36 lines
1.0 KiB
Matlab
36 lines
1.0 KiB
Matlab
function [geom_data, valid_ids] = Read_geom_files(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_file = [model_param_data_dir, '/' users{i} '.csv'];
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if(i == 1)
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tab = readtable(geom_file);
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column_names = tab.Properties.VariableNames;
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valid_ind = cellfun(@(x) ~isempty(x) && x==1, strfind(column_names, 'confidence'));
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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(geom_file, ',', 1, 0);
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% Check the confidence of detection
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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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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 = cat(1, geom_data, res);
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end
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end |