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Bug fixes with multi-threaded sequence capture and recording. Fix with multi-hypothesis visualization in matlab.

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Tadas Baltrusaitis
2018-04-29 18:49:32 +01:00
parent 1387710f39
commit 165fa2e306
5 changed files with 36 additions and 156 deletions
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21
matlab_version/experiments_menpo/Script_CECLM_cross_data.m
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@@ -2,11 +2,13 @@ function Script_CECLM_cross_data()
addpath(genpath('../'));
[images, detections, labels] = Collect_menpo_imgs('D:\Datasets\menpo/');
[images, detections, labels] = Collect_menpo_imgs('G:\Datasets\menpo/');
%% loading the CE-CLM model and parameters
[patches, pdm, clmParams, early_term_params] = Load_CECLM_general();
views = [0,0,0; 0,-30,0; 0,30,0; 0,-55,0; 0,55,0; 0,0,30; 0,0,-30; 0,-90,0; 0,90,0; 0,-70,40; 0,70,-40];
views = views * pi/180;
% As early termination weights were trained on part of menpo turn them off,
% to perform a clean cross-data experiment
early_term_params.weights_scale(:) = 1;
@@ -53,18 +55,9 @@ for i=1:numel(images)
bbox = squeeze(detections(i,:));
% have a multi-view version
if(multi_view)
views = [0,0,0; 0,-30,0; 0,30,0; 0,-55,0; 0,55,0; 0,0,30; 0,0,-30; 0,-90,0; 0,90,0; 0,-70,40; 0,70,-40];
views = views * pi/180;
[shape,~,~,lhood,lmark_lhood,view_used] =...
Fitting_from_bb_multi_hyp(image, [], bbox, pdm, patches, clmParams, views, early_term_params);
else
[shape,~,~,lhood,lmark_lhood,view_used] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams);
end
% The actual work get's done here
[shape,~,~,lhood,lmark_lhood,view_used] =...
Fitting_from_bb_multi_hyp(image, [], bbox, pdm, patches, clmParams, views, early_term_params);
all_lmark_lhoods(:,i) = lmark_lhood;
all_views_used(i) = view_used;