Gaussian log gaussian modelling of wavelets in matlab

The following Matlab project contains the source code and Matlab examples used for gaussian log gaussian modelling of wavelets. Procedures related to the paper "Gaussian-log-Gaussian wavelet trees, frequentist and Bayesian inference, and statistical signal processing applications".

The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there.

Project Files: 

File NameSize
density_fit.m 1391
density_fit.html 8341
density_fit.png 1991
density_fit_01.png 4148
INLA.html 7125
INLA.png 6038
INLA_01.png 285421
INLA_02.png 487889
noise_removal.html 8553
noise_removal.png 5879
noise_removal_01.png 285532
noise_removal_02.png 488700
noise_removal_03.png 240977
noise_removal_04.png 253047
INLA.m 1145
lena_db4_3levels.mat 5668
noise_removal.m 1369
peppers.png 160674
GFM_edge.m 686
GFM_EM.m 8282
GFM_EM_wrapper.m 3388
GFM_init.m 3024
GFM_kld.m 1008
GFM_llh.m 2858
GFM_marginal_density.m 655
GFM_noise_removal.m 1034
GFM_simulation.m 1373
GFM_sort.m 713
GFM_Viterbi.m 3187
CEM_root.m 3494
CEM_root_exact.m 1732
CEM_tree.m 7447
compute_moments1D.m 1175
compute_moments2D.m 2186
GLG_CEM_wrapper.m 4556
GLG_cllh.m 3904
GLG_edge.m 878
GLG_hidden_max.m 892
GLG_hidden_thres.m 508
GLG_marginal_density.m 572
GLG_noise_removal.m 1672
GLG_noise_removal_exact.m 1297
GLG_simulation.m 1322
hermite_quad.m 1949
joint_density.m 1180
joint_density_c.cpp 633
moment_estimation.m 2671
noisy_moment_estimation.m 3043
theta2prec.m 2018
VEM.m 4016
Contents.m 241
dwt2_to_graph.m 2450
homogeneous_to_full_GLG.m 2690
merge_trees.m 694
read_dwt2.m 1739
read_INLA.m 880
split_tree.m 1152
wavelet_graph.m 1319
license.txt 1320
cell_to_dwt2.m 900
dwt2_to_cell.m 1027
dwt_to_cell.m 614
matrix2tree.m 1093
psnr.m 504
tree2matrix.m 1045
README 2518
setup.m 322

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