SAR Ship–Iceberg Discrimination in Arctic Conditions Using Deep Learning

Maritime surveillance of the Arctic region is of growing importance as shipping, fishing and tourism are increasing due to the sea ice retreat caused by global warming. Ships that do not identify themselves with a transponder system, so-called dark ships, pose a security risk. They can be detected b...

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Main Authors: Peder Heiselberg, Kristian A. Sørensen, Henning Heiselberg, Ole B. Andersen
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-05-01
Colecção:Remote Sensing
Assuntos:
Synthetic Aperture Radar (SAR)
convolutional neural network (CNN)
deep learning
Automatic Identification System (AIS)
ship detection
ship–iceberg discrimination
Acesso em linha:https://www.mdpi.com/2072-4292/14/9/2236
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