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2018 | OriginalPaper | Chapter

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

Authors : Córdova C. Andrea, Jiménez Q. Byron, Pardo I. Jorge, Toalombo CH. Inti, Wilbert G. Aguilar

Published in: Augmented Reality, Virtual Reality, and Computer Graphics

Publisher: Springer International Publishing

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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).

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Literature
1.
go back to reference Portman, J., Lynen, S., Chli, M., Siegwart, R.: People detection and tracking from aerial thermal views. In: IEEE International Conference on Robotics & Automation (ICRA), Hong Kong, China (2014) Portman, J., Lynen, S., Chli, M., Siegwart, R.: People detection and tracking from aerial thermal views. In: IEEE International Conference on Robotics & Automation (ICRA), Hong Kong, China (2014)
2.
go back to reference Leira, F.S., Johansen, T.A., Fossen, T.I.: Automatic detection, classification and tracking of objects in the ocean surface from UAVS using a thermal camera. In: 2015 IEEE Aerospace Conference, Big Sky, MT, USA (2015) Leira, F.S., Johansen, T.A., Fossen, T.I.: Automatic detection, classification and tracking of objects in the ocean surface from UAVS using a thermal camera. In: 2015 IEEE Aerospace Conference, Big Sky, MT, USA (2015)
3.
go back to reference Rudol, P., Doherty, P.: Human body detection and geolocalization from UAV search and rescue missions using color and thermal imagery. In: 2008 IEEE Aerospace Conference, Big Sky, MT, USA (2008) Rudol, P., Doherty, P.: Human body detection and geolocalization from UAV search and rescue missions using color and thermal imagery. In: 2008 IEEE Aerospace Conference, Big Sky, MT, USA (2008)
6.
go back to reference Viola, P., Jones, M.: Rapid object detection using a boosted cascade of simple features. In: Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2001, Kauai, Hi, USA (2003) Viola, P., Jones, M.: Rapid object detection using a boosted cascade of simple features. In: Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2001, Kauai, Hi, USA (2003)
7.
go back to reference Kittler, J., Illingworth, J.: On threshold selection using clustering criteria. IEEE Trans. Syst. Man Cybern. 15(5), 652–655 (1985)CrossRef Kittler, J., Illingworth, J.: On threshold selection using clustering criteria. IEEE Trans. Syst. Man Cybern. 15(5), 652–655 (1985)CrossRef
8.
go back to reference Izurieta, F., Saavedra, C.: Redes Neuronales Artificiales. U. d. C. Departamento de Física, Ed., Concepción (2006) Izurieta, F., Saavedra, C.: Redes Neuronales Artificiales. U. d. C. Departamento de Física, Ed., Concepción (2006)
9.
go back to reference Gibbins, D., Roberts, P., Swierkowski, L.: A video geo-location and image enhancement tool for small unmanned air vehicles (UAVs). In: Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, Melbourne, Vic., Australia (2005) Gibbins, D., Roberts, P., Swierkowski, L.: A video geo-location and image enhancement tool for small unmanned air vehicles (UAVs). In: Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, Melbourne, Vic., Australia (2005)
10.
go back to reference Okello, N., Musicki, D.: Emitter geolocation with two UAVs. In: 2007 Information, Decision and Control, IDC 2007, Adelaide, Qld., Australia (2007) Okello, N., Musicki, D.: Emitter geolocation with two UAVs. In: 2007 Information, Decision and Control, IDC 2007, Adelaide, Qld., Australia (2007)
11.
go back to reference Vladimir, V., Rauf, I.: Knowledge transfer in SVM and neural networks. Ann. Math. Artif. Intell. 81(1–2), 3–19 (2017)MathSciNetMATH Vladimir, V., Rauf, I.: Knowledge transfer in SVM and neural networks. Ann. Math. Artif. Intell. 81(1–2), 3–19 (2017)MathSciNetMATH
Metadata
Title
Geolocation and Counting of People with Aerial Thermal Imaging for Rescue Purposes
Authors
Córdova C. Andrea
Jiménez Q. Byron
Pardo I. Jorge
Toalombo CH. Inti
Wilbert G. Aguilar
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-95270-3_12

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