Lane Detection and Scene Interpretation by Particle Filter in Airport Areas

Claire Meymandi-Nejad, Salwa El Kaddaoui, Michel Devy, Ariane Herbulot

2019

Abstract

Lane detection has been widely studied in the literature. However, it is most of the time applied to the automotive field, either for Advanced Driver-Assistance Systems (ADAS) or autonomous driving. Few works concern aeronautics, i.e. pilot assistance for taxiway navigation in airports. Now aircraft manufacturers are interested by new functionalities proposed to pilots in future cockpits, or even for autonomous navigation of aircrafts in airports. In this paper, we propose a scene interpretation module using the detection of lines and beacons from images acquired from the camera mounted in the vertical fin. Lane detection is based on particle filtering and polygonal approximation, performed on a top view computed from a transformation of the original image. For now, this algorithm is tested on simulated images created by a product of the OKTAL-SE company.

Paper Citation

in Harvard Style

Meymandi-Nejad C., El Kaddaoui S., Devy M. and Herbulot A. (2019). Lane Detection and Scene Interpretation by Particle Filter in Airport Areas. In Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - Volume 5: VISAPP; ISBN 978-989-758-354-4, SciTePress, pages 517-524. DOI: 10.5220/0007406105170524

in Bibtex Style

@conference{visapp19,
author={Claire Meymandi-Nejad and Salwa El Kaddaoui and Michel Devy and Ariane Herbulot},
title={Lane Detection and Scene Interpretation by Particle Filter in Airport Areas},
booktitle={Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - Volume 5: VISAPP},
year={2019},
pages={517-524},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007406105170524},
isbn={978-989-758-354-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - Volume 5: VISAPP
TI - Lane Detection and Scene Interpretation by Particle Filter in Airport Areas
SN - 978-989-758-354-4
AU - Meymandi-Nejad C.
AU - El Kaddaoui S.
AU - Devy M.
AU - Herbulot A.
PY - 2019
SP - 517
EP - 524
DO - 10.5220/0007406105170524
PB - SciTePress