DocumentCode
3150823
Title
Stereovision for obstacle detection on smart mobile devices: First results
Author
Oniga, Florin ; Trif, Alexandra ; Nedevschi, Sergiu
Author_Institution
Comput. Sci. Dept., Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania
fYear
2013
fDate
6-9 Oct. 2013
Firstpage
342
Lastpage
347
Abstract
Recent market deployment of smart mobile devices which feature synchronous stereo image acquisition has raised the question whether such devices can be used for real-time 3D environment reconstruction by stereovision. In this paper, we propose a stereovision approach that can run in real-time on smart mobile devices, and we evaluate its potential for developing driving assistance functions. The stereo approach is a sparse approach: edges are detected in the left image, correspondent right image points are determined using area-based matching, and each left-right pair of points is mapped in 3D by triangulation. Our experiments have proved that despite the limitations imposed by the mobile device, both reconstruction accuracy at short-medium distances and real-time processing can be achieved. Thus, developing driving assistance functions with such devices is possible for low vehicle speeds / short range scenarios, which often occur in urban environments.
Keywords
driver information systems; image matching; image reconstruction; mobile computing; object detection; real-time systems; road vehicles; smart phones; stereo image processing; area-based matching; driving assistance functions; edge detection; obstacle detection; real-time 3D environment reconstruction; real-time processing; reconstruction accuracy; short-medium distances; smart mobile devices; stereovision; synchronous stereo image acquisition; triangulation; vehicle speeds; Accuracy; Cameras; Image edge detection; Image reconstruction; Interpolation; Mobile handsets; Three-dimensional displays;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
Conference_Location
The Hague
Type
conf
DOI
10.1109/ITSC.2013.6728255
Filename
6728255
Link To Document