This is based on expectations of the biggest constraint algorithm Matlab procedures, parameter estimation and image segmentation greater role

Packet : 57578884constrainedem.zip filelist
add_AC_to_path.m
EM/
EM/best_params.m
EM/best_params_general.m
EM/best_params_using_chunklets.m
EM/calculate_labeled_model.m
EM/calc_chunk_cov_mat.m
EM/calc_p_and_ll2.m
EM/centerChunklets.asv
EM/create_constraints.m
EM/create_mog_data2.m
EM/mixture_of_gaussians3.m
EM/pilug.m
EM/prepare_chunclets.m
EM/purity_accuracy2.m
EM/RCA.m
EM/select_start_params.m
EM/set_start_params3.m
EM/visual_k_means.m
mnet_jtree/
mnet_jtree/augment_graph.m
mnet_jtree/calc_ass_and_maxll.m
mnet_jtree/calc_p_and_pll2.m
mnet_jtree/connected_components.m
mnet_jtree/infer_local_net.m
mnet_jtree/inf_engine_from_mnet.m
mnet_jtree/max_distribute_evidence.m
mnet_jtree/mpe_local_net.m
mnet_jtree/my_clq_containing_nodes.m
mnet_jtree/my_collect_evidence.m
mnet_jtree/my_distribute_evidence.m
mnet_jtree/my_ismember.m
mnet_jtree/my_marginal_nodes.m
mnet_jtree/net_to_jtree.m
mnet_jtree/organize_constraints_info.m
mnet_jtree/pots_to_probs.m
mnet_jtree/sample_ezer.m
Mstep/
Mstep/approximateWeights.m
Mstep/calcY.m
Mstep/computeGradientProjection.m
Mstep/findMaximalGradientCoefficient.m
Mstep/lineSearch.m
Mstep/maximize.m
partition_function/
partition_function/add_pots_obj.m
partition_function/calculate_partition_function2.m
partition_function/connected_component_pf.m
partition_function/ConstrainedEM.zip
partition_function/mult_d_factors.m
partition_function/st_marginalize_pot.m
partition_function/st_multiply_by_pot.m
partition_function/st_multiply_pots.m
ReadMe.txt
spanning_tree/
spanning_tree/kruskal.m
spanning_tree/mstree.m
spanning_tree/paintedPath.m
spanning_tree/reduce_local_net2.m
test_constrainedEM.m

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