The digital anastylosis and the semantic segmentation: the case of the Magna Graecia masks in the Mediterranean area

Fifty years of archaeological activities carried out in the Aeolian Islands have made it possible to bring to light the most complete collection of theatrical masks of the ancient world, an important testimony of the material culture of the theatrical world, during the Classical era. The theatrical masks, preserved at the ‘L. Bernabò Brea’ of Lipari, may be schematized, from a morphological point of view, in three distinct degrees: ‘whole masks’, whole fragments and ‘mute’ fragments. The digital reconstruction and anastylosis workflow follow the same breakdown of these three degrees of status: they have been developed through an inverted pyramid trend, in a scalar and hierarchical way. The universality of the method makes it repeatable and universally applicable to other archaeological finds belonging to a proto-industrial and serial artisan production.