In this section, we will discuss how contextual information
can be modeled by means of MRF modeling. This model representing
the local characteristics of the underlying image, when combined with
the conditional distribution of the pixel intensities under a Bayesian framework, will enable us to estimate the true intensities of the image
much more accurately than those based on only the information derived
from the image intensities.