysis to the SSRF storage ring. Chinese Physics C, 2009, 33(7): 590-593. doi: 10.1088/1674-1137/33/7/016
[4]	ZHANG Ying , LIANG Hao-Zhao , MENG Jie . First attempt to overcome the disaster of Dirac sea in imaginary time step method. Chinese Physics C, 2009, 33(S1): 113-115. doi: 10.1088/1674-1137/33/S1/036
[5]	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
[6]	YANG Zong-Chang , QIAN Si-Jin . J/ψ→μ⁺μ^－ reconstruction in the CMS experiment. Chinese Physics C, 2009, 33(3): 161-169. doi: 10.1088/1674-1137/33/3/001
[7]	LIANG Yu-Tie , LIU Kun , YOU Zheng-Yun , MAO Ya-Jun , LI Wei-Dong . Track reconstruction in the BESⅢ muon counter. Chinese Physics C, 2009, 33(8): 666-672. doi: 10.1088/1674-1137/33/8/013
[8]	Ju Guan , Li-Ming Song , Zhuo-Xi Huo . Application of a multiscale maximum entropy image restoration algorithm to HXMT observations. Chinese Physics C, 2016, 40(8): 086203. doi: 10.1088/1674-1137/40/8/086203
[9]	Pei-Xian Li , Meng-Yun Guan , Chang-Gen Yang , Peng Zhang , Jin-Chang Liu , Yong-Peng Zhang , Cong Guo , Yi Wang . Preliminary test results of LAr prototype detector. Chinese Physics C, 2016, 40(11): 116005. doi: 10.1088/1674-1137/40/11/116005
[10]	LIAO Yan-Fei , ZHANG Zhi-Ming , LI Dao-Wu , SHUAI Lei , SHAN Bao-Ci , HUANG Xian-Chao , LIU Jun-Hui , CHEN Yan , WANG Ying-Jie , LIU Shuang-Quan , WANG Pei-Lin , WEI Shu-Jun , WEI Long . Preliminary study of depth of interaction measurement for a PET detector. Chinese Physics C, 2011, 35(11): 1070-1073. doi: 10.1088/1674-1137/35/11/017
[11]	MA Hui-Zhou , XU Gang , LEI Ge , CAO Jian-She , MA Li , ZHANG Lei , YUE Jun-Hui , SUI Yan-Feng . Preliminary study of residual orbit oscillation in BEPCⅡ. Chinese Physics C, 2008, 32(10): 849-851. doi: 10.1088/1674-1137/32/10/017
[12]	YIN Xue-Jun , LI A-Hong , XIAO Yong-Chuang , CHEN Qiang , LIU Hua-Chang , GONG Ke-Yun , FU Shi-Nian . Preliminary study on the RF tuning of CSNS DTL. Chinese Physics C, 2014, 38(2): 027002. doi: 10.1088/1674-1137/38/2/027002
[13]	ZHANG Bin , CHEN Yi-Xue , YANG Shou-Hai , WU Jun , YIN Wen , LIANG Tian-Jiao , JIA Xue-Jun . Preliminary shielding analysis for the CSNS target station monolith. Chinese Physics C, 2010, 34(11): 1775-1778. doi: 10.1088/1674-1137/34/11/021
[14]	SHANG Yong , ZHU Kun , CAO Chao , ZHU Jun-Gao , LU Yuan-Rong , GUO Zhi-Yu , CHEN Jia-Er , YAN Xue-Qing . Preliminary design of a laser accelerator beam line. Chinese Physics C, 2014, 38(11): 117011. doi: 10.1088/1674-1137/38/11/117011
[15]	Yong-Chun Feng , Rui-Shi Mao , Peng Li , Xin-Cai Kang , Yan Yin , Tong Liu , Yao-Yao You , Yu-Cong Chen , Tie-Cheng Zhao , Zhi-Guo Xu , Yan-Yu Wang , You-Jin Yuan . Beam distribution reconstruction simulation for electron beam probe. Chinese Physics C, 2017, 41(7): 077001. doi: 10.1088/1674-1137/41/7/077001
[16]	NIU Li-Bo , LI Yu-Lan , HUANG Meng , HE Bin , LI Yuan-Jing . Track reconstruction based on Hough-transform for nTPC. Chinese Physics C, 2014, 38(12): 126201. doi: 10.1088/1674-1137/38/12/126201
[17]	F. Aharonian , Q. An , Axikegu , L. X. Bai , Y. X. Bai , Y. W. Bao , D. Bastieri , X. J. Bi , Y. J. Bi , H. Cai , J. T. Cai , Z. Cao , Z. Cao , J. Chang , J. F. Chang , X. C. Chang , B. M. Chen , J. Chen , L. Chen , L. Chen , L. Chen , M. J. Chen , M. L. Chen , Q. H. Chen , S. H. Chen , S. Z. Chen , T. L. Chen , X. L. Chen , Y. Chen , N. Cheng , Y. D. Cheng , S. W. Cui , X. H. Cui , Y. D. Cui , B. Z. Dai , H. L. Dai , Z. G. Dai , Danzengluobu , D. della Volpe , B. D'Ettorre Piazzoli , X. J. Dong , J. H. Fan , Y. Z. Fan , Z. X. Fan , J. Fang , K. Fang , C. F. Feng , L. Feng , S. H. Feng , Y. L. Feng , B. Gao , C. D. Gao , Q. Gao , W. Gao , M. M. Ge , L. S. Geng , G. H. Gong , Q. B. Gou , M. H. Gu , J. G. Guo , X. L. Guo , Y. Q. Guo , Y. Y. Guo , Y. A. Han , H. H. He , H. N. He , J. C. He , S. L. He , X. B. He , Y. He , M. Heller , Y. K. Hor , C. Hou , X. Hou , H. B. Hu , S. Hu , S. C. Hu , X. J. Hu , D. H. Huang , Q. L. Huang , W. H. Huang , X. T. Huang , Z. C. Huang , F. Ji , X. L. Ji , H. Y. Jia , K. Jiang , Z. J. Jiang , C. Jin , D. Kuleshov , K. Levochkin , B. B. Li , C. Li , C. Li , F. Li , H. B. Li , H. C. Li , H. Y. Li , J. Li , K. Li , W. L. Li , X. Li , X. Li , X. R. Li , Y. Li , Y. Z. Li , Z. Li , Z. Li , E. W. Liang , Y. F. Liang , S.J. Lin , B. Liu , C. Liu , D. Liu , H. Liu , H. D. Liu , J. Liu , J. L. Liu , J. L. Liu , J. S. Liu , J. Y. Liu , M. Y. Liu , R. Y. Liu , S. M. Liu , W. Liu , Y. N. Liu , Z. X. Liu , W. J. Long , R. Lu , H. K. Lv , B. Q. Ma , L. L. Ma , X. H. Ma , J. R. Mao , A. Masood , W. Mitthumsiri , T. Montaruli , Y. C. Nan , B. Y. Pang , P. Pattarakijwanich , Z. Y. Pei , M. Y. Qi , D. Ruffolo , V. Rulev , A. Sáiz , L. Shao , O. Shchegolev , X. D. Sheng , J. R. Shi , H. C. Song , Yu.V. Stenkin , V. Stepanov , Q. N. Sun , X. N. Sun , Z. B. Sun , P. H. T. Tam , Z. B. Tang , W. W. Tian , B. D. Wang , C. Wang , H. Wang , H. G. Wang , J. C. Wang , J. S. Wang , L. P. Wang , L. Y. Wang , R. N. Wang , W. Wang , W. Wang , X. G. Wang , X. J. Wang , X. Y. Wang , Y. D. Wang , Y. J. Wang , Y. P. Wang , Z. Wang , Z. Wang , Z. H. Wang , Z. X. Wang , D. M. Wei , J. J. Wei , Y. J. Wei , T. Wen , C. Y. Wu , H. R. Wu , S. Wu , W. X. Wu , X. F. Wu , S. Q. Xi , J. Xia , J. J. Xia , G. M. Xiang , G. Xiao , H. B. Xiao , G. G. Xin , Y. L. Xin , Y. Xing , D. L. Xu , R. X. Xu , L. Xue , D. H. Yan , C. W. Yang , F. F. Yang , J. Y. Yang , L. L. Yang , M. J. Yang , R. Z. Yang , S. B. Yang , Y. H. Yao , Z. G. Yao , Y. M. Ye , L. Q. Yin , N. Yin , X. H. You , Z. Y. You , Y. H. Yu , Q. Yuan , H. D. Zeng , T. X. Zeng , W. Zeng , Z. K. Zeng , M. Zha , X. X. Zhai , B. B. Zhang , H. M. Zhang , H. Y. Zhang , J. L. Zhang , J. W. Zhang , L. Zhang , L. Zhang , L. X. Zhang , P. F. Zhang , P. P. Zhang , R. Zhang , S. R. Zhang , S. S. Zhang , X. Zhang , X. P. Zhang , Y. Zhang , Y. Zhang , Y. F. Zhang , Y. L. Zhang , B. Zhao , J. Zhao , L. Zhao , L. Z. Zhao , S. P. Zhao , F. Zheng , Y. Zheng , B. Zhou , H. Zhou , J. N. Zhou , P. Zhou , R. Zhou , X. X. Zhou , C. G. Zhu , F. R. Zhu , H. Zhu , K. J. Zhu , X. Zuo , (The LHAASO Collaboration) . Geometrical reconstruction of fluorescence events observed by the LHAASO experiment. Chinese Physics C, 2021, 45(4): 1-10.
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WANG Zhen-Tian, HUANG Zhi-Feng, ZHANG Li, KANG Ke-Jun, CHEN Zhi-Qiang and ZHU Pei-Ping. Preliminary attempt on maximum likelihood tomosynthesis reconstruction of DEI data[J]. Chinese Physics C, 2009, 33(11): 981-985. doi: 10.1088/1674-1137/33/11/010

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

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沈阳化工大学材料科学与工程学院沈阳 110142

Preliminary attempt on maximum likelihood tomosynthesis reconstruction of DEI data

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Preliminary attempt on maximum likelihood tomosynthesis reconstruction of DEI data

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