2024
DOI: 10.1109/jstars.2024.3368508
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Identification of Ships in Satellite Images

Peder Heiselberg,
Hasse B. Pedersen,
Kristian A. Sørensen
et al.

Abstract: Satellite imagery has become a fundamental part for maritime monitoring and safety. Correctly estimating a ship's identity is a vital tool. We present a method based on facial recognition for identifying ships in satellite images. A large ship dataset is constructed from Sentinel-2 multispectral images and annotated by matching to the Automatic Identification System. Our dataset contains 7.000 unique ships, for which a total of 16.000 images are acquired. The method uses a convolutional neural network to extra… Show more

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Cited by 3 publications
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