Created
September 1, 2020 16:53
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fds_saliencyMap = fileDatastore('/Users/ehzawad/Desktop/SM1dataset2/*.png', 'ReadFcn', @importdata); | |
fds_TD_FixMaps = fileDatastore('/Users/ehzawad/Dropbox/TrainingData/TD_FixMaps/*.png', 'ReadFcn', @importdata); | |
fds_ASD_FixMaps = fileDatastore('/Users/ehzawad/Dropbox/TrainingData/ASD_FixMaps/*.png', 'ReadFcn', @importdata); | |
fullFileNames_smap = fds_saliencyMap.Files; | |
fullFileNames_truthmap = fds_TD_FixMaps.Files; | |
fullFileNames_ASD_fixmaps = fds_ASD_FixMaps.Files; | |
numFiles_smap = length(fullFileNames_smap); | |
numFiles_truthmap = length(fullFileNames_truthmap); | |
numFiles_ASD_fixmaps = length(fullFileNames_ASD_fixmaps); | |
TD_FixMaps_allvalues = 0.0; | |
ASD_FixMaps_allvalues = 0.0; | |
i = 0; | |
for k = 1 : numFiles_smap | |
s = imread(fullFileNames_smap{k}); | |
g = imread(fullFileNames_truthmap{k}); | |
a = imread(fullFileNames_ASD_fixmaps{k}); | |
%disp(s) | |
%disp(g) | |
%disp(a) | |
i = i + 1; | |
disp(i); | |
[score] = AUC_shuffled(s, g, a); | |
% [score] = AUC_shuffled(saliencyMap, groundtruthMap, othersaliencyMap); | |
TD_result = score; | |
disp(TD_result); | |
TD_FixMaps_allvalues = TD_FixMaps_allvalues + TD_result; | |
% | |
% [score,~,~,~] = AUC_Judd(s, a, 0, 0); | |
% ASD_result = score; | |
% disp(ASD_result); | |
% ASD_FixMaps_allvalues = ASD_FixMaps_allvalues + ASD_result; | |
% disp(TD_result) | |
% disp(ASD_result) | |
% disp(TD_FixMaps_allvalues); | |
end | |
disp(TD_FixMaps_allvalues); | |
% disp(ASD_FixMaps_allvalues); | |
mean_TD = TD_FixMaps_allvalues./numFiles_truthmap; | |
% mean_ASD = ASD_FixMaps_allvalues./numFiles_ASD_fixmaps; | |
disp(mean_TD); | |
% disp(mean_ASD); |
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