Title :
Energy-spectral Compton scatter imaging. I. Theory and mathematics
Author :
Arendtsz, Nina V. ; Hussein, Esam M A
Author_Institution :
Dept. of Mech. Eng., New Brunswick Univ., Fredericton, NB, Canada
fDate :
12/1/1995 12:00:00 AM
Abstract :
A technique for tomographic imaging of electron density using the energy spectrum of Compton scattered gamma-rays is described. The energy-angle relationship for Compton scattering is utilized to determine the direction of scattered photons. A single-scattering “forward mapping” model is constructed to relate electron density to the detector response. The nonlinearity of the model, caused by accounting for pre- and post-scattering radiation attenuation, is dealt with by solving the “inverse mapping” iteratively. In order to assure convergence of the image reconstruction problem to a nonnegative and bounded solution, a variety of “regularization” algorithms are examined. The capabilities and limitations of these algorithms are demonstrated by reconstructing a number of images from Monte Carlo simulated measurements. Part II of this paper presents the experimental aspects of the technique
Keywords :
Compton effect; Monte Carlo methods; convergence of numerical methods; electromagnetic wave scattering; electron density; gamma-ray applications; gamma-ray spectroscopy; image reconstruction; inverse problems; iterative methods; Compton scattered gamma-rays; Monte Carlo simulated measurements; bounded solution; convergence; detector response; electron density; energy spectrum; energy-angle relationship; energy-spectral Compton scatter imaging; image reconstruction; inverse mapping; iterative method; nonlinearity; nonnegative solution; radiation attenuation; regularization algorithms; single-scattering forward mapping model; tomographic imaging; Attenuation; Detectors; Electromagnetic scattering; Electrons; Image reconstruction; Iterative algorithms; Mathematics; Optical imaging; Particle scattering; Tomography;
Journal_Title :
Nuclear Science, IEEE Transactions on