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Code final touches, Extract figures

master
Apostolos Fanakis 6 years ago
parent
commit
3b3feb46c9
  1. 15
      Assignment_2/Image2Graph.m
  2. 2
      Assignment_2/meanClustersColorRGB.m
  3. 19
      Assignment_2/recursiveNCuts.m
  4. 5
      Assignment_2/report/report.tex
  5. 52
      Assignment_2/report/res/demo1_f1.svg
  6. 52
      Assignment_2/report/res/demo1_f2.svg
  7. 52
      Assignment_2/report/res/demo1_f3.svg
  8. 46
      Assignment_2/report/res/demo2_e1_f1.svg
  9. 46
      Assignment_2/report/res/demo2_e1_f2.svg
  10. 50
      Assignment_2/report/res/demo2_e1_f3.svg
  11. 52
      Assignment_2/report/res/demo2_e1_f4.svg
  12. 2
      Assignment_2/report/res/demo2_e1_g.pdf_tex
  13. 58
      Assignment_2/report/res/demo2_e1_g.svg
  14. 2
      Assignment_2/report/res/demo2_e2_f1.pdf_tex
  15. 60
      Assignment_2/report/res/demo2_e2_f1.svg
  16. 2
      Assignment_2/report/res/demo2_e2_f2.pdf_tex
  17. 60
      Assignment_2/report/res/demo2_e2_f2.svg
  18. 2
      Assignment_2/report/res/demo2_e2_f3.pdf_tex
  19. 58
      Assignment_2/report/res/demo2_e2_f3.svg
  20. 2
      Assignment_2/report/res/demo2_e2_f4.pdf_tex
  21. 60
      Assignment_2/report/res/demo2_e2_f4.svg
  22. 2
      Assignment_2/report/res/demo2_e2_f5.pdf_tex
  23. 60
      Assignment_2/report/res/demo2_e2_f5.svg
  24. 2
      Assignment_2/report/res/demo2_e2_f6.pdf_tex
  25. 60
      Assignment_2/report/res/demo2_e2_f6.svg
  26. 2
      Assignment_2/report/res/demo2_e2_f7.pdf_tex
  27. 60
      Assignment_2/report/res/demo2_e2_f7.svg
  28. 2
      Assignment_2/report/res/demo2_e2_g.pdf_tex
  29. 60
      Assignment_2/report/res/demo2_e2_g.svg
  30. 46
      Assignment_2/report/res/demo3a_e1_f1.svg
  31. 140
      Assignment_2/report/res/demo3a_e1_f2.svg
  32. 52
      Assignment_2/report/res/demo3a_e1_f3.svg
  33. 52
      Assignment_2/report/res/demo3a_e1_f4.svg
  34. 2
      Assignment_2/report/res/demo3a_e2_f1.pdf_tex
  35. 139
      Assignment_2/report/res/demo3a_e2_f1.svg
  36. 48
      Assignment_2/report/res/demo3a_e2_f2.svg
  37. 54
      Assignment_2/report/res/demo3a_e2_f3.svg
  38. 46
      Assignment_2/report/res/demo3a_e2_f4.svg
  39. 48
      Assignment_2/report/res/demo3a_e2_f5.svg
  40. 48
      Assignment_2/report/res/demo3a_e2_f6.svg
  41. 48
      Assignment_2/report/res/demo3a_e2_f7.svg
  42. 52
      Assignment_2/report/res/demo3b_e1_f1.svg
  43. 46
      Assignment_2/report/res/demo3b_e1_f2.svg
  44. 2
      Assignment_2/report/res/demo3b_e2_f1.pdf_tex
  45. 148
      Assignment_2/report/res/demo3b_e2_f1.svg
  46. 52
      Assignment_2/report/res/demo3b_e2_f2.svg
  47. 54
      Assignment_2/report/res/demo3b_e2_f3.svg
  48. 58
      Assignment_2/report/res/demo3c_e1_f1.pdf_tex
  49. 116
      Assignment_2/report/res/demo3c_e1_f1.svg
  50. 58
      Assignment_2/report/res/demo3c_e1_f2.pdf_tex
  51. 116
      Assignment_2/report/res/demo3c_e1_f2.svg
  52. 58
      Assignment_2/report/res/demo3c_e2_f1.pdf_tex
  53. 116
      Assignment_2/report/res/demo3c_e2_f1.svg
  54. 58
      Assignment_2/report/res/demo3c_e2_f2.pdf_tex
  55. 116
      Assignment_2/report/res/demo3c_e2_f2.svg
  56. 58
      Assignment_2/report/res/demo3c_e2_f3.pdf_tex
  57. 116
      Assignment_2/report/res/demo3c_e2_f3.svg

15
Assignment_2/Image2Graph.m

@ -10,13 +10,14 @@ function myAffinityMat = Image2Graph (imIn)
imageWidth = size(imIn, 2); imageWidth = size(imIn, 2);
imageHeight = size(imIn, 1); imageHeight = size(imIn, 1);
imageChannels = size(imIn, 3); imageChannels = size(imIn, 3);
% Produces the matrix
singleLineTransform = reshape(imIn, 1, [], imageChannels); singleLineTransform = reshape(imIn, 1, [], imageChannels);
myAffinityMat = 1 ./ exp( ...
sum(( ... % Calculates intensity difference per channel per point pair
myAffinityMat = ...
repmat(singleLineTransform, imageWidth * imageHeight, 1, 1) - ... repmat(singleLineTransform, imageWidth * imageHeight, 1, 1) - ...
permute(singleLineTransform, [2 1 3])) ... permute(singleLineTransform, [2 1 3]);
.^ 2, 3) ... % Calculates "distance" between each point pair
.^ 0.5); myAffinityMat = sum(myAffinityMat .^ 2, 3) .^ 0.5;
% Calculates affinity between each point pair
myAffinityMat = 1 ./ exp(myAffinityMat ./ var(imIn(:)));
end end

2
Assignment_2/meanClustersColorRGB.m

@ -19,7 +19,7 @@ function coloredIm = meanClustersColorRGB(image, clusters)
coloredImB = clusters; coloredImB = clusters;
% Assigns the mean color to each cluster % Assigns the mean color to each cluster
for cluster = 1:max(max(clusters)) for cluster = (unique(clusters(:))')
meanR = mean(redChannel(clusters == cluster)); meanR = mean(redChannel(clusters == cluster));
meanG = mean(greenChannel(clusters == cluster)); meanG = mean(greenChannel(clusters == cluster));
meanB = mean(blueChannel(clusters == cluster)); meanB = mean(blueChannel(clusters == cluster));

19
Assignment_2/recursiveNCuts.m

@ -17,10 +17,12 @@ function clusterIdx = recursiveNCuts(anAffinityMat)
% Checks stop conditions % Checks stop conditions
if (nnz(clusterIdx == 1) < 5 || nnz(clusterIdx == 2) < 5) if (nnz(clusterIdx == 1) < 5 || nnz(clusterIdx == 2) < 5)
clusterIdx = [];
return; return;
end end
NCut = calculateNcut(anAffinityMat, clusterIdx); NCut = calculateNcut(anAffinityMat, clusterIdx);
if (NCut > 0.85) if (NCut > 0.2)
clusterIdx = [];
return; return;
end end
@ -34,10 +36,15 @@ function clusterIdx = recursiveNCuts(anAffinityMat)
secondSubClusters = recursiveNCuts(anAffinityMat(clusterTwoIndices, ... secondSubClusters = recursiveNCuts(anAffinityMat(clusterTwoIndices, ...
clusterTwoIndices)); clusterTwoIndices));
% Makes sure the IDs of the clusters of each half are unique
secondSubClusters = secondSubClusters + size(unique(firstSubClusters), 1);
% Re-merges the sub-cluster arrays % Re-merges the sub-cluster arrays
clusterIdx(clusterOneIndices) = firstSubClusters; if ~isempty(firstSubClusters)
clusterIdx(clusterTwoIndices) = secondSubClusters; clusterIdx(clusterOneIndices) = firstSubClusters;
end
if ~isempty(secondSubClusters)
clusterIdx(clusterTwoIndices) = secondSubClusters;
end
% Makes sure the IDs of the clusters of each half are unique
clusterIdx(clusterTwoIndices) = clusterIdx(clusterTwoIndices) + ...
size(unique(clusterIdx(clusterOneIndices)), 1);
end end

5
Assignment_2/report/report.tex

@ -17,7 +17,6 @@
\usepackage{multicol} \usepackage{multicol}
\setlength{\columnsep}{1cm} \setlength{\columnsep}{1cm}
%\definecolor{shadecolor}{RGB}{237, 243, 182}
\definecolor{shadecolor}{RGB}{0, 0, 0} \definecolor{shadecolor}{RGB}{0, 0, 0}
\graphicspath{{res/}} \graphicspath{{res/}}
%\usepackage{multirow} %\usepackage{multirow}
@ -64,10 +63,6 @@
\date{\today} \date{\today}
\pagestyle{fancy} \pagestyle{fancy}
% \lhead{Kefalida}
% \rhead{Yposelido}
% \renewcommand{\headrulewidth}{0.4pt}
% \renewcommand{\footrulewidth}{0.4pt}
\setlength{\headheight}{14pt} \setlength{\headheight}{14pt}
\hypersetup{colorlinks=true, linkcolor=black, urlcolor=blue, citecolor=blue} \hypersetup{colorlinks=true, linkcolor=black, urlcolor=blue, citecolor=blue}

52
Assignment_2/report/res/demo1_f1.svg

@ -14,24 +14,24 @@
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52
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52
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