Simulation evaluation of Gibbs prior distributions for use in maximum a posteriori SPECT reconstructions

@article{Lalush1992SimulationEO,
  title={Simulation evaluation of Gibbs prior distributions for use in maximum a posteriori SPECT reconstructions},
  author={David S. Lalush and Benjamin M. W. Tsui},
  journal={IEEE transactions on medical imaging},
  year={1992},
  volume={11 2},
  pages={267-75}
}
The effects of several of Gibbs prior distributions in terms of noise characteristics, edge sharpness, and overall quantitative accuracy of the final estimates obtained from an iterative maximum a posteriori (MAP) procedure applied to data from a realistic chest phantom are demonstrated. The effects of the adjustable parameters built into the prior distribution on these properties are examined. It is found that these parameter values influence the noise and edge characteristics of the final… CONTINUE READING

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