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Pregled bibliografske jedinice broj: 1132647

Smart UAV Monitoring System for Parking Supervision

Jauševac, Goran; Dobrilović, Dalibor; Brtka, Vladimir; Jotanović, Gordana; Peraković, Dragan; Stojanov, Željko
Smart UAV Monitoring System for Parking Supervision // Future Access Enablers for Ubiquitous and Intelligent Infrastructures (FABULOUS 2021) / Peraković, Dragan ; Knapcikova, Lucija (ur.).
Cham: Springer, 2021. str. 240-253 doi:10.1007/978-3-030-78459-1_18 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

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Naslov
Smart UAV Monitoring System for Parking Supervision

Autori
Jauševac, Goran ; Dobrilović, Dalibor ; Brtka, Vladimir ; Jotanović, Gordana ; Peraković, Dragan ; Stojanov, Željko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Future Access Enablers for Ubiquitous and Intelligent Infrastructures (FABULOUS 2021) / Peraković, Dragan ; Knapcikova, Lucija - Cham : Springer, 2021, 240-253

ISBN
978-3-030-78459-1

Skup
5th EAI International Conference on Future Access Enablers of Ubiquitous and Intelligent Infrastructures (EAI FABULOUS 2021)

Mjesto i datum
Zagreb, Hrvatska, 06.06.2021. - 07.06.2021

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Unmanned Aerial Vehicles (UAV) ; Fleet of UAVs ; Surveillance ; Observer UAVs ; Inspector UAVs ; Convolutional neural networks ; Deep learning ; Tensorflow ; Keras

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Tehnologija prometa i transport, Temeljne tehničke znanosti, Interdisciplinarne tehničke znanosti



POVEZANOST RADA

Ustanove:
Fakultet prometnih znanosti, Zagreb

Profili:

Avatar Url Dragan Peraković (autor)

Poveznice na cjeloviti tekst rada:

doi link.springer.com

Citiraj ovu publikaciju:

Jauševac, Goran; Dobrilović, Dalibor; Brtka, Vladimir; Jotanović, Gordana; Peraković, Dragan; Stojanov, Željko
Smart UAV Monitoring System for Parking Supervision // Future Access Enablers for Ubiquitous and Intelligent Infrastructures (FABULOUS 2021) / Peraković, Dragan ; Knapcikova, Lucija (ur.).
Cham: Springer, 2021. str. 240-253 doi:10.1007/978-3-030-78459-1_18 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Jauševac, G., Dobrilović, D., Brtka, V., Jotanović, G., Peraković, D. & Stojanov, Ž. (2021) Smart UAV Monitoring System for Parking Supervision. U: Peraković, D. & Knapcikova, L. (ur.)Future Access Enablers for Ubiquitous and Intelligent Infrastructures (FABULOUS 2021) doi:10.1007/978-3-030-78459-1_18.
@article{article, author = {Jau\v{s}evac, Goran and Dobrilovi\'{c}, Dalibor and Brtka, Vladimir and Jotanovi\'{c}, Gordana and Perakovi\'{c}, Dragan and Stojanov, \v{Z}eljko}, year = {2021}, pages = {240-253}, DOI = {10.1007/978-3-030-78459-1\_18}, keywords = {Unmanned Aerial Vehicles (UAV), Fleet of UAVs, Surveillance, Observer UAVs, Inspector UAVs, Convolutional neural networks, Deep learning, Tensorflow, Keras}, doi = {10.1007/978-3-030-78459-1\_18}, isbn = {978-3-030-78459-1}, title = {Smart UAV Monitoring System for Parking Supervision}, keyword = {Unmanned Aerial Vehicles (UAV), Fleet of UAVs, Surveillance, Observer UAVs, Inspector UAVs, Convolutional neural networks, Deep learning, Tensorflow, Keras}, publisher = {Springer}, publisherplace = {Zagreb, Hrvatska} }
@article{article, author = {Jau\v{s}evac, Goran and Dobrilovi\'{c}, Dalibor and Brtka, Vladimir and Jotanovi\'{c}, Gordana and Perakovi\'{c}, Dragan and Stojanov, \v{Z}eljko}, year = {2021}, pages = {240-253}, DOI = {10.1007/978-3-030-78459-1\_18}, keywords = {Unmanned Aerial Vehicles (UAV), Fleet of UAVs, Surveillance, Observer UAVs, Inspector UAVs, Convolutional neural networks, Deep learning, Tensorflow, Keras}, doi = {10.1007/978-3-030-78459-1\_18}, isbn = {978-3-030-78459-1}, title = {Smart UAV Monitoring System for Parking Supervision}, keyword = {Unmanned Aerial Vehicles (UAV), Fleet of UAVs, Surveillance, Observer UAVs, Inspector UAVs, Convolutional neural networks, Deep learning, Tensorflow, Keras}, publisher = {Springer}, publisherplace = {Zagreb, Hrvatska} }

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  • Scopus

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