[x_best f_best best_ll iteration_EM_converge marg_post_mat_best posterior_gmm] = fn_EM_ITSBN(N_total_hid_level, connectivity, evidence,...
node_idx_list, N_total_node,...
discrete_node_list, continuous_node_list,...
hidden_node_list, observed_node_list,...
tie_level_table, tie_parameter_table);
In fact, this function first appears in ITSBN version 4.0.0, but it has not been documented until now. The function takes as inputs the tree structure connectivities,
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% % % N_sup = [3 5 10 20 30 50 60 80 100 120 140 150 180 200 220 250]; % number of superpixels for each level
% % % option = {};
% % % option.min_pix_allowed = 3; % every superpixel MUST contain at least this many pixels
% % % [superpixel_out_cell] = fn_make_superpixel(Istd, N_sup, option);
% % % save(['./superpixels/',imagename,'_superpixel'],'superpixel_out_cell');