Convolutional neural network target detection in hyperspectral imaging for maritime surveillance

This work addresses a hyperspectral imaging system for maritime surveillance using unmanned aerial vehicles. The objective was to detect the presence of vessels using purely spatial and spectral hyperspectral information. To accomplish this objective, we implemented a novel 3-D convolutional neural...

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Bibliographic Details
Main Authors: Sara Freitas, Hugo Silva, José Miguel Almeida, Eduardo Silva
Format: Article
Language:English
Published: SAGE Publishing 2019-04-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881419842991