Data di Pubblicazione:
2020
Citazione:
Road safety: Road degradation survey through images by UAV / Barrile, V., Bernardo, E., Fotia, A., Candela, G., Bilotta, G.. - In: WSEAS TRANSACTIONS ON ENVIRONMENT AND DEVELOPMENT. - ISSN 1790-5079. - 16:(2020), pp. 649-659. [10.37394/232015.2020.16.67]
Abstract:
Preventive safety analyses can help to indicate the presence of situations on a road track potentially at risk for circulation. The key objective of safety analysis is to provide a greater level of safety for all road users. In this paper the evaluation of the road degradation through image by UAV (Unmanned Aerial Vehicle) is presented. A commercial UAV allowing real-time control of a given area and the detection of begging in the flooring required maintenance was used. Particular attention was given to the post-processing procedure of images by experimenting with the use of different ad hoc algorithms that involve the combination of various methodologies. The first tests to provide a continuous monitoring system on the infrastructure were also developed during the acquisition of the images. The proposed system automatically allows to acquire data through a fleet of drones that rise in flight from wireless charging bases, transmitting the acquired data to a cloud platform where they are processed, and finally updating the GIS (Cadastre Roads).
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
GIS; Image analysis; Image classification; Segmentation; UAV
Elenco autori:
Barrile, V.; Bernardo, E.; Fotia, A.; Candela, G.; Bilotta, G.
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