DocumentCode
2612509
Title
The Monte Carlo simulation of CT based on flat panel detector
Author
Li, Shoupeng ; Li, Jianxin ; Yan, Bin ; Liu, Yongjun ; Li, Lei
Author_Institution
CT Res. Center, Nat. Digital Switching Syst. Eng. & Technol. Res. Center, Zhengzhou, China
Volume
5
fYear
2011
fDate
15-17 Oct. 2011
Firstpage
2798
Lastpage
2801
Abstract
X-ray cone beam Computed Tomography (CT) with flat panel detector has the advantages of speed and high image resolution; it is widely used in industrial Non-Destructive Testing (NDT), medical diagnosis and many other fields. Monte Carlo simulation is the important tool in X-ray imaging field. Due to environmental noise and the output of the simulation is not accurate, the result of simulation does not match the actual one, in other words, the simulation result has some error, especially in system design, this error may have worse impact on the actual imaging system. In this paper, we propose a quartic polynomial model to describe the relationship between the simulation system output and the actual system output. We use simulated data and actual data to determine the parameters of the model. Using this model, we can obtain the approximation output of the real system from the output of the simulation system. The result shows that using this model we can obtain the actual system output with small error.
Keywords
Monte Carlo methods; computerised tomography; nondestructive testing; patient diagnosis; polynomials; Monte Carlo simulation; X-ray cone beam computed tomography; X-ray imaging field; flat panel detector; image resolution; industrial nondestructive testing; medical diagnosis; quartic polynomial model; Computed tomography; Current measurement; Detectors; Monte Carlo methods; Photonics; Time measurement; X-ray imaging; Cone beam CT; Flat Panel Detector; Monte Carlo simulation; X-ray Imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-9304-3
Type
conf
DOI
10.1109/CISP.2011.6100700
Filename
6100700
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