Exploring the capabilities of deep learning in seasurveillance : Using deep learning to classify motion trajectories from AIS data

In this master thesis deep learning is proven to be applicable in the field of seasurveillance. Commercial ships using the AIS system have to report the type of thevessel such as fishing ship or cargo ship. A problem with AIS data is that it can beeasily manipulated and therefore deliberately or acc...

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Bibliographic Details
Main Author: Ljunggren, Henrik
Format: Others
Language:English
Published: KTH, Mekatronik 2017
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-217526