This paper presents a methodology for tracking moving vehicles that integrates Unmanned Aerial Vehicles with videoprocessing techniques. The authors investigated the usefulness of Unmanned Aerial Vehicles to capture reliableindividual vehicle data by using GPS technology as a benchmark. A video processing algorithm is introduced forvehicles trajectory acquisition based on OpenCV libraries. In order to assess the accuracy of the proposed videoprocessing algorithm an instrumented vehicle was equipped with a high precision GPS and video capture experimentswere performed in two case studies. From the field, about 24,000 positioning data were acquired for the analysis. Theresults of these experiments highlight the versatility of the UAV technology combined with video processing techniquein monitoring real traffic data.

Evaluating the accuracy of vehicle tracking data obtained from Unmanned Aerial Vehicles

GUIDO, Giuseppe
;
Gallelli V;Rogano D;Vitale A.;VITALE, Alessandro
2016-01-01

Abstract

This paper presents a methodology for tracking moving vehicles that integrates Unmanned Aerial Vehicles with videoprocessing techniques. The authors investigated the usefulness of Unmanned Aerial Vehicles to capture reliableindividual vehicle data by using GPS technology as a benchmark. A video processing algorithm is introduced forvehicles trajectory acquisition based on OpenCV libraries. In order to assess the accuracy of the proposed videoprocessing algorithm an instrumented vehicle was equipped with a high precision GPS and video capture experimentswere performed in two case studies. From the field, about 24,000 positioning data were acquired for the analysis. Theresults of these experiments highlight the versatility of the UAV technology combined with video processing techniquein monitoring real traffic data.
2016
UAV GPS Vehicle Tracking
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11770/132966
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 77
  • ???jsp.display-item.citation.isi??? ND
social impact