from pybug.transform.tps import TPS from warp import build_similarity_transform # tr = build_similarity_transform(intensity_image.landmarks['ibug_68_edge'].lms) tr = TPS(reference_frame.landmarks["ibug_68_closed_mouth"].lms, intensity_image.landmarks["ibug_68_closed_mouth"].lms) # <codecell> from pybug.transform import SimilarityTransform from pybug.image import MaskedNDImage, IntensityImage warped_intensity_image = intensity_image.warp_to(reference_frame.mask, tr) warped_ground_truth_image = ground_truth_images.warp_to(reference_frame.mask, tr) warped_intensity_image = MaskedNDImage(warped_intensity_image.pixels, mask=warped_intensity_image.mask) warped_intensity_image.view() # <codecell> # Use ground truth light estimate_light = lights[sfs_index, :] print estimate_light # <codecell> from photometric_stereo import photometric_stereo as ps ground_truth_normals, ground_truth_albedo = ps(warped_ground_truth_image, lights) # <codecell>
# tr = build_similarity_transform(intensity_image.landmarks['ibug_68_edge'].lms)
tr = TPS(reference_frame.landmarks['ibug_68_closed_mouth'].lms,
intensity_image.landmarks['ibug_68_closed_mouth'].lms)
# <codecell>
from pybug.transform import SimilarityTransform
from pybug.image import MaskedNDImage, IntensityImage
warped_intensity_image = intensity_image.warp_to(reference_frame.mask, tr)
warped_ground_truth_image = ground_truth_images.warp_to(
reference_frame.mask, tr)
warped_intensity_image = MaskedNDImage(warped_intensity_image.pixels,
mask=warped_intensity_image.mask)
warped_intensity_image.view()
# <codecell>
# Use ground truth light
estimate_light = lights[sfs_index, :]
print estimate_light
# <codecell>
from photometric_stereo import photometric_stereo as ps
ground_truth_normals, ground_truth_albedo = ps(warped_ground_truth_image,
lights)
# <codecell>
