Automatic Detection and Segmentation of Barchan Dunes on Mars and Earth Using a Convolutional Neural Network

The morphology of isolated barchan dunes on Mars and Earth may shed light on the dynamic conditions that form them, their migration direction and the physical properties of the sediments composing them. Prior to this study, dune fields have been largely analyzed manually from aerial and satellite im...

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Bibliographic Details
Main Authors: Lior Rubanenko, Sebastian Perez-Lopez, Joseph Schull, Mathieu G. A. Lapotre
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9529043/