sustaining_gazes/matlab_version/AU_training/experiments/Bosphorus/Read_geom_files_dynamic.m

42 lines
1.1 KiB
Matlab

function [geom_data, valid_ids] = Read_geom_files_dynamic(users, model_param_data_dir)
geom_data = [];
valid_ids = [];
load('../../pca_generation/pdm_68_aligned_wild.mat');
user_files = [];
for i=1:numel(users)
geom_file = [model_param_data_dir, '/' users{i} '.txt'];
user_files = cat(1, user_files, str2num(users{i}(3:5)));
m_file = [model_param_data_dir, '/', users{i}, '.mat'];
res = dlmread(geom_file, ',', 1, 0);
valid = res(:, 4);
res = res(:, 11:end);
actual_locs = res * V';
res = cat(2, actual_locs, res);
valid_ids = cat(1, valid_ids, valid);
geom_data_curr_p = res;
geom_data = cat(1, geom_data, geom_data_curr_p);
end
if(numel(users) > 0)
uq_ids = unique(user_files)';
for u=uq_ids
geom_data(user_files==u,:) = bsxfun(@plus, geom_data(user_files==u,:), -median( geom_data(valid_ids & user_files==u,:)));
end
end
end