Discriminating Similar Naval Vessels Using YOLOv8 Deep Neural Network

Discriminating Similar Naval Vessels Using YOLOv8 Deep Neural Network

The next generation of United States Navy uncrewed aerial systems (UASs) is expected to operate in global positioning system and radio frequency-denied maritime environments. In these challenging conditions, these UASs must accurately identify specific surface vessels among multiple similar vessels...

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Bibliographic Details
Main Authors: Sean McCormick, Adrien Richez, Violet Mwaffo, Donald H. Costello
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Deep neural networks (DNN)
military operations
GPS/RF-denied environments
maritime operations
surface vessel identification
uncrewed aerial systems (UASs)
Online Access:https://ieeexplore.ieee.org/document/10720770/
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https://ieeexplore.ieee.org/document/10720770/

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