MIT AI Lab
tkapur@ai.mit.edu
EM-Segmentation [Wells 1994]
•Observed Signal is modeled as a product of the true signal and a corrupting gain field due to the imaging equipment
•Expectation-Maximization is used on log-transformed observations for iterative estimation of
–tissue classification
–corrupting bias field (inhomogeneity correction)
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