1. An apparatus for calibrating depth cameras, comprising: an image receiver to receive an image from a depth camera; an object detector to detect a natural object with an expected shape in the image; and a parameter adjuster to adjust a parameter of the depth camera to reduce a detected difference between the expected shape and a measured characteristic of the natural object.