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@INPROCEEDINGS{Boltes:888120,
author = {Boltes, Maik and Pick, Jana and Klein, Janine},
title = {{S}moothing {T}rajectories of {P}eople's {H}eads},
volume = {252},
address = {Cham},
publisher = {Springer International Publishing},
reportid = {FZJ-2020-04694},
series = {Springer Proceedings in Physics},
pages = {21-29},
year = {2020},
abstract = {This paper compares three methods for smoothing
trajectories from controlled experiments to determine the
main movement direction: central moving average, spline
interpolation of inflection points, and moving convex hull.
The often-used method of averaging needs an adaptation due
to the velocity but nevertheless is less accurate than the
others. The spline method gives best results for high to
moderate velocities. The newly introduced method using
convex hulls is very robust and offers especially for low
velocities good results. Smoothing has a large influence on
the calculation of pedestrians' velocity and thus on the
course of the fundamental diagram.},
month = {Jul},
date = {2019-07-02},
organization = {Traffic and Granular Flow 2019,
Pamplona (Spain), 2 Jul 2019 - 5 Jul
2019},
cin = {IAS-7},
cid = {I:(DE-Juel1)IAS-7-20180321},
pnm = {511 - Computational Science and Mathematical Methods
(POF3-511)},
pid = {G:(DE-HGF)POF3-511},
typ = {PUB:(DE-HGF)8 / PUB:(DE-HGF)7},
doi = {10.1007/978-3-030-55973-1_3},
url = {https://juser.fz-juelich.de/record/888120},
}