1. A method for estimating a dimension of a joint of a user in a scene, comprising: receiving a depth image, the depth image being indicative of the user in the scene; determining a plurality of proposed dimensions for the joint of the user in the depth image; determining the dimension of the joint based on the plurality of proposed dimensions; and updating a computer-maintained model that corresponds to the user to have the dimension of the joint.