make_uniform_lbp_image()
    extract_histogram_descriptors()
    extract_uniform_lbp_descriptors()
    extract_highdim_face_lbp_descriptors()
    compute_lda_transform()
    compute_equal_error_rate()

object.

lower lip since those are really mobile parts of the face.

detections.

correspondences between the chip and the original image.

full_object_detection.

will have a reasonable size based on the current zoom level.