% Author : Sasakthi Abeysinghe, Timothy Simpson
% Date   : 04/05/2006

global imageDirectory;
global imageWidth;
global imageHeight;
imageDirectory = 'C:\_WashU\CSE 559 - Computer Vision\Homework\Homework3\Images\4\';
imageWidth = 320;
imageHeight = 240;

%imageSet = LoadImageSet(01,04,2006,16,00,01,04,2006,20,00,imageDirectory);
imageSet2 = imageSet;
imageSet = PerformPreProcessing(imageSet, 2);

[u, s, v] = svd(double(imageSet),0);

imageC = imageSet2(:, 48);
image1 = reshape(imageC, imageHeight,imageWidth, 3);
image2 = ReconstructImage(imageC, u, 2);
image3 = ReconstructImage(imageC, u, 3);
image4 = ReconstructImage(imageC, u, 4);
image5 = ReconstructImage(imageC, u, 5);
image6 = ReconstructImage(imageC, u, 6);
image7 = ReconstructImage(imageC, u, 7);
image8 = ReconstructImage(imageC, u, 8);
image9 = ReconstructImage(imageC, u, 9);
image10 = ReconstructImage(imageC, u, 10);