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2.3 KiB
2.3 KiB
This code implements the simulation results reported in:
Please cite this paper if this code is used in, or to motivate, any publications.
USAGE
This code was tested with MATLAB Version 8.3.0.532 (R2014a).
Some functions make use of the nansuite toolbox by Jan Glaescher, available at http://www.mathworks.com/matlabcentral/fileexchange/6837. These functions should thus be installed somewhere on your matlab path. Alternatively, the Statistics Toolbox can be used.
To use this software:
start matlab
move to the directory containing this code
run one of the functions with the name pcbc_prob_*
Each of the pcbc_prob_* functions runs an experiment reported in the above publication. The following table gives details of which MATLAB function produces each figure in this article.
| Figure | MATLAB Function |
|---|---|
| 2b-e | pcbc_prob_1gaussian (Figs. 1, 2, 4, & 5) |
| 3 | pcbc_prob_1gaussian_width_height (Figs. 1, 2, 5, 6, 11, 12, 15 & 16) |
| 4 | pcbc_prob_Ngaussian |
| 5b-e | pcbc_prob_1gaussian_prior (Figs. 1 to 4) |
| 6 | pcbc_prob_2integrate (Figs. 1, 2, 5, & 6) |
| 7 | pcbc_prob_3integrate (Figs. 1, 2, 5, & 6) |
| 8 | pcbc_prob_2integrate_prior (Figs. 1, 2, 5, & 6) |
| 9 | pcbc_prob_2integrate (Figs. 3 & 4) |
| 10a | pcbc_prob_2integrate_segregate (Fig. 9) |
| 10b | as Fig8a but requires value of "stdInputs" to be modified in the code |
| 11 | pcbc_prob_3basis |
| 12 | pcbc_prob_4basis (Figs. 1-4, 8-11) |
| 14a-g | pcbc_prob_image_orientation (Figs. 1-7) |
| 14h-i | pcbc_prob_image_orientation_prior (Figs. 1-2) |
| 15a | pcbc_prob_image_orientation (Fig. 8) |
| 15b | pcbc_prob_image_orientation(1) (Fig. 8) |
| Result not shown in paper: | |
| sec 3.5 | pcbc_prob_4basis_hierarchical.m |