An analysis into the loopy belief propagation algorithm over short cycles.

Nithin Raveendran Shayan Garani Srinivasa

Published in: ICC (2014)

Keyphrases

loopy belief propagation
optimal solution
np hard
dynamic programming
monte carlo
expectation maximization
segmentation algorithm
similarity measure
objective function
probabilistic model
matching algorithm
free energy
preprocessing
graphical models
input data
approximate inference