Evaluation of Machine Learning Algorithms for Object-Based Mapping of Landslide Zones Using UAV Data

Evaluation of Machine Learning Algorithms for Object-Based Mapping of Landslide Zones Using UAV Data

Landslides are a critical geological phenomenon with devastating and catastrophic consequences. With the recent advancements in the geoinformation domain, landslide documentation and inventorization can be achieved with automated workflows using aerial platforms such as unmanned aerial vehicles (UAV...

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Bibliographic Details
Main Authors: Efstratios Karantanellis, Vassilis Marinos, Emmanuel Vassilakis, Daniel Hölbling
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Geosciences
Subjects:
object-based image analysis
landslide
UAV
machine learning
segmentation
classification
Online Access:https://www.mdpi.com/2076-3263/11/8/305

Internet

https://www.mdpi.com/2076-3263/11/8/305

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