Ship Detection in Sentinel 2 Multi-Spectral Images with Self-Supervised Learning

Automatic ship detection provides an essential function towards maritime domain awareness for security or economic monitoring purposes. This work presents an approach for training a deep learning ship detector in Sentinel-2 multi-spectral images with few labeled examples. We design a network archite...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Alina Ciocarlan, Andrei Stoian
Format:	Article
Language:	English
Published:	MDPI AG 2021-10-01
Subjects:	ship detection self-supervised learning transfer learning Sentinel 2 dataset
Online Access:	https://www.mdpi.com/2072-4292/13/21/4255