sustaining_gazes/matlab_version/AU_training/data extraction/extract_features_SEMAINE.m
2016-06-03 09:33:04 -04:00

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2 KiB
Matlab

features_exe = '"..\..\..\x64\Release\FeatureExtraction.exe"';
find_SEMAINE;
% Go two levels deep
semaine_dirs = train_recs;
out_loc = [SEMAINE_dir, '../processed_data/train/'];
parfor f1=1:numel(semaine_dirs)
if(isdir([SEMAINE_dir, semaine_dirs{f1}]))
vid_files = dir([SEMAINE_dir, semaine_dirs{f1}, '/*.avi']);
f1_dir = semaine_dirs{f1};
for v=1:numel(vid_files)
command = features_exe;
curr_vid = [SEMAINE_dir, f1_dir, '/', vid_files(v).name];
name = f1_dir;
output_file = [out_loc name '/'];
output_hog = [out_loc name '.hog'];
output_params = [out_loc name '.params.txt'];
command = cat(2, command, [' -rigid -f "' curr_vid '" -simalign "' output_file '" -simscale 0.7 -simsize 112']);
command = cat(2, command, [' -hogalign "' output_hog '"']);
command = cat(2, command, [' -of "' output_params '" -no2Dfp -no3Dfp -noAUs -noPose -noGaze -q']);
dos(command);
end
end
end
%%
semaine_dirs = devel_recs;
out_loc = [SEMAINE_dir, '../processed_data/devel/'];
parfor f1=1:numel(semaine_dirs)
if(isdir([SEMAINE_dir, semaine_dirs{f1}]))
vid_files = dir([SEMAINE_dir, semaine_dirs{f1}, '/*.avi']);
f1_dir = semaine_dirs{f1};
for v=1:numel(vid_files)
command = features_exe;
curr_vid = [SEMAINE_dir, f1_dir, '/', vid_files(v).name];
name = f1_dir;
output_file = [out_loc name '/'];
output_hog = [out_loc name '.hog'];
output_params = [out_loc name '.params.txt'];
command = cat(2, command, [' -rigid -f "' curr_vid '" -simalign "' output_file '" -simscale 0.7 -simsize 112']);
command = cat(2, command, [' -hogalign "' output_hog '"']);
command = cat(2, command, [' -of "' output_params '" -no2Dfp -no3Dfp -noAUs -noPose -noGaze -q']);
dos(command);
end
end
end