51 lines
1.7 KiB
Matlab
51 lines
1.7 KiB
Matlab
function [geom_data, valid_ids] = Read_geom_files_dynamic(users, model_param_data_dir)
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geom_data = [];
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valid_ids = [];
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load('../../pca_generation/pdm_68_aligned_wild.mat');
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for i=1:numel(users)
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geom_files = dir([model_param_data_dir, '/' users{i} '*.csv']);
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geom_data_curr_p = [];
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for g=1:numel(geom_files)
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m_file = [model_param_data_dir, '/', geom_files(g).name, '.mat'];
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if(~exist(m_file, 'file'))
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if(~exist('shape_inds', 'var'))
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tab = readtable([model_param_data_dir, '/', geom_files(g).name]);
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column_names = tab.Properties.VariableNames;
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valid_ind = cellfun(@(x) ~isempty(x) && x==1, strfind(column_names, 'success'));
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shape_inds = cellfun(@(x) ~isempty(x) && x==1, strfind(column_names, 'p_'));
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end
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res = dlmread([model_param_data_dir, '/', geom_files(g).name], ',', 1, 0);
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valid = res(:, valid_ind) > 0.7;
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res = res(:, shape_inds);
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% Do not consider global parameters
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res = res(:, 7:end);
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save(m_file, 'res', 'valid');
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else
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load(m_file);
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end
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actual_locs = res * V';
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res = cat(2, actual_locs, res);
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valid_ids = cat(1, valid_ids, valid);
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geom_data_curr_p = cat(1, geom_data_curr_p, res);
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end
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geom_data_curr_p = bsxfun(@plus, geom_data_curr_p, -median(geom_data_curr_p));
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geom_data = cat(1, geom_data, geom_data_curr_p);
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end
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end |