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% load function files from subfolders aswell
addpath (genpath ('.'));
% load data
[X y width height names] = read_images('/home/philipp/facerec/data/at');
% compute a model
fisherface = fisherfaces(X,y);
% plot fisherfaces
figure; hold on;
for i=1:min(16, size(fisherface.W,2))
subplot(4,4,i);
comp = cvtGray(fisherface.W(:,i), width, height);
imshow(comp);
colormap(jet(256));
title(sprintf('Fisherface #%i', i));
end
%% 2D plot of projection (first three classes)
figure; hold on;
for i = findclasses(fisherface.y, [1,2,3])
text(fisherface.P(1,i), fisherface.P(2,i), num2str(fisherface.y(i)));
end
%% 3D plot of projection (first three classes)
if(size((fisherface.P),2) >= 3)
figure; hold on;
for i = findclasses(fisherface.y, [1,2,3])
% LineSpec: red dots 'r.'
plot3(fisherface.P(1,i), fisherface.P(2,i), fisherface.P(3,i), 'r.'), view(45,-45);
text(fisherface.P(1,i), fisherface.P(2,i), fisherface.P(3,i), num2str(fisherface.y(i)));
end
end
pause;
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