Statistical-mechanical approach to probabilistic image processing — loopy belief propagation and advanced mean-field method —.

Loopy Belief Propagation And Probabilistic Image Processing (2003)

Article

Loopy belief propagation and probabilistic image processing,” Neural Networks for Signal Processing (2003)

Article

Probabilistic image processing based on the Q-Ising model by means of the mean-field method and loopy belief propagation

Article

Collaborators (2010)

Solvable Probabilistic Model for Cycles in Planar Graph

Article

Statistical learning procedure in loopy belief propagation for probabilistic image processing.

Probabilistic Model and Belief Propagation Probabilistic Information Processing Probabilistic Models Bayes Formulas Belief Propagation =Bethe Approximation

Statistical Learning Procedure in Loopy Belief Propagation for Probabilistic Image Processing

Article