Title :
Favorable noise uniformity properties of Fourier-based approaches to interpolation in helical CT with implications for 3D visualization
Author :
La Riviere, Patrick J. ; Pan, Xiaochuan
Author_Institution :
Dept. of Radiol., Chicago Univ., IL, USA
Abstract :
This paper describes and evaluates two new approaches to longitudinal interpolation in single-slice helical CT that represent a step toward the goal of achieving essentially isotropic resolution and noise properties in reconstructed helical CT volumes. Both approaches exploit the fast Fourier transform and the Fourier shift theorem to generate from the helical projection data a set of fan-beam sinograms corresponding to equispaced transverse slices. Slice-by-slice reconstruction is then performed by use of two-dimensional fan-beam algorithms. The first approach, called 360FT, makes use only of the directly measured projection data, but the second approach, called 180FT, exploits the redundancy of fan-beam data acquired over 360° to generate a second set of longitudinal samples at each projection angle and bin. These approaches, and particularly the 180FT approach, have been shown under certain conditions to produce reconstructed volumes with more isotropic resolution and aliasing properties than do existing approaches based on the use of linear interpolation. We present evidence that the approaches also have favorable noise uniformity properties relative to currently used approaches
Keywords :
computerised tomography; fast Fourier transforms; image reconstruction; interpolation; medical image processing; 3D visualization; Fourier shift theorem; Fourier-based approaches; aliasing properties; directly measured projection data; equispaced transverse slices; fan-beam data redundancy; fan-beam sinograms; fast Fourier transform; helical CT; isotropic resolution; longitudinal interpolation; noise uniformity properties; sample shifting; single-slice CT; slice-by-slice reconstruction; two-dimensional fan-beam algorithms; Computed tomography; Image reconstruction; Interpolation; Pattern recognition; Radiology; Sampling methods; Spatial resolution; USA Councils; Visualization; X-ray imaging;
Conference_Titel :
Engineering in Medicine and Biology Society, 2000. Proceedings of the 22nd Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-6465-1
DOI :
10.1109/IEMBS.2000.897905