ehz_auc_borji.m

% fds_saliencyMap = fileDatastore('/Users/ehzawad/Dropbox/Final/saliently_processed_image_sets/model_1/random_center_surround_saliency/*.png', 'ReadFcn', @importdata);
%fds_saliencyMap = fileDatastore('/Users/ehzawad/Dropbox/Final/saliently_processed_image_sets/model_2/CovSal/*.png', 'ReadFcn', @importdata);
% fds_saliencyMap = fileDatastore('/Users/ehzawad/Dropbox/Final/saliently_processed_image_sets/model_3/Self_resemblance_by_LARK/*.png', 'ReadFcn', @importdata);
fds_saliencyMap = fileDatastore('/Users/ehzawad/Dropbox/Final/saliently_processed_image_sets/model_4/UMH/*.png', 'ReadFcn', @importdata);

%fds_TD_FixMaps = fileDatastore('/Users/ehzawad/Dropbox/Final/TD_FixMaps/*.png', 'ReadFcn', @importdata);
fds_TD_FixMaps = fileDatastore('/Users/ehzawad/Dropbox/Final/ASD_FixMaps/*.png', 'ReadFcn', @importdata);

fullFileNames_smap = fds_saliencyMap.Files;
fullFileNames_truthmap = fds_TD_FixMaps.Files;

numFiles_smap = length(fullFileNames_smap);
numFiles_truthmap = length(fullFileNames_truthmap);

TD_FixMaps_allvalues = 0.0;

%fid = fopen('/Users/ehzawad/Dropbox/Final/evalution_reports_textfiles/ehza_auc_borji_TD_model_1_rcss.txt', 'w');
% fid = fopen('/Users/ehzawad/Dropbox/Final/evalution_reports_textfiles/ehza_auc_borji_TD_model_2_covsal.txt', 'w'); 
%fid = fopen('/Users/ehzawad/Dropbox/Final/evalution_reports_textfiles/ehza_auc_borji_TD_model_3_srbl.txt', 'w');
%fid = fopen('/Users/ehzawad/Dropbox/Final/evalution_reports_textfiles/ehza_auc_borji_TD_model_4_UMH.txt', 'w');


%fid = fopen('/Users/ehzawad/Dropbox/Final/evalution_reports_textfiles/ehza_auc_borji_ASD_model_1_rcss.txt', 'w');
%fid = fopen('/Users/ehzawad/Dropbox/Final/evalution_reports_textfiles/ehza_auc_borji_ASD_model_2_covsal.txt', 'w'); 
%fid = fopen('/Users/ehzawad/Dropbox/Final/evalution_reports_textfiles/ehza_auc_borji_ASD_model_3_srbl.txt', 'w');
fid = fopen('/Users/ehzawad/Dropbox/Final/evalution_reports_textfiles/ehza_auc_borji_ASD_model_4_UMH.txt', 'w');

 
for k = 1 : numFiles_smap
    s = imread(fullFileNames_smap{k});
    g = imread(fullFileNames_truthmap{k});
    
    
    %[score_TD,~,~,~] = AUC_Judd(s, g, 0, 0);
    [score_TD,~,~] = AUC_Borji(s, g);
    TD_result = score_TD;
    
    fprintf(fid, '%d\n', TD_result) ;
    
    TD_FixMaps_allvalues = TD_FixMaps_allvalues + TD_result;
    disp(TD_result)
end


disp(TD_FixMaps_allvalues);
mean_TD = TD_FixMaps_allvalues./numFiles_truthmap;
fprintf(fid, '\n\n%d\n', mean_TD);
disp(mean_TD);