104 lines
2.9 KiB
Mathematica
104 lines
2.9 KiB
Mathematica
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function [ labels, valid_ids, filenames ] = extract_Bosphorus_labels( Bosphorus_dir, recs, aus )
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%EXTRACT_SEMAINE_LABELS Summary of this function goes here
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% Detailed explanation goes here
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% Ignoring rare ones or ones that don't overlap with other datasets
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aus_Bosphorus = [1, 2, 4, 5, 6, 7, 9, 10, 12, 14, 15, 17, 20, 23, 25, 26, 43];
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aus(aus == 45) = 43;
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%%
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fid = fopen([Bosphorus_dir, './facscodes/facscodes.lst']);
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% Skipping the header
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fgetl(fid);
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fgetl(fid);
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% Starting to read
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data = fgetl(fid);
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all_aus = [];
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valid = [];
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id = 1;
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filenames = {};
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while ischar(data)
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d = strsplit(data, '->');
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data = fgetl(fid);
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filename = strtrim(d{1});
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% Skip extreme poses
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if(~isempty(findstr(filename, 'CR')) || ~isempty(findstr(filename, 'YR') > 0) || ~isempty(findstr(filename, 'PR_U'))|| ~isempty(findstr(filename, 'PR_D')))
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continue;
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end
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% ignore labels from non requested users
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if(isempty(strmatch(filename(1:5), recs)))
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continue;
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end
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filenames = cat(1, filenames, filename);
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aus_str = d{2}(3:end);
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% decode the AU data
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aus_c = strsplit(aus_str, '+');
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curr_img_au = zeros(1, 80);
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for i=1:numel(aus_c)
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if(aus_c{i} == '0')
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continue
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end
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intensity = -1;
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intensity_str = aus_c{i}(end);
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if(intensity_str == 'A')
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intensity = 1;
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elseif(intensity_str == 'B')
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intensity = 2;
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elseif(intensity_str == 'C')
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intensity = 3;
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elseif(intensity_str == 'D')
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intensity = 4;
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elseif(intensity_str == 'E')
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intensity = 5;
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end
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if(~isempty(str2num(aus_c{i}(1))))
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if(intensity ~= -1)
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num = str2num(aus_c{i}(1:end-1));
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else
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num = str2num(aus_c{i}(1:end));
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intensity = 3; % if no intensity given just assume 3
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end
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else
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if(intensity ~= -1)
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num = str2num(aus_c{i}(2:end-1));
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else
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num = str2num(aus_c{i}(2:end));
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intensity = 3; % if no intensity given just assume 3
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end
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end
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curr_img_au(1, num) = intensity;
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end
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all_aus = cat(1, all_aus, curr_img_au);
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valid = cat(1, valid, [true]);
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id = id + 1;
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end
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%aus_bosph = dlmread(, '->', 3, 0);
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fclose(fid);
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valid_ids = logical(valid);
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labels = all_aus(:, aus);
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end
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