MIT AI Lab
tkapur@ai.mit.edu
Summary of EM-MF
Segmentation
•
Modeled piecewise homogeneity of tissue
using a Gibbs prior on classification
•
Lead to Gibbs form for Posteriors
•
Posterior Probabilities in E-Step are
approximated as a Mean-Field solution