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Remote Research System of Archaeological Sites Using Deep Learning.

Authors :
Vokhmintcev, A. V.
Melnikov, A. V.
Romanov, M. A.
Shitselov, A. V.
Source :
Pattern Recognition & Image Analysis; Sep2024, Vol. 34 Issue 3, p574-582, 9p
Publication Year :
2024

Abstract

This work is devoted to the problem of detecting and studying archaeological sites based on methods of machine learning, mapping, and geophysics. The article discusses the methodology for mapping and surveying archaeological objects in the form of 2D and 3D models, and proposes machine learning methods based on convolutional neural networks for the detection and classification of archaeological objects. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10546618
Volume :
34
Issue :
3
Database :
Complementary Index
Journal :
Pattern Recognition & Image Analysis
Publication Type :
Academic Journal
Accession number :
180371063
Full Text :
https://doi.org/10.1134/S105466182470038X