Exemplary methods are provided. In one exemplary method, a lower-dimension signature is generated for each of a plurality of data sets of a given dimension. Registration is performed on the lower-dimension signatures. In another exemplary method, a two-dimensional signature is generated for each of a plurality of three-dimensional volumes. Registration is performed on the two-dimensional signatures.