Tridimensional reconstruction of areas and objects of interest from images acquired from aerial drones plays a key role in numerous fields, from the less critical, like urban planning and archeological area survey, to the most critical, like natural disaster monitoring, and search & rescue. Many techniques proposed to deal with this issue require expensive instrumentation or use computationally costly algorithm or need some a priori information that are not always available. Thus, they are not suitable for certain applications or in some specific situations. In order to overcome these limitations, we designed a technique that allows automatically creating 3D models in real-time using only a couple of images of the scene one is interested in, acquired with a cheap compact camera mounted on the drone, without the needing for any additional information. The proposed technique outputs dense true-color 3D models, which give the impression to the user to be physically present within the scene. Tested for monitoring the progress of the works in a construction site, the technique has been capable to create realistic and easy-to-interpret 3D models of areas and objects in less than 1 second and with a sufficient accuracy to permit large-scale surveys.

Utilizzo di Immagini Acquisite da Drone Aereo per la Ricostruzione Tridimensionale Realistica di un'Area di Interesse in Tempo Reale

ZINGONI, ANDREA;DIANI, MARCO;CORSINI, GIOVANNI
2016-01-01

Abstract

Tridimensional reconstruction of areas and objects of interest from images acquired from aerial drones plays a key role in numerous fields, from the less critical, like urban planning and archeological area survey, to the most critical, like natural disaster monitoring, and search & rescue. Many techniques proposed to deal with this issue require expensive instrumentation or use computationally costly algorithm or need some a priori information that are not always available. Thus, they are not suitable for certain applications or in some specific situations. In order to overcome these limitations, we designed a technique that allows automatically creating 3D models in real-time using only a couple of images of the scene one is interested in, acquired with a cheap compact camera mounted on the drone, without the needing for any additional information. The proposed technique outputs dense true-color 3D models, which give the impression to the user to be physically present within the scene. Tested for monitoring the progress of the works in a construction site, the technique has been capable to create realistic and easy-to-interpret 3D models of areas and objects in less than 1 second and with a sufficient accuracy to permit large-scale surveys.
2016
9788894123265
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11568/838685
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