Crowdsourcing Experiment and Fully Convolutional Neural Networks for Coastal Remote Sensing of Seagrass and Macroalgae

Recently, convolutional neural networks and fully convolutional neural networks (FCNs) have been successfully used for monitoring coastal marine ecosystems, in particular vegetation. However, even with recent advances in computational modeling and data acquisition, deep learning models require subst...

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Bibliographic Details

Published in:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors:	Brandon Hobley, Michal Mackiewicz, Julie Bremner, Tony Dolphin, Riccardo Arosio
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Convolutional neural network (CNN) crowdsourcing deep learning (DL) multispectral remote sensing
Online Access:	https://ieeexplore.ieee.org/document/10243090/