• DocumentCode
    3535807
  • Title

    Beam hardening correction for fan-beam CT imaging with multiple materials

  • Author

    Zhang, Yanbo ; Mou, Xuanqin ; Tang, Shaojie

  • Author_Institution
    Inst. of Image Process. & Pattern Recognition, Xi´´an Jiaotong Univ., Xi´´an, China
  • fYear
    2010
  • fDate
    Oct. 30 2010-Nov. 6 2010
  • Firstpage
    3566
  • Lastpage
    3570
  • Abstract
    In X-ray CT, Beam hardening (BH) effect, which is caused by polychromatic X-ray beam and energy-dependent attenuation coefficients, always introduces cupping and streak artifacts. Most of correction methods can only deal with beam hardening artifacts for a single material or dual-material object, but fail to correct in case of a multi-material object since the correction complexity and instability increase with the increase of the kinds of materials. In this paper, we proposed a multimaterial BH correction method. A binary Legendre polynomial is adopted to correct BH based on bi-parameter imaging physical model, and the Helgasson-Ludwig consistency condition (H-L consistency condition) is introduced to optimally determine the bi-parameters of all materials. In the simulation experiments showed that the proposed method can suppress the artifacts greatly. The corrected values approach very closely to the ideal ones.
  • Keywords
    Legendre polynomials; computerised tomography; medical image processing; Helgasson-Ludwig consistency condition; X-ray CT; beam hardening correction; binary Legendre polynomial; biparameter imaging physical model; correction complexity; correction instability; cupping artifacts; energy-dependent attenuation coefficients; fan beam CT imaging; multimaterial object; multiple materials; polychromatic X-ray beam; streak artifacts; Biomedical imaging; Computed tomography; Image reconstruction; Materials; Polynomials; Training; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record (NSS/MIC), 2010 IEEE
  • Conference_Location
    Knoxville, TN
  • ISSN
    1095-7863
  • Print_ISBN
    978-1-4244-9106-3
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2010.5874473
  • Filename
    5874473