Study on Exponential Filter of Filter Back Projection Algorithm for CT Image Reconstruction

Computer Science ›› 2014, Vol. 41 ›› Issue (Z6): 220-223.

Previous Articles     Next Articles

Study on Exponential Filter of Filter Back Projection Algorithm for CT Image Reconstruction

LUO Yan-hong   

  • Online:2018-11-14 Published:2018-11-14

Abstract: Computed Tomography(CT) image reconstruction playing the core role in CT technique,the performance of reconstruction algorithm is of vital importance to the judgement of accuracy of monitor results.The image of the object is reconstructed from projection data by using algebraic or analytic algorithms.Analytical algorithms are deduced based on rigorous mathematic theories,and have the advantages of fast processing speed.So the analytical algorithms are used widely on CT detection equipment.In the analytic reconstruction algorithms,filter back projection algorithm is the mainstream.The main reason is the filter back projection algorithm has higher operation efficiency,and better reconstructed image quality.It is low cost,easy to realize parallel processing,so it is used in many industrial CT machine.In the process of analytical algorithms,the selection of the filter function playing a decisive role in reconstuction result and efficiency.This paper firstly introduced R-L and S-L filter function,and analyzed their natures.Secondly,it put forward exponential filter function,and analyzed the influence of exponential function in the absence of noise and noise conditions on image reconstruction by adjusting index value of parameter.Lastly, proved by experimental simulation that the exponential filter function can obtain not only better spatial resolution,but also better image properties.

Key words: CT image reconstruction,Filter back projection algorithm,Filter function

[1] 张朝宗,郭志平,等.工业CT技术与原理[M].北京:科学出版社,2009
[2] Ramachandran G N,Lakshminaryanan A V.Three-dimensional reconstruction from radiographs and electron micrographs:Application of Fourier transforms[C]∥Proc.Nat.Acad.Sci.1971,8:2236-2240
[3] Shepp L A,Logan B F.The fourier reconstruction of a head section[J].IEEE Trans.Nucl.Sci.,1974,1:21-43
[4] 范慧荣,等.关于CBP算法中的一种新型滤波函数和它的性质[J].电子学报,2004,2(2):232-235
[5] 张斌.滤波反投影图像重建算法中插值和滤波器研究[D].太原:中北大学,2009
[6] 翟静.三维锥束CT中滤波反投影算法的研究[D].太原:中北大学,2008
[7] 刘晓,杨朝文.RL滤波函数的改进对卷进反投影图像重建的影响[J].四川大学学报:自然科学版,2004,1(1):112-117
[8] Kwoh Y S,Reed I S.Back projection speed improvement for 3-Dreconstruction[J].IEEE Trans.Nul.Sci.,1977,24(5):1999-2005
[9] Chye H-Y,Whalen R T,Bequre G S,et al.Reconstruction Algorithm for Polychromatic CT Imaging:Application to Beam Hardenting Correction [J].IEEE Trans.Med.Imag.,2000,19(1):1-14
[10] Henrik T.Cone-Beam Reconstruction using Filtered Backprojec-tion[M].Linkoping Studies in Science and Technology Dissertation,2001,672:19-21
[11] 庄天戈.CT原理和算法[M].上海:上海交通大学出版社,1992:1-99
[12] 马晨欣.CT图像关键技术研究[D].郑州:解放军信息工程大学,2011

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!