1. A method for creating an appearance model of an object, comprising: receiving an image of the object; and creating a hierarchical appearance model of the object from the image of the object, the hierarchical appearance model having a plurality of layers, each layer including one or more nodes, wherein the nodes in each layer contain information of the object with a corresponding level of detail, and wherein the nodes in different layers of the hierarchical appearance model correspond to different levels of detail.