Bayesian inference
Formulate as statistical inference problem
Prior model      pP(d)
Measurement model   pM(IL, IR| d)
Posterior model
pM(d | IL, IR) pP(d) pM(IL, IR| d)
Maximum a Posteriori (MAP estimate):
   maximize pM(d | IL, IR)