3 papers
cs.CV2022
Unsupervised Clustering of Roman Potsherds via Variational Autoencoders
Simone Parisotto, Ninetta Leone, Carola-Bibiane Schönlieb +1
In this paper we propose an artificial intelligence imaging solution to support archaeologists in the classification task of Roman commonware potsherds. Usually, each potsherd is r…
cs.CY2020
Art Speaks Maths, Maths Speaks Art
Ninetta Leone, Simone Parisotto, Kasia Targonska-Hadzibabic +4
Our interdisciplinary team Mathematics for Applications in Cultural Heritage (MACH) aims to use mathematical research for the benefit of the arts and humanities. Our ultimate goal…
cs.CV2020
Unsupervised clustering of Roman pottery profiles from their SSAE representation
Simone Parisotto, Alessandro Launaro, Ninetta Leone +1
In this paper we introduce the ROman COmmonware POTtery (ROCOPOT) database, which comprises of more than 2000 black and white imaging profiles of pottery shapes extracted from 11 R…