DocumentCode :
144284
Title :
Car speed estimation method for UAV images
Author :
Moranduzzo, Thomas ; Melgani, Farid
Author_Institution :
Dept. of Inf. Eng. & Comput. Sci., Univ. of Trento, Trento, Italy
fYear :
2014
fDate :
13-18 July 2014
Firstpage :
4942
Lastpage :
4945
Abstract :
Unmanned Aerial Vehicles (UAVs) exhibit an interesting operational flexibility considering that they can be used when and where it is necessary. These cutting-edge acquisition systems are able to fly very close to the ground allowing the acquisition of images in which objects are described by a very high level of detail. In this work, a method to detect moving objects and estimate their speed is presented. The method starts with the registration of two successive images belonging to a sequence acquired by means of a UAV. Then, the method proceeds with the identification of moving objects thanks to an opportune comparison of the couple of images. In the last step, to each moving object a speed estimate is assigned by exploiting the corresponding shift of spatial image coordinates. Experimental results have been conducted on a real UAV sequence of images. They show that the proposed method allows providing interesting estimation performances.
Keywords :
autonomous aerial vehicles; image processing; remote sensing; road vehicles; velocity measurement; UAV images; acquisition systems; car speed estimation method; image acquisition; image couple comparison; spatial image coordinate shift; unmanned aerial vehicles; Estimation; Feature extraction; Object recognition; Roads; Spatial resolution; Vehicles; Car detection; car speed estimation; scale invariant features transform (SIFT); unmanned aerial vehicles (UAV.);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
Type :
conf
DOI :
10.1109/IGARSS.2014.6947604
Filename :
6947604
Link To Document :
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