Title :
Combination of high resolution analytically computed uncollided flux images with low resolution Monte Carlo computed scattered flux images
Author :
Tabary, J. ; Guillemaud, R. ; Mathy, F. ; Glière, A. ; Hugonnard, P.
Author_Institution :
LETI-CEA, Grenoble, France
Abstract :
A new computing model has been implemented in Sindbad, a simulation software dedicated to radiographic systems, to provide quite rapidly realistic radiographs of complex objects, including the scatter component of the photon flux. The new computing model consists of a coupling of two previous models: an analytical approach and a Monte Carlo one. The analytical simulation is used to compute a high resolution uncollided photon flux image whereas the Monte Carlo provides the scattered flux image. This latter image is computed as a scaling of a reduced fluence Monte Carlo scattered flux image. Scaling is possible thanks to the low resolution feature of the scattered flux image. After a detailed description of the method developed to perform the combination, we present a validation on a medical radiograph simulation. In spite of the quite complex geometry of the examined part and the large number of emitted photons, this new computing model provides a realistic radiograph with a good estimation of the scattered flux in a reasonable computation time.
Keywords :
Monte Carlo methods; biomedical imaging; medical computing; radiography; Sindbad framework; complex geometry; high resolution analytically computed uncollided photon flux image; low resolution Monte Carlo computed scattered flux image; medical radiograph simulation; radiographic simulation software; reduced fluence Monte Carlo scattered flux image; scaling behaviour; Analytical models; Biomedical imaging; Computational modeling; Electromagnetic scattering; Image analysis; Image resolution; Monte Carlo methods; Optical computing; Particle scattering; Radiography;
Journal_Title :
Nuclear Science, IEEE Transactions on
DOI :
10.1109/TNS.2003.823038