Assessment of Machine Learning Techniques for Oil Rig Classification in C-Band SAR Images

Assessment of Machine Learning Techniques for Oil Rig Classification in C-Band SAR Images

This article aims at performing maritime target classification in SAR images using machine learning (ML) and deep learning (DL) techniques. In particular, the targets of interest are oil platforms and ships located in the Campos Basin, Brazil. Two convolutional neural networks (CNNs), VGG-16 and VGG...

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Bibliographic Details
Main Authors: Fabiano G. da Silva, Lucas P. Ramos, Bruna G. Palm, Renato Machado
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Remote Sensing
Subjects:
classification algorithms
deep learning
machine learning
oil rig classification
SAR
ship classification
Online Access:https://www.mdpi.com/2072-4292/14/13/2966

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https://www.mdpi.com/2072-4292/14/13/2966

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