LANE DETECTION IN PEDESTRIAN MOTION AND ENTROPY-BASED ORDER INDEX

Olivier Chabiron, Jérôme Fehrenbach, Pierre Degond, Mehdi Moussaïd, Julien Pettré, Samuel Lemercier

2012

Abstract

This paper proposes a distance measurement between pedestrian trajectories. This distance is used in a clustering method aiming to detect lanes of pedestrians in experimental data. The main ingredient is to take full advantage of the time sequence available. A study of the sensitivity of the clustering to the parameters shows it is possible to choose a stable set of parameters. We also define an order index based on the concept of entropy. The potential of this index is illustrated in the case of pedestrian lane detection.

Paper Citation

in Harvard Style

Chabiron O., Fehrenbach J., Degond P., Moussaïd M., Pettré J. and Lemercier S. (2012). LANE DETECTION IN PEDESTRIAN MOTION AND ENTROPY-BASED ORDER INDEX . In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-8425-98-0, pages 192-197. DOI: 10.5220/0003762901920197

in Bibtex Style

@conference{icpram12,
author={Olivier Chabiron and Jérôme Fehrenbach and Pierre Degond and Mehdi Moussaïd and Julien Pettré and Samuel Lemercier},
title={LANE DETECTION IN PEDESTRIAN MOTION AND ENTROPY-BASED ORDER INDEX},
booktitle={Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2012},
pages={192-197},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003762901920197},
isbn={978-989-8425-98-0},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - LANE DETECTION IN PEDESTRIAN MOTION AND ENTROPY-BASED ORDER INDEX
SN - 978-989-8425-98-0
AU - Chabiron O.
AU - Fehrenbach J.
AU - Degond P.
AU - Moussaïd M.
AU - Pettré J.
AU - Lemercier S.
PY - 2012
SP - 192
EP - 197
DO - 10.5220/0003762901920197