1. A method for building a three-dimensional composite scene, the method comprising: acquiring shape and visual appearance metrics from a plurality of three-dimensional scenes; generating possible alignments for a pair of three-dimensional scenes from the plurality of three-dimensional scenes; evaluating the possible alignments for the pair of three-dimensional scenes using the shape and visual appearance metrics; and creating an alignment of multiple three-dimensional scenes based on the evaluation of a plurality of possible alignments.