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Exploring Convolutional Neural Networks for the Thermal Image Classification of Volcanic Activity

This paper addresses the classification of images depicting the eruptive activity of Mount Etna, captured by a network of ground-based thermal cameras. The proposed approach utilizes Convolutional Neural Networks (CNNs), focusing on pretrained models. Eight popular pretrained neural networks underwe...

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Principais autores: Giuseppe Nunnari, Sonia Calvari
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-04-01
Serier:Geomatics
Fag:
CNN
classification
transfer learning
monitoring
images
volcanic areas
Online adgang:https://www.mdpi.com/2673-7418/4/2/7
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