The Gibbs Prior
• Gibbs Random Field (GRF)
– natural way to model piecewise
homogeneous phenomena
– used in image restoration [Geman&Geman 84]
– Probability Model on a lattice
– Partially Relaxes independence assumption to
allow interactions between neighbors