Hybrid MSRM-Based Deep Learning and Multitemporal Sentinel 2-Based Machine Learning Algorithm Detects Near 10k Archaeological Tumuli in North-Western Iberia

Hybrid MSRM-Based Deep Learning and Multitemporal Sentinel 2-Based Machine Learning Algorithm Detects Near 10k Archaeological Tumuli in North-Western Iberia

This paper presents an algorithm for large-scale automatic detection of burial mounds, one of the most common types of archaeological sites globally, using LiDAR and multispectral satellite data. Although previous attempts were able to detect a good proportion of the known mounds in a given area, th...

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Bibliographic Details
Main Authors: Iban Berganzo-Besga, Hector A. Orengo, Felipe Lumbreras, Miguel Carrero-Pazos, João Fonte, Benito Vilas-Estévez
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Remote Sensing
Subjects:
tumuli
mounds
archaeology
deep learning
machine learning
Sentinel-2
Online Access:https://www.mdpi.com/2072-4292/13/20/4181

Internet

https://www.mdpi.com/2072-4292/13/20/4181

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