Next: Observation Process Up: Prior Models and the Previous: Introduction . ... It is distinguished from the perhaps more familiar classical statistical ideas by using prior information about the images being studied. ... The Bayesian paradigm dictates that inference about the true should be based on given by . ... Having described the Bayesian paradigm let us move on to examine the two ingredients of this paradigm, the observation process, , and the prior model or image model, . ...