DocumentCode
2087757
Title
A Novel Beam Hardening Correction Method for Computed Tomography
Author
Li, Baolei ; Zhang, Quanhong ; Li, Junjiang
Author_Institution
Beihang Univ., Beijing
fYear
2007
fDate
23-27 May 2007
Firstpage
891
Lastpage
895
Abstract
As a polychromatic x-ray beam passes through matter, the lower energy photons are preferentially absorbed mainly because of photoelectric absorption. So the spectrum becomes narrow. This leads to various artifacts in reconstruction image and imaging degradation. Cupping artifact is one of them. A novel beam hardening correction method based on reprojection is presented here. Firstly, the original CT (computed tomography) image is segmented into a binary image. Secondly, reproject the binary image for getting the path length information of x-ray penetrating specimen. Thirdly, lit the relationship between the thickness of the specimen and the original polychromatic projection by polynomial function to gain the beam hardening correction model. Then, according to the model, the original polychromatic projections are corrected. CT image reconstructed from the corrected projections shows that the cupping artifacts are effectively eliminated. However, new noise arise in the CT image .To improve the result, one adaptive filtering method are described to denoise the original projections. The final excellent result indicates that the method is effective. Compare with conventional method with the polynomial fit technique, this method doesn´t need wedge-shaped phantom that is used to acquire the correction model. And the noise of the CT image is lower than the conventional method.
Keywords
computerised tomography; image denoising; image reconstruction; medical image processing; beam hardening correction; computed tomography; cupping artifact; image denoising; image reconstruction; imaging degradation; photoelectric absorption; polychromatic X-ray beams; Adaptive filters; Computed tomography; Degradation; Electromagnetic wave absorption; Image reconstruction; Image segmentation; Imaging phantoms; Optical imaging; Polynomials; X-ray imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Complex Medical Engineering, 2007. CME 2007. IEEE/ICME International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-1077-4
Electronic_ISBN
978-1-4244-1078-1
Type
conf
DOI
10.1109/ICCME.2007.4381869
Filename
4381869
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