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A Preliminary Study on the Automatic Visual based Identification of UAV Pilots from Counter UAVs
Cazzato, Dario; Cimarelli, Claudio; Voos, Holger
2020In 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP, Valletta 27-29 February 2020
Peer reviewed
 

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Keywords :
Computer Vision; Unmanned Aerial Vehicles; Pilot indentification
Abstract :
[en] Two typical Unmanned Aerial Vehicles (UAV) countermeasures involve the detection and tracking of the UAV position, as well as of the human pilot; they are of critical importance before taking any countermeasure, and they already obtained strong attention from national security agencies in different countries. Recent advances in computer vision and artificial intelligence are already proposing many visual detection systems from an operating UAV, but they do not focus on the problem of the detection of the pilot of another approaching unauthorized UAV. In this work, a first attempt of proposing a full autonomous pipeline to process images from a flying UAV to detect the pilot of an unauthorized UAV entering a no-fly zone is introduced. A challenging video sequence has been created flying with a UAV in an urban scenario and it has been used for this preliminary evaluation. Experiments show very encouraging results in terms of recognition, and a complete dataset to evaluate artificial intelligence-based solution will be prepared.
Disciplines :
Computer science
Author, co-author :
Cazzato, Dario
Cimarelli, Claudio ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Automation
Voos, Holger  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Automation
External co-authors :
yes
Language :
English
Title :
A Preliminary Study on the Automatic Visual based Identification of UAV Pilots from Counter UAVs
Publication date :
27 February 2020
Event name :
15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP
Event organizer :
INSTICC
Event place :
Valletta, Malta
Event date :
27-02-2020 to 29-02-2020
Audience :
International
Main work title :
15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP, Valletta 27-29 February 2020
ISBN/EAN :
978-989-758-402-2
Pages :
582-589
Peer reviewed :
Peer reviewed
Focus Area :
Security, Reliability and Trust
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