This paper focuses on the re-assembly of an archaeological artifact, given images its fragments. problem can be considered as a special challenging case puzzle solving. The restricted natural image from square pieces has been investigated extensively and was shown to difficult in own right. Likewise, matching “clean” 2D polygons/splines based solely their geometric properties studied. But what ...