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KG-ML Approach Image Recognition for Cultural Heritage.
Ariele Câmara (Câmara, A.); Ana de Almeida (de Almeida, A.); João Pedro Oliveira (Oliveira, J.);
Journal/Book/Other Title
Poster published: Ciencia 2022 - Science and Technology in Portugal Summit
Year (definitive publication)
2022
Language
Portuguese
Country
Portugal
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(Last checked: 2025-12-19 08:35)

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Abstract
Populate a Knowledge-Graph (KG) following the CIDOC-CRM guidelines and extend it to develop a knowledge base able to support a Machine Learning (ML) based system for image recognition and classification of immovable cultural heritage of small dimensions. This hybrid method shall be applied to detect dolmens from satellite images, showing how this methodology works and establishing its value as a viable alternative for traditional prospection fieldwork in archaeology.
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Publication Identifiers
ci-pub-89631
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