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
fDate :
Oct. 30 2010-Nov. 6 2010
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;
Conference_Titel :
Nuclear Science Symposium Conference Record (NSS/MIC), 2010 IEEE
Conference_Location :
Knoxville, TN
Print_ISBN :
978-1-4244-9106-3
DOI :
10.1109/NSSMIC.2010.5874473