annotate core/magnatagatune/tests_evals/rbm_subspace/conv_euclidean_dist.m @ 0:e9a9cd732c1e tip

first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
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rev   line source
wolffd@0 1 function [dis_s12 dis_s13] = conv_euclidean_dist(index_list,vector_list,index_map,w,norm)
wolffd@0 2 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
wolffd@0 3 % compute the distance vector from 2 vector using convolution euclidean %
wolffd@0 4 % w = convolution window %
wolffd@0 5 % sontran2013 %
wolffd@0 6 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
wolffd@0 7 s_num = size(index_list,1);
wolffd@0 8 s_len = size(vector_list,2);
wolffd@0 9
wolffd@0 10 dis_s12 = zeros(s_num,s_len);
wolffd@0 11 dis_s13 = zeros(s_num,s_len);
wolffd@0 12
wolffd@0 13 % Convert list of assigned indices to ordered indices
wolffd@0 14 [checker index_list] = ismember(index_list,index_map);
wolffd@0 15 cv_vec = ones(1,w);
wolffd@0 16 if all(all(checker(:,1:3)))
wolffd@0 17 dis_s12 = sqrt(conv2([1],cv_vec,(vector_list(index_list(:,1),:) - vector_list(index_list(:,2),:)).^2));
wolffd@0 18 dis_s13 = sqrt(conv2([1],cv_vec,(vector_list(index_list(:,1),:) - vector_list(index_list(:,3),:)).^2));
wolffd@0 19 % dis_s12 = dis_s12(:,w:end-w);
wolffd@0 20 % dis_s13 = dis_s13(:,w:end-w);
wolffd@0 21 if norm
wolffd@0 22 dis_s12 = dis_s12./(conv2([1],cv_vec,ones(s_num,s_len)));
wolffd@0 23 dis_s13 = dis_s13./(conv2([1],cv_vec,ones(s_num,s_len)));
wolffd@0 24 end
wolffd@0 25 else
wolffd@0 26 fprintf('Some indices are not mapped\n');
wolffd@0 27 end
wolffd@0 28 end