Semantic Segmentation (U-Net) of Archaeological Features in Airborne Laser Scanning—Example of the Białowieża Forest

Semantic Segmentation (U-Net) of Archaeological Features in Airborne Laser Scanning—Example of the Białowieża Forest

Airborne Laser Scanning (ALS) technology can be used to identify features of terrain relief in forested areas, possibly leading to the discovery of previously unknown archaeological monuments. Spatial interpretation of numerous objects with various shapes and sizes is a difficult challenge for archa...

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Bibliographic Details
Main Authors: Paweł Zbigniew Banasiak, Piotr Leszek Berezowski, Rafał Zapłata, Miłosz Mielcarek, Konrad Duraj, Krzysztof Stereńczak
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Remote Sensing
Subjects:
deep neural networks
convolutional neural network
U-Net
ancient field systems
Celtic fields
Polish part of the Białowieża Forest
Online Access:https://www.mdpi.com/2072-4292/14/4/995

Internet

https://www.mdpi.com/2072-4292/14/4/995

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