71 lines
2 KiB
Mathematica
71 lines
2 KiB
Mathematica
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function [ labels, valid_ids, filenames ] = extract_UNBC_labels( UNBC_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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UNBC_dir = [UNBC_dir, '/Frame_Labels/FACS/'];
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aus_UNBC = [4, 6, 7, 9, 10, 12, 20, 25, 26, 43];
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inds_to_use = [];
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for i=1:numel(aus)
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inds_to_use = cat(1, inds_to_use, find(aus_UNBC == aus(i)));
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end
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aus_UNBC = aus_UNBC(inds_to_use);
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labels_all = {};
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valid_ids_all = {};
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filenames_all = {};
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for i=1:numel(recs)
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% get all the dirs, etc.
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sessions = dir([UNBC_dir, recs{i}]);
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sessions = sessions(3:end);
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num_sessions = numel(sessions);
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labels = cell(num_sessions, 1);
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valid_ids = cell(num_sessions, 1);
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filenames = cell(num_sessions, 1);
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for s=1:numel(sessions)
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frames = dir([UNBC_dir, '/', recs{i}, '/', sessions(s).name, '/*.txt']);
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labels_c = zeros(numel(frames), numel(aus));
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for f=1:numel(frames)
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file = [UNBC_dir, '/', recs{i}, '/', sessions(s).name, '/', frames(f).name];
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fileID = fopen(file);
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C = textscan(fileID,'%d %d %d %d\n');
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fclose(fileID);
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% OCC = csvread(file); %import annotations for one video file
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for au = 1:numel(C{1})
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labels_c(f, aus_UNBC == C{1}(au)) = C{2}(au);
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end
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end
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labels{s} = labels_c;
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filenames(s) = {sessions(s).name};
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valid_ids{s} = true(size(labels_c,1),1);
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end
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labels_all = cat(1, labels_all, labels);
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valid_ids_all = cat(1, valid_ids_all, valid_ids);
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filenames_all = cat(1, filenames_all, filenames);
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end
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labels = labels_all;
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valid_ids = valid_ids_all;
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filenames = filenames_all;
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end
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