Title :
An analytical model for Compton scatter in a homogeneously attenuating medium
Author :
Nuyts, Johan ; Bosmans, Hilde ; Suetens, Paul
Author_Institution :
Dept. of Nucl. Med., Katholieke Univ. Leuven, Belgium
fDate :
9/1/1993 12:00:00 AM
Abstract :
Accurate reconstruction of SPECT images is hampered by four nonlinear effects in the acquisition process: attenuation, scatter, collimator acceptance angle, and statistical noise. A good mathematical description of these effects is obviously crucial for the reconstruction. Poisson noise, attenuation, and collimator acceptance angle are relatively easy to model. Scattering, however, is a very complex process, and is mostly described using empirical models. A new model for the scatter point spread function in a homogeneous medium that is based on physical considerations and is capable of predicting scatter contributions of point sources as a function of depth in homogeneous media is presented. The model is verified with Monte Carlo simulations and line source measurements, and is compared to an existing empirical model
Keywords :
Compton effect; computerised tomography; image reconstruction; modelling; radioisotope scanning and imaging; Compton scatter; Monte Carlo simulations; Poisson noise; SPECT images; accurate image reconstruction; analytical model; collimator acceptance angle; empirical model; homogeneously attenuating medium; line source measurements; nuclear medicine; statistical noise; Analytical models; Attenuation; Cameras; Collimators; Electromagnetic scattering; Fourier transforms; Gaussian processes; Image reconstruction; Iterative algorithms; Particle scattering;
Journal_Title :
Medical Imaging, IEEE Transactions on