1. A method for use with depth images, comprising: obtaining a depth image and information that specifies that a subset of pixels within the depth image correspond to a user; identifying one or more pixels, of the subset of pixels specified as corresponding to the user, that likely correspond to a floor that is supporting the user; and removing, from the subset of pixels specified as corresponding to the user, the one or more pixels identified as likely corresponding to the floor that is supporting the user.