# Pass landmarks to all ground truth images
ground_truth_images.landmarks['PTS'] = intensity_image.landmarks['PTS']
# Label with correct labels
labeller([ground_truth_images, intensity_image],
'PTS', ibug_68_closed_mouth)
# Constrain to mask
ground_truth_images.constrain_mask_to_landmarks(
group='ibug_68_closed_mouth', label='all')
intensity_image.constrain_mask_to_landmarks(
group='ibug_68_closed_mouth', label='all')
intensity_image.crop_to_landmarks(group='ibug_68_closed_mouth',
label='all', boundary=2)
ground_truth_images.crop_to_landmarks(group='ibug_68_closed_mouth',
label='all', boundary=2)
temp_texture = subject_images[sfs_index]
# Perform Photometric Stereo
ground_truth_normals, ground_truth_albedo = ps(ground_truth_images, lights)
ground_truth_depth = frankotchellappa(-ground_truth_normals.pixels[:, :, 0],
ground_truth_normals.pixels[:, :, 1])
ground_truth_depth_image = DepthImage((ground_truth_depth - np.min(ground_truth_depth)) / 2,
texture=temp_texture)
normals[subject_id]['ground_truth'] = ground_truth_normals
# TODO: save images
#ground_truth_depth_image.view(mode='mesh')
#save_result_images(subject_id, 'all', 'groundtruth')
ground_truth_images.landmarks['PTS'] = intensity_image.landmarks['PTS']
# Label with correct labels
labeller([ground_truth_images, intensity_image], 'PTS',
ibug_68_closed_mouth)
# Constrain to mask
ground_truth_images.constrain_mask_to_landmarks(
group='ibug_68_closed_mouth', label='all')
intensity_image.constrain_mask_to_landmarks(group='ibug_68_closed_mouth',
label='all')
intensity_image.crop_to_landmarks(group='ibug_68_closed_mouth',
label='all',
boundary=2)
ground_truth_images.crop_to_landmarks(group='ibug_68_closed_mouth',
label='all',
boundary=2)
temp_texture = subject_images[sfs_index]
# Perform Photometric Stereo
ground_truth_normals, ground_truth_albedo = ps(ground_truth_images, lights)
ground_truth_depth = frankotchellappa(
-ground_truth_normals.pixels[:, :, 0],
ground_truth_normals.pixels[:, :, 1])
ground_truth_depth_image = DepthImage(
(ground_truth_depth - np.min(ground_truth_depth)) / 2,
texture=temp_texture)
normals[subject_id]['ground_truth'] = ground_truth_normals
# TODO: save images
