MIT AI Lab
tkapur@ai.mit.edu
Contributions of Thesis
•The Priors
–de-noising: novel use of a Mean-Field Approximation to a Gibbs random field in conjunction with EM-Segmentation (EM-MF)
–geometric: novel statistical description of global spatial relationships between structures, used as a spatially varying prior in EM-Segmentation