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
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