first run of gaze dispersion (WIP)

CommunicationAndDevelopment · Mar 25, 2020 · 75c7f96 · 75c7f96
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diff --git a/.gitignore b/.gitignore
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+gbvs
+*.asv
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diff --git a/Output/WithImage/pilot_03-older_5-Right.png b/Output/WithImage/pilot_03-older_5-Right.png
diff --git a/Output/WithImage/pilot_03-older_6-Right.png b/Output/WithImage/pilot_03-older_6-Right.png
diff --git a/Output/WithImage/pilot_03-older_7-Right.png b/Output/WithImage/pilot_03-older_7-Right.png
diff --git a/Output/WithImage/pilot_03-older_8-Right.png b/Output/WithImage/pilot_03-older_8-Right.png
diff --git a/Output/WithImage/pilot_03-older_9-Right.png b/Output/WithImage/pilot_03-older_9-Right.png
diff --git a/Output/WithImage/pilot_03-young_1-Right.png b/Output/WithImage/pilot_03-young_1-Right.png
diff --git a/Output/WithImage/pilot_03-young_10-Right.png b/Output/WithImage/pilot_03-young_10-Right.png
diff --git a/Output/WithImage/pilot_03-young_11-Right.png b/Output/WithImage/pilot_03-young_11-Right.png
diff --git a/Output/WithImage/pilot_03-young_12-Right.png b/Output/WithImage/pilot_03-young_12-Right.png
diff --git a/Output/WithImage/pilot_03-young_13-Right.png b/Output/WithImage/pilot_03-young_13-Right.png
diff --git a/Output/WithImage/pilot_03-young_14-Right.png b/Output/WithImage/pilot_03-young_14-Right.png
diff --git a/Output/WithImage/pilot_03-young_2-Right.png b/Output/WithImage/pilot_03-young_2-Right.png
diff --git a/Output/WithImage/pilot_03-young_3-Right.png b/Output/WithImage/pilot_03-young_3-Right.png
diff --git a/Output/WithImage/pilot_03-young_4-Right.png b/Output/WithImage/pilot_03-young_4-Right.png
diff --git a/Output/WithImage/pilot_03-young_5-Right.png b/Output/WithImage/pilot_03-young_5-Right.png
diff --git a/Output/WithImage/pilot_03-young_6-Right.png b/Output/WithImage/pilot_03-young_6-Right.png
diff --git a/Output/WithImage/pilot_03-young_7-Right.png b/Output/WithImage/pilot_03-young_7-Right.png
diff --git a/Output/WithImage/pilot_03-young_8-Right.png b/Output/WithImage/pilot_03-young_8-Right.png
diff --git a/Output/WithImage/pilot_03-young_9-Right.png b/Output/WithImage/pilot_03-young_9-Right.png
diff --git a/Output/test.csv b/Output/test.csv
diff --git a/eyetrackingstory_01/pilot_data/free_ebooks/samplereportsmall.xlsx b/eyetrackingstory_01/pilot_data/free_ebooks/samplereportsmall.xlsx
diff --git a/gaze_dispersion.m b/gaze_dispersion.m
@@ -0,0 +1,68 @@
+addpath('gbvs');
+addpath('eyetrackingstory_01/pilot_data/free_ebooks');
+addpath('eyetrackingstory_01/stimuli/free_ebooks/young/withbackground');
+addpath('eyetrackingstory_01/stimuli/free_ebooks/old/withbackground');
+
+output_root_blank = 'Output/NoImage/';
+output_root_image = 'Output/WithImage/';
+
+% map = gbvs(img);
+% 
+% [img_height, img_width, img_dim] = size(img);
+% 
+% heatmap_matrix = zeros(768, 1024);
+% 
+% hist = heatmap_overlay(blank_img, heatmap_matrix);
+
+% gaze dispersion
+
+data = readtable('samplereport_pilotdata.xlsx');
+
+image = char('');
+blank_img = repmat(255, 1, 1, 1);
+file = char('');
+eye = char('');
+output_filename = '';
+matrix = zeros(1, 1);
+first = true;
+for row_index = 1:height(data)
+    row = data(row_index, :);
+    string_array = table2array(row(1, {'DATA_FILE', 'image', 'EYE_TRACKED'}));
+    [current_file, current_image, current_eye] = string_array{:};
+    if(~strcmp(current_file, file) || ~strcmp(current_image, image) || ~strcmp(current_eye, eye))
+        if(~first)
+            matrix = rescale(matrix);
+            hist_blank = heatmap_overlay(blank_img, matrix);
+            hist_image = heatmap_overlay(image_object, matrix);
+            output_filename_image = strcat(output_root_image, output_filename);
+            output_filename_blank = strcat(output_root_blank, output_filename);
+            imwrite(hist_image, output_filename_image);
+            imwrite(hist_blank, output_filename_blank);
+        end
+        first = false;
+
+        image = current_image;
+        file = current_file;
+        eye = current_eye;
+        output_filename = strcat(file, '-', image, '-', eye, '.png');
+        output_filename = erase(output_filename, {'.jpg', '.edf'});
+        image_object = imread(image);
+        [img_height, img_width, img_dim] = size(image_object);
+        blank_img = repmat(255, img_height, img_width, img_dim);
+        matrix = zeros(img_height, img_width);
+    end
+
+    if(strcmp(eye, 'Right'))
+        number_array = table2array(row(1, {'RIGHT_GAZE_X', 'RIGHT_GAZE_Y'}));    
+    else
+        number_array = table2array(row(1, {'LEFT_GAZE_X', 'LEFT_GAZE_Y'}));
+    end
+
+    number_array_cell = num2cell(number_array);
+    [x_coord, y_coord] = number_array_cell{:};
+    x_coord = int16(x_coord);
+    y_coord = int16(y_coord);
+    if(x_coord > 0 && x_coord <= img_width && y_coord > 0 && y_coord <= img_height)
+        matrix(y_coord, x_coord) = matrix(y_coord, x_coord) + 1;
+    end
+end