Where’s the Rock: Using Convolutional Neural Networks to Improve Land Cover Classification

While machine learning techniques have been increasingly applied to land cover classification problems, these techniques have not focused on separating exposed bare rock from soil covered areas. Therefore, we built a convolutional neural network (CNN) to differentiate exposed bare rock (<i>roc...

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Bibliographic Details
Main Authors: Helen Petliak, Corina Cerovski-Darriau, Vadim Zaliva, Jonathan Stock
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/11/19/2211