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Journal of Tsinghua University(Science and Technology)    2015, Vol. 55 Issue (1) : 115-121     DOI:
Orginal Article |
An exponential-type weighting function for CT reconstruction with a displaced detector array
Yi DU,Xiangang WANG(),Xincheng XIANG
Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing 100084, China
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Abstract  

For computed tomography (CT) with a displaced detector array, projections should be weighted by a weighting function to fit the filtered-backprojection (FBP) image reconstruction algorithm. Existing weighting functions have complicated piecewise forms and do not give good noise suppression. This study uses Sigmoid-like exponential weighting function, which is continuous, differentiable, and simple. Fourier transforms are used for the weighted FBP algorithm to obtain the residual terms of the frequency response for white noise. The residuals of this function are lower than those of wary function at high frequencies. The fan-beam and cone-beam geometries with displaced detector arrays were simulated with the images reconstructed using the FBP weighted by the Parker function, Wang function, and the present function. Subjective and objective evaluations show that for ideal noise-free conditions, the image qualities for the three functions are quite close; while with noisy conditions, the images given by the present function are smoother with sharper edges and higher contrast with improved F-norm, and mean squared error (MSE), contrast noise ratio (CNR) indices. Thus, this function is simpler and gives better noise suppression than the existing Parker and Wang functions.

Keywords computed tomography (CT)      displaced detector scanning      reconstruction      weighting function      noise suppression     
Issue Date: 20 January 2015
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Yi DU
Xiangang WANG
Xincheng XIANG
Cite this article:   
Yi DU,Xiangang WANG,Xincheng XIANG. An exponential-type weighting function for CT reconstruction with a displaced detector array[J]. Journal of Tsinghua University(Science and Technology), 2015, 55(1): 115-121.
URL:  
http://jst.tsinghuajournals.com/EN/     OR     http://jst.tsinghuajournals.com/EN/Y2015/V55/I1/115
  
  
  
  
  
  
  
  
加权函数 指标
F-范数 MSE CNR
Parker
Wang
本文
18.8066
18.8051
17.4366
0.0054
0.0054
0.0046
1 472
1 692
2 168
  
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