Title :
A Novel Interpolation Algorithm to Improve FDK Performance
Author :
Xin-yu Jin;Fu-dong Bai;Yi-zheng Lan
Author_Institution :
Coll. of Inf. Sci. &
Abstract :
According to the theory of CT reconstruction algorithm, mainly filter back projection algorithm, we make an effort to improve the quality of reconstructed image. In the aspect of interpolation algorithm, we propose a new weighted interpolation algorithm, which take full advantage of both nearest neighbor interpolation and bilinear interpolation. We apply it to FDK reconstruction algorithm and the experimental results show that the new interpolation algorithm could preserve the image edge details and also can effectively suppress noise while takes little computational resource cost.
Keywords :
"Interpolation","Image reconstruction","Reconstruction algorithms","Detectors","Computed tomography","Filtering algorithms","Algorithm design and analysis"
Conference_Titel :
Computational Intelligence and Design (ISCID), 2015 8th International Symposium on
Print_ISBN :
978-1-4673-9586-1
DOI :
10.1109/ISCID.2015.37