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Geolocation and Counting of People with Aerial Thermal Imaging for Rescue Purposes

  • Córdova C. Andrea
  • Jiménez Q. Byron
  • Pardo I. Jorge
  • Toalombo CH. Inti
  • Wilbert G. Aguilar
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10850)

Abstract

Thermography has become more frequently used in rescue operations when used together with flight technologies such as unmanned aerial vehicles (UAVs). This is due to its non-invasive and powerful supervision characteristics in the spectrum range not perceivable for the human eye or for a standard camera. This paper presents a developed system based on the synergy of a UAV and a counting and geolocation algorithm that detects people with aerial shots in areas of difficult access. The system integrates a thermal camera to a UAV, thus being useful in different scenarios such as floods, fires or wooded areas. For this purpose, the UAV navigation paths are configured from an earth station using a telemetry-specific software. Thermal images will be recorded during the mission at a height determined by the operator, which will later be processed to filter, discriminate, count and geolocalize people at risk. The processing of the images is done by means of artificial vision tools combined with Artificial Neural Networks (ANN).

Keywords

Geolocation ANN Telemetry Thermography UAVs 

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Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  • Córdova C. Andrea
    • 1
    • 5
  • Jiménez Q. Byron
    • 1
  • Pardo I. Jorge
    • 2
    • 4
  • Toalombo CH. Inti
    • 1
  • Wilbert G. Aguilar
    • 3
    • 6
  1. 1.DEMUniversidad de las Fuerzas Armadas ESPELatacungaEcuador
  2. 2.UGTUniversidad de las Fuerzas Armadas ESPELatacungaEcuador
  3. 3.CICTE Research CenterUniversidad de las Fuerzas Armadas ESPESangolquíEcuador
  4. 4.Facultad de IngenieríaPontificia Universidad Católica del EcuadorQuitoEcuador
  5. 5.Aerospace Engineering DepartmentThe Pennsylvania State UniversityState CollegeUSA
  6. 6.GREC Research GroupUniversitat Politècnica de CatalunyaBarcelonaSpain

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