Optics and Precision Engineering, Volume. 22, Issue 11, 3100(2014)

Denoising method of micro-focus X-ray images corrupted with mixed multiplicative and additive noises

GAO Hong-xia1...2,*, WU Li-xuan1,2, XU Han1,2, KANG Hui3, and HU Yue-ming12 |Show fewer author(s)
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    References(15)

    [1] [1] LI Y B, LI X L, JIANG Y M, et al.. Micro-focus X-ray CT and its application in nondestructive testing [J]. Nondestructive Testing, 1999, 21(12): 549-552. (in Chinese)

    [2] [2] WANG SH W. Medical Imaging Technology Tutorials [M]. Beijing: China Railway Press, 2007. (in Chinese)

    [3] [3] WANG J, LIANG Z, LU H, et al.. Recent development of low-dose X-ray cone-beam computed tomography [J]. Current Medical Imaging Reviews(CMIR) Journal, 2010, 6(2): 72- 81.

    [4] [4] LU H B, HSIAO I T, LI X, et al.. Noise properties of low-dose CT projections and noise treatment by scale transformation [C]. 2001 IEEE Nuclear Science Symposium Conference Record, San Diego: IEEE, 2002: 1662- 1666.

    [5] [5] LA P J, BILL MIRE D M. Reduction of noise-induced streak artifacts in X-ray computed tomography through spline based penalized likelihood sonogram smoothing [J]. IEEE Trans. Med. Image, 2005, 24(1): 105-111.

    [6] [6] WANG J, LI T, LU H, et al.. Penalized weighted least-squares approach to sonogram noise reduction and image reconstruction for low-dose X-ray computed tomography [J]. IEEE Trans. Med. Image, 2006, 25(10): 1272-283.

    [9] [9] ZHANG Y K, ZHANG J Y, LU H B. Noise Reduction of low-dose CT sinograms based on EM algorithm [J]. Acta Electronica Sinica, 2012, 40(1): 27-34. (in Chinese)

    [10] [10] IRRERA P, BLOCH I, DELPLANQUE M. A denoising method for whole-body low-dose X-ray images with adaptable parameter control [C]. 2013 IEEE 10th International Symposium on Biomedical Imaging, San Francisco, 2013: 1240-1243.

    [11] [11] RUDIN L, LIONS P L, OSHER S. Multiplicative Denoising and Deblurring: Theory and Algorithms [M]. New York: Springer New York, 2003: 103-119.

    [12] [12] FIGUEIREDO M A T, NOWAK R D, WRIGHT S J. Gradient projection to compressed sensing and other inverse problem [J]. Journal of Selected Topics in Signal Processing: Special Issue on Convex Optimization Methods for Signal Processing, 2007, 1(4): 586-598.

    [14] [14] WANG L, LU J M, LI Y Q, et al.. Noise removal for medical X-ray images in multiwavelet domain [C]. 2006 International Symposium on Intelligent Signal Processing and Communication Systems, Japan, 2006: 594-597.

    [15] [15] TANG X J. Image restoration research based on Regularization method [D]. Wuhan: Huazhong University of Science and Technology, 2006.

    CLP Journals

    [1] GAO Hong-xia, XIE Jian-he, ZENG Run-hao, WU Zi-ling, MA Ge. Sparse reconstruction method based on integrating data fidelity term and sparse constraint term[J]. Optics and Precision Engineering, 2017, 25(9): 2437

    [2] Chen Zhengwei, Zhang Fang, Zhou Yang, Huang Huijie. Denoising Method of Spectral Signal with Multiplicative and Additive Mixed Random Noises[J]. Acta Optica Sinica, 2017, 37(7): 730001

    Tools

    Get Citation

    Copy Citation Text

    GAO Hong-xia, WU Li-xuan, XU Han, KANG Hui, HU Yue-ming. Denoising method of micro-focus X-ray images corrupted with mixed multiplicative and additive noises[J]. Optics and Precision Engineering, 2014, 22(11): 3100

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: May. 23, 2014

    Accepted: --

    Published Online: Dec. 8, 2014

    The Author Email: Hong-xia GAO (hxgao@scut.edu.cn)

    DOI:10.3788/ope.20142211.3100

    Topics