Title :
An innovative method to compensate for distance-dependent blurring in 2D SPECT
Author :
Xu, B. ; Pan, X. ; Chen, C.-T.
Author_Institution :
Dept. of Radiol., Chicago Univ., IL, USA
fDate :
8/1/1998 12:00:00 AM
Abstract :
In the work reported here, the authors propose a novel perspective for investigation of the effect of distance-dependent blurring in 2D SPECT. Based upon this perspective, the authors introduce an angular response function that can be related to the distance-dependent blurring function. By using this angular response function, the authors derive a direct relationship between the blurred and ideal sinograms that provides the mathematical basis for the development of innovative methods, which compensate for the effect of distance-dependent blurring in 2D SPECT. The authors also show that, under realistic experimental conditions, the blurred sinogram can be approximated as a 1D convolution between the ideal sinogram and a modified angular response function. This 1D convolution relationship suggests that the ideal sinogram can be estimated from the blurred sinogram by using various 1D deconvolution methods
Keywords :
medical image processing; single photon emission computed tomography; 1D convolution; 2D SPECT; blurred sinogram; distance-dependent blurring compensation method; ideal sinogram; medical diagnostic imaging; modified angular response function; nuclear medicine; realistic experimental conditions; Attenuation; Convolution; Deconvolution; Fourier transforms; Frequency estimation; Gaussian processes; Integral equations; Mathematical model; Radiology; Scattering;
Journal_Title :
Nuclear Science, IEEE Transactions on