50 lines
1.4 KiB
Matlab
50 lines
1.4 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} '.csv'];
|
|
|
|
user_files = cat(1, user_files, str2num(users{i}(3:5)));
|
|
|
|
if(i == 1)
|
|
tab = readtable(geom_file);
|
|
column_names = tab.Properties.VariableNames;
|
|
valid_ind = cellfun(@(x) ~isempty(x) && x==1, strfind(column_names, 'confidence'));
|
|
shape_inds = cellfun(@(x) ~isempty(x) && x==1, strfind(column_names, 'p_'));
|
|
end
|
|
|
|
res = dlmread(geom_file, ',', 1, 0);
|
|
|
|
valid = res(:, valid_ind) > 0.7;
|
|
res = res(:, shape_inds);
|
|
|
|
% Do not consider global parameters
|
|
res = res(:, 7: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 |