An Automatic Approach for the Classification of Ancient Clay Statuettes Based on Heads Features Recognition
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Date
2019
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
In recent years, quantitative approaches based on mathematical theories and ICT tools, known under the terms of digital, computational, and virtual archaeology, are more and more involved in the traditional archaeological research. In this paper, we apply shape analysis techniques to 3D digital replicas of archaeological findings to support their interpretation. In particular, our study focuses on a collection of small terracotta figurines from the ancient sanctuary of Ayia Irini, Cyprus, and it aims at re-analysing the material utilising a quantitative approach. We experiment state of the art techniques (meshSIFT and DBSCAN) to cluster statuettes according to the similarity of their heads, to investigate their production process.
Description
@inproceedings{10.2312:gch.20191352,
booktitle = {Eurographics Workshop on Graphics and Cultural Heritage},
editor = {Rizvic, Selma and Rodriguez Echavarria, Karina},
title = {{An Automatic Approach for the Classification of Ancient Clay Statuettes Based on Heads Features Recognition}},
author = {Scalas, Andreas and Vassallo, Valentina and Mortara, Michela and Spagnuolo, Michela and Hermon, Sorin},
year = {2019},
publisher = {The Eurographics Association},
ISSN = {2312-6124},
ISBN = {978-3-03868-082-6},
DOI = {10.2312/gch.20191352}
}