Validating predictions of burial mounds with field data: the promise and reality of machine learning
A Sobotkova, RD Kristensen-McLachlan… - Journal of …, 2024 - emerald.com
Purpose This paper provides practical advice for archaeologists and heritage specialists
wishing to use ML approaches to identify archaeological features in high-resolution satellite …
wishing to use ML approaches to identify archaeological features in high-resolution satellite …
[HTML][HTML] The Synergy between Artificial Intelligence, Remote Sensing, and Archaeological Fieldwork Validation
The increasing relevance of remote sensing and artificial intelligence (AI) for archaeological
research and cultural heritage management is undeniable. However, there is a critical gap …
research and cultural heritage management is undeniable. However, there is a critical gap …
Evaluating R-CNN and YOLO V8 for Megalithic Monument Detection in Satellite Images
D Marçal, A Câmara, J Oliveira… - … on Computational Science, 2024 - Springer
Over recent years, archaeologists have started to use object detection methods in satellite
images to search for potential archaeological sites. Within image object recognition, due to …
images to search for potential archaeological sites. Within image object recognition, due to …
[PDF][PDF] Odyssey: A Spatial Data Infrastructure for Archaeology
Geospatial data acquisition methods like airborne LiDAR allow for obtaining large volumes
of data, such as aerial and satellite imagery, which are increasingly being used in …
of data, such as aerial and satellite imagery, which are increasingly being used in …
Object detection of megalithic dolmens in Google Satellite imagery
DAB Marçal - 2023 - repositorio.iscte-iul.pt
The detection of dolmens, ancient megalithic structures, holds significant human and
archaeological importance. We address the challenge of automating dolmen detection in the …
archaeological importance. We address the challenge of automating dolmen detection in the …
Benchmark aplicado à Deteção de Objetos de Mamoas Arqueológicas a partir de dados LiDAR
MRVB da Silva - 2023 - search.proquest.com
Human history and its archaeological evidence are priceless and should be preserved,
esteemed and respected. However, the traditional work of an archaeologist is mainly …
esteemed and respected. However, the traditional work of an archaeologist is mainly …