Semantic Segmentation of Airborne LiDAR Data in Maya Archaeology

Semantic Segmentation of Airborne LiDAR Data in Maya Archaeology

Airborne LiDAR produced large amounts of data for archaeological research over the past decade. Labeling this type of archaeological data is a tedious process. We used a data set from Pacunam LiDAR Initiative survey of lowland Maya region in Guatemala. The data set contains ancient Maya structures t...

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Bibliographic Details
Main Authors: Marek Bundzel, Miroslav Jaščur, Milan Kováč, Tibor Lieskovský, Peter Sinčák, Tomáš Tkáčik
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Remote Sensing
Subjects:
LiDAR
Maya archaeology
convolutional neural network
semantic segmentation
decision support
U-Net
Online Access:https://www.mdpi.com/2072-4292/12/22/3685

Internet

https://www.mdpi.com/2072-4292/12/22/3685

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