Chapter 16. Bayesian inference and MRF models

MRF : Markov random field

  • MRF model is a general framework to use the correlation of lavels in the neighborhood
  • 내가 구하려고 하는 값은 시간적이나, 공간적이나 이웃과 관계가 있다.

16.1 Bayesian Estimation

Maximum likelihood(ML) Estimator
  • Given labels : $p(observations|labels)$
Maximum A Posteriori(MAP) Estimator
  • Given observations : $p(labels|observations)$

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