Smart UAV Monitoring System for Parking Supervision (CROSBI ID 704326)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Jauševac, Goran ; Dobrilović, Dalibor ; Brtka, Vladimir ; Jotanović, Gordana ; Peraković, Dragan ; Stojanov, Željko
engleski
Smart UAV Monitoring System for Parking Supervision
Unmanned Aerial Vehicles (UAVs), or drones, are used in the field of remote collection of images at the time of flight. They can also detect irregularities in vehicle parking and issue fines in case of parking violations. The parking monitoring system uses real-time visual information. In this paper, the proposed solution is for real-time monitoring of areas and detecting irregularities in-vehicle parking using a fleet of drones. In this study, a camera mounted on UAVs applies for taking pictures of public areas at predetermined points. For monitoring of area will be used Observer UAVs while for detection will be used, Inspector UAVs. Visual information collected with UAVs is used to detect irregularities in vehicle parking, while the processing of collected data is performed by an artificial neural network.
Unmanned Aerial Vehicles (UAV) ; Fleet of UAVs ; Surveillance ; Observer UAVs ; Inspector UAVs ; Convolutional neural networks ; Deep learning ; Tensorflow ; Keras
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Podaci o prilogu
240-253.
2021.
objavljeno
10.1007/978-3-030-78459-1_18
Podaci o matičnoj publikaciji
Future Access Enablers for Ubiquitous and Intelligent Infrastructures (FABULOUS 2021)
Peraković, Dragan ; Knapcikova, Lucija
Cham: Springer
978-3-030-78459-1
Podaci o skupu
5th EAI International Conference on Future Access Enablers of Ubiquitous and Intelligent Infrastructures (EAI FABULOUS 2021)
predavanje
06.05.2021-07.05.2021
online
Povezanost rada
Interdisciplinarne tehničke znanosti, Računarstvo, Tehnologija prometa i transport, Temeljne tehničke znanosti