comparison examples/Image Denoising/SMALL_ImgDenoise_DL_test_KSVDvsRLSDLAvsTwoStepMOD.m @ 153:af307f247ac7 ivand_dev

Example scripts for Two Step Dictionary Learning - Image Denoising experiments.

 
 noise_level=[10 20 25 50 100];
 
 %   Here we loop through different noise levels and images 
 
-for noise_ind=2:2
+for noise_ind=4:4
 for im_num=1:1
 
 % Defining Image Denoising Problem as Dictionary Learning
 % Problem. As an input we set the number of training patches.
 

 SMALL.DL(2).param=struct(...
     'solver', SMALL.solver(2),...
     'initdict', SMALL.Problem.initdict,...
     'dictsize', SMALL.Problem.p,...
     'iternum', 40,...
-    'mu', 0.7,...
     'show_dict', 1);
 
 %   Learn the dictionary
 
 SMALL.DL(2) = SMALL_learn(SMALL.Problem, SMALL.DL(2));