Archaeologists are often tasked with the identification and extractions of glyphs and petroglyphs from surfaces. Since this task is usually performed by hand, it is time consuming and prone to human errors. Therefore, in the years several automatic techniques have been developed to solve this problem. However, to the best of our knowledge, a tool for the creation of realistic synthetic data has not be developed and distributed yet. It is the purpose of this paper to fill this gap. We construct a Matlab tool with a graphic user interface to create three-dimensional realistic surfaces where petroglyphs have been carved. The user can select the shape, position, and depths of these petroglyphs. This tool can be used to validate extraction algorithms and to create training data for supervised learning techniques.

A tool for the construction of synthetic petroglyphs

Buccini, Alessandro;Crabu, Elisa
2025-01-01

Abstract

Archaeologists are often tasked with the identification and extractions of glyphs and petroglyphs from surfaces. Since this task is usually performed by hand, it is time consuming and prone to human errors. Therefore, in the years several automatic techniques have been developed to solve this problem. However, to the best of our knowledge, a tool for the creation of realistic synthetic data has not be developed and distributed yet. It is the purpose of this paper to fill this gap. We construct a Matlab tool with a graphic user interface to create three-dimensional realistic surfaces where petroglyphs have been carved. The user can select the shape, position, and depths of these petroglyphs. This tool can be used to validate extraction algorithms and to create training data for supervised learning techniques.
2025
978-3-031-97637-7
Glyph creation
Glyph extraction
Matlab graphic user interface
File in questo prodotto:
File Dimensione Formato  
978-3-031-97638-4 (1).pdf

Solo gestori archivio

Descrizione: VoR
Tipologia: versione editoriale (VoR)
Dimensione 6.63 MB
Formato Adobe PDF
6.63 MB Adobe PDF   Visualizza/Apri   Richiedi una copia
AAM_compressed.pdf

embargo fino al 28/06/2026

Descrizione: AAM
Tipologia: versione post-print (AAM)
Dimensione 992.42 kB
Formato Adobe PDF
992.42 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11584/453386
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact