Localized Motion Energy

Motion Detection is an old and VERY reliable computer vision technique (traditionally used for security purposes).

When the scene (upper right) is partitioned (upper left) to correspond to people sitting on the couch we can actually measure the amount of gesturing that is accompanying the conversation.