The RePAIR Project: Datasets for archaeological and restoration studies in Pompeii
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Date
2025
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
The work will focus on the RePAIR project, an acronym that means Reconstructing the Past: Artificial Intelligence and Robotics meets Cultural Heritage. The case study is the Archaeological Park of Pompeii in which the fragments of wall paintings from two buildings buried by the volcanic eruption of AD 79, the House of Painters at Work and of the Schola Armaturarum have been chosen as the focus of the project. We concentrated on developing an innovative technology to be used in the physical reconstruction of archaeological artefacts with the help of artificial intelligence and a robotic infrastructure. Two Datasets are used to allow the artificial intelligence to recognise the 3D volumes of each fragment and the iconography of the pompeian wall paintings.
Description
CCS Concepts: Artificial intelligence; robotics; computer vision; restoration; archaeology
@inproceedings{10.2312:dh.20253389,
booktitle = {Digital Heritage},
editor = {Campana, Stefano and Ferdani, Daniele and Graf, Holger and Guidi, Gabriele and Hegarty, Zackary and Pescarin, Sofia and Remondino, Fabio},
title = {{The RePAIR Project: Datasets for archaeological and restoration studies in Pompeii}},
author = {Zuchtriegel, Gabriel and Brunetto, Maria Antonella and Elkin, Gur and Shahar, Ofir Itzhak and Ohayon, Yaniv and Alali, Nadav and Ben-Shahar, Ohad and Gravina, Elena and Napolitano, Maria Cristina and Ricciardi, Francesca Simona and Zambrano, Alessandra and Khoroshiltseva, Marina and Palmieri, Luca and Pelillo, Marcello and Vascon, Sebastiano},
year = {2025},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-277-6},
DOI = {10.2312/dh.20253389}
}