1. A computer based method for tracking a target using a depth sensing camera, the method comprising the steps of: receiving a depth image of an area including the target to be tracked; determining an edge of the target in the depth image; and determining a best fit of a mathematically representable contour with respect to the determined edge corresponding to the target to be tracked.