%%?Adaptive?Basis?Reconstruction?%%
%???A.Kucukelbir?05-Jan-2011
%???Last?Revision:?3-Mar-2012

%%?Initialize?MATLAB?and?Set?Parameters
warning（‘off‘‘Images:imshow:magnificationMustBeFitForDockedFigure‘）;
fig_count?=?1;

%?Check?MATLABPOOL?state?and?initiate?multi-core?processing
%?Note:?configuration?‘local‘?should?be?properly?configured?for?YOUR?machine
if（matlabpool（‘size‘）==0）
?????matlabpool?local
end

%?Set?path?to?utilities
path（‘utils‘path）;

%?Nesterov?Parameters
nest_plot_flag????=?0;??????????%?Plot?intermediate?slices?of?iterations?of?Nesterov?loop
basis?????????????=?‘s‘;????????%?‘s‘?for?swt16?frame?‘w‘?for?regular?wavelet?basis
thr_type??????????=?0;??????????%?0?Soft?Threshold?1?Hard?Threshold
W?????????????????=?‘coif3‘;????%?Wavelet?family
W_lev?????????????=?2;??????????%?Wavelet?tree?depth.?Note:?if?basis?=?‘s‘?then?W_lev?must?=?2.
nesterov_iter_lim?=?30;?????????%?Max?no.?of?iterations?for?Nesterov
nesterov_stop_lim?=?0.02;???????%?Stopping?threshold?for?Nesterov

%%?Load?Example?Inputs
%?proj:??????the?simulated?class?means
%?data_axes:?the?projection?directions?stored?as?vectors?in?3D
%?ctfs:??????the?CTF?associated?with?each?class?mean?（with?some?error）
%?maskR:?????integer?value?of?spherical?mask?used?during?
load（‘exampleInputs3QD7simulated.mat‘）;
slice?=?ceil（size（proj1）/2）;

%%?Determine?STEP?SIZE?for?Nesterov
%?Note:?this?will?depend?on?the?size?of?your?dataset
mu?=?1e-3;

%%?Run?Adaptive?Basis?Reconstruction?using?Nesterov‘s?Method
tic
x_est?=?reconstruct_by_nesterov_w_ctf（...
?		proj?data_axes?ctfs?maskR...
?		basis?...??????
?		W?W_levthr_type...
?		mu?nesterov_iter_lim?nesterov_stop_lim?fig_count?slice?nest_plot_flag）;
toc

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2012-04-05?15:11??adaptiveBasis\
?????文件?????2914650??2012-04-04?20:16??adaptiveBasis\3QD7reconstruction.mat
?????文件????????1749??2012-04-04?20:14??adaptiveBasis\adaptiveBasisReconstructionExample.m
?????文件?????5102052??2012-04-04?20:05??adaptiveBasis\exampleInputs3QD7simulated.mat
?????文件?????????627??2012-04-05?15:09??adaptiveBasis\README.txt
?????目錄???????????0??2012-04-05?15:07??adaptiveBasis\utils\
?????文件????????1147??2012-04-02?15:27??adaptiveBasis\utils\get_stat_grad_with_ctf.m
?????文件????????1143??2012-04-02?15:26??adaptiveBasis\utils\get_wavelet_grad_with_ctf.m
?????文件????????3519??2012-02-14?20:56??adaptiveBasis\utils\iswt3.m
?????文件????????3815??2012-04-05?15:13??adaptiveBasis\utils\mex_back_project.c
?????文件????????3676??2012-04-05?15:13??adaptiveBasis\utils\mex_forward_project.c
?????文件?????????448??2012-04-02?15:26??adaptiveBasis\utils\prox_regularizer.m
?????文件????????4930??2012-04-05?15:12??adaptiveBasis\utils\reconstruct_by_nesterov_w_ctf.m
?????文件????????2575??2012-02-14?20:56??adaptiveBasis\utils\swt16dec3.m
?????文件????????4765??2012-02-14?20:56??adaptiveBasis\utils\swt16rec3.m
?????文件????????6053??2012-02-14?20:56??adaptiveBasis\utils\swt3.m
?????文件????????1335??2012-04-05?15:16??license.txt