organic motion capture without markers

A video from Rodney Charters where Kamal Siegal, a digital artist shows his organic mocap system no markers – pretty cool. I wonder if the new xBox Kinect can be modified to do something similar so I can mocap my daily routine around the house. Yes, I wonder.