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b/eyetrackingstory_01/pilot_data/free_ebooks/samplereportsmall.xlsx new file mode 100644 index 0000000..df46bf5 Binary files /dev/null and b/eyetrackingstory_01/pilot_data/free_ebooks/samplereportsmall.xlsx differ diff --git a/gaze_dispersion.m b/gaze_dispersion.m new file mode 100644 index 0000000..42dcfd4 --- /dev/null +++ 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 \ No newline at end of file