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3rd Generation Networks in UAV Vision Systems
Szymon Szczęsny, Damian Huderek
107 - 114
10.3233/NICSP210011
Research Article
NATO Science for Peace and Security Series - D: Information and Communication Security
Volume 59: Modern Technologies Enabling Safe and Secure UAV Operation in Urban Airspace
Abstract

This chapter discusses the concept of using Spiking Neural Networks (SNN), i.e. 3rd generation networks for image processing in UAV vision systems. The discussion concerns the complexity of various network models and basic limitations of hardware implementations of classifiers based on such networks. This chapter provides an example of classifying objects using SNN and discusses the implementation complexity of such networks.

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