Robust scatter correction method for cone-beam CT using an interlacing-slit plate

  • Cone-beam computed tomography (CBCT) has been widely used in medical imaging and industrial nondestructive testing, but the presence of scattered radiation will cause significant reduction of image quality. In this article, a robust scatter correction method for CBCT using an interlacing-slit plate (ISP) is carried out for convenient practice. Firstly, a Gaussian filtering method is proposed to compensate the missing data of the inner scatter image, and simultaneously avoid too-large values of calculated inner scatter and smooth the inner scatter field. Secondly, an interlacing-slit scan without detector gain correction is carried out to enhance the practicality and convenience of the scatter correction method. Finally, a denoising step for scatter-corrected projection images is added in the process flow to control the noise amplification The experimental results show that the improved method can not only make the scatter correction more robust and convenient, but also achieve a good quality of scatter-corrected slice images.
      PCAS:
  • 加载中
  • [1] J. P. Kruth, M. Bartscher, S. Carmignato et al, CIRP Ann.-Manuf. Technol., 60 (2):821-842(2011)
    [2] L. D. Chiffre, S. Carmignato, J. P. Kruth et al, CIRP Ann.-Manuf. Technol., 63 (2):655-677(2014)
    [3] J. J. Lifton, A. A. Malcolm, and J. W. McBride, Meas. Sci. Technol., 26 (3):035003(2015)
    [4] M. Endo, S. Mori, T. Tsunoo et al, IEEE Trans. Nucl. Sci., 50 (5):1667-1671(2003)
    [5] X. Wang, B. Yan, H. Liu et al, Acta Phys. Sin., 62 (9):098702(2013) (in Chinese)
    [6] S. A. Graham, D. J. Moseley, J. H. Siewerdsen et al, Med. Phys., 34 (7):2691-2703(2007)
    [7] A. M. Coatesa, A. M. Dixonb, and J. Huckleb, Radiography, 18 (4):250-255(2012)
    [8] Q. Li, B. Yan, L. Li et al, High Power Laser and Particle Beams, 24 (9):2235-2238(2012) (in Chinese)
    [9] G. Mettivier, N. Lanconelli, M. S. Lo et al, IEEE Trans. Nucl. Sci., 59 (5):2008-2019(2012)
    [10] M. Baer and M. Kachelrie, Phys. Med. Biol., 57 (21):6849-6867(2012)
    [11] R. Ning, X. Tang, and D. Conover, Med. Phys., 31 (5):1195-1202(2004)
    [12] K. Schrner, M. Goldammer, and J. Stephan, Nucl. Instrum. Methods Phys. Res. Sect. B-Beam Interact. Mater. Atoms, 269 (3):292-299(2011)
    [13] D. H. Zhang, D. C. Hu, K. D. Huang et al, China Mechanical Engineering, 20 (6):639-643(2009) (in Chinese)
    [14] T. Niu and L. Zhu, Med. Phys., 38 (11):6027-6038(2011)
    [15] L. Ouyang, K. Song and J. Wang, Med. Phys., 40 (7):071903(2013)
    [16] S. P. Xie and L. M. Luo, Chin. Phys. C, 36 (6):566-572(2012)
    [17] S. P. Xie and L. M. Luo, Acta Electronica Sinica, 39 (7):1708-1711(2011) (in Chinese)
    [18] H. Gao, R. Fahrig, N. R. Bennett et al, Med. Phys., 37 (2):934-946(2010)
    [19] K. D. Huang, H. Zhang, Y. K. Shi et al, Chin. Phys. B, 23 (9):098106(2014)
    [20] J. A. Seibert, O. Nalcioglu, and W. W. Roeck, Med. Phys., 11 (2):172-179(1984)
    [21] D. Lazos and J. F. Williamson, Med. Phys., 39 (9):5639(2012)
    [22] J. Babaud, A. P. Witkin, M. Baudin et al, IEEE Trans. Pattern Anal. Mach. Intell., 8 (1):26-33(1986)
    [23] L. Alvarez, P. L. Lions, and J. M. Morel, SIAM J. Numer. Anal., 29 (3):845-866(1992)
    [24] M. Elad, IEEE Trans. Image Process., 11 (10):1141-1151(2002)
    [25] L. I. Rudin, S. Osher, and E. Fatemi, Physica D:Nonlinear Phenomena, 60 (1-4):259-268(1992)
    [26] P. Sharma, K. Khan, and K. Ahmad, Int. J. Wavelets Multiresolut Inf. Process., 12 (6):1450038(2014)
    [27] A. Buades, B. Coll, and J. M. Morel, Multiscale Model. Simul., 4 (2):490-530(2005)
    [28] L. A. Feldkamp, L. C. Davis, and J. W. Kress, J. Opt. Soc. Am. A, 1 (6):612-619(1984)
    [29] H. Zhang, K. D. Huang, Y. K. Shi et al, Computerized tomography theory and applications, 21 (2):247-254(2012) (in Chinese)
    [30] K. D. Huang, D. H. Zhang, M. J. Li et al, Acta Phys. Sin., 62 (21):210702(2013) (in Chinese)
  • 加载中

Get Citation
Kui-Dong Huang, Zhe Xu, Ding-Hua Zhang, Hua Zhang and Wen-Long Shi. Robust scatter correction method for cone-beam CT using an interlacing-slit plate[J]. Chinese Physics C, 2016, 40(6): 068202. doi: 10.1088/1674-1137/40/6/068202
Kui-Dong Huang, Zhe Xu, Ding-Hua Zhang, Hua Zhang and Wen-Long Shi. Robust scatter correction method for cone-beam CT using an interlacing-slit plate[J]. Chinese Physics C, 2016, 40(6): 068202.  doi: 10.1088/1674-1137/40/6/068202 shu
Milestone
Received: 2015-10-14
Revised: 2016-01-14
Fund

    Supported by National Science and Technology Major Project of the Ministry of Industry and Information Technology of China (2012ZX04007021), Aeronautical Science Fund of China (2014ZE53059), and Fundamental Research Funds for Central Universities of China (3102014KYJD022)

Article Metric

Article Views(1366)
PDF Downloads(613)
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

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Email This Article

Title:
Email:

Robust scatter correction method for cone-beam CT using an interlacing-slit plate

    Corresponding author: Kui-Dong Huang,
  • 1.  Key Lab of Contemporary Design and Integrated Manufacturing Technology of the Ministry of Education, Northwestern Polytechnical University, Xi'an 710072, China
  • 2.  School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an 710072, China
Fund Project:  Supported by National Science and Technology Major Project of the Ministry of Industry and Information Technology of China (2012ZX04007021), Aeronautical Science Fund of China (2014ZE53059), and Fundamental Research Funds for Central Universities of China (3102014KYJD022)

Abstract: Cone-beam computed tomography (CBCT) has been widely used in medical imaging and industrial nondestructive testing, but the presence of scattered radiation will cause significant reduction of image quality. In this article, a robust scatter correction method for CBCT using an interlacing-slit plate (ISP) is carried out for convenient practice. Firstly, a Gaussian filtering method is proposed to compensate the missing data of the inner scatter image, and simultaneously avoid too-large values of calculated inner scatter and smooth the inner scatter field. Secondly, an interlacing-slit scan without detector gain correction is carried out to enhance the practicality and convenience of the scatter correction method. Finally, a denoising step for scatter-corrected projection images is added in the process flow to control the noise amplification The experimental results show that the improved method can not only make the scatter correction more robust and convenient, but also achieve a good quality of scatter-corrected slice images.

    HTML

Reference (30)

目录

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return