What is it about?
It is important for maritime authorities to effectively classify and identify unknown types of ships in historical trajectory data. This paper uses a logistic regression model to construct a ship classifier by utilising the features extracted from ship trajectories.
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Why is it important?
This paper defines the features of the ship trajectory and applies machine learning algorithms in the research of ship classification, and achieved good results, which provides a new idea for the study of ship classification
Perspectives
The results of this paper can be applied in the actual classification of the ship system after the expansion.
Kai Sheng
Naval University of Engineering
Read the Original
This page is a summary of: Research on Ship Classification Based on Trajectory Features, Journal of Navigation, August 2017, Cambridge University Press,
DOI: 10.1017/s0373463317000546.
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