A data structure, method, storage medium and logic arrangement are provided for use in collecting and analyzing multilinear data describing various characteristics of different objects. In particular it is possible to recognize an unknown object or an unknown viewpoint of an object, as well as synthesize a known viewpoint never before recorded of an object, and reduce the amount of stored data describing an object or viewpoint by using dimensionality reduction techniques, and the like.