Testing a New Ensemble Vegetation Classification Method Based on Deep Learning and Machine Learning Methods Using Aerial Photogrammetric Images

Testing a New Ensemble Vegetation Classification Method Based on Deep Learning and Machine Learning Methods Using Aerial Photogrammetric Images

The objective of this research is to report results from a new ensemble method for vegetation classification that uses deep learning (DL) and machine learning (ML) techniques. Deep learning and machine learning architectures have recently been used in methods for vegetation classification, proving t...

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Bibliographic Details
Main Authors: Siniša Drobnjak, Marko Stojanović, Dejan Djordjević, Saša Bakrač, Jasmina Jovanović, Aleksandar Djordjević
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Environmental Science
Subjects:
ensemble method
machine learning
deep learning
vegetation classification
satellite and aerial images
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2022.896158/full

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