A Hybrid Model and Data-Driven Vision-Based Framework for the Detection, Tracking and Surveillance of Dynamic Coastlines Using a Multirotor UAV

A hybrid model-based and data-driven framework is proposed in this paper for autonomous coastline surveillance using an unmanned aerial vehicle. The proposed approach comprises three individual neural network-assisted modules that work together to estimate the state of the target (i.e., shoreline) t...

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Bibliographic Details
Main Authors: Sotirios N. Aspragkathos, George C. Karras, Kostas J. Kyriakopoulos
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Drones
Subjects:
Online Access:https://www.mdpi.com/2504-446X/6/6/146