Stefania Zourlidou – Institute of Cartography and Geoinformatics

Stefania Zourlidou forschte im Bereich der automatischen Analyse von Fahrzeugtrajektorien mit dem Ziel der Identifikation von Verkehrsregeln an Kreuzungen. Diese Informationen über Stop, Vorfahrt, Ampel und Rechts-vor-Links sind in heutigen Karten kaum hinterlegt. In ihrer Forschung konnte sie diese Informationen aus dem Bewegungsverhalten der Fahrzeuge automatisch mittels Maschineller Lernverfahren ableiten.

Publikationen

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Begutachtete Zeitschriftenartikel und Buchkapitel

Cheng, H., Lei, H., Zourlidou, S., Sester, M. (2022): Traffic Control Recognition with an Attention Mechanism Using Speed-Profile and Satellite Imagery data., The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B4-2022, pp. 287–293
Zourlidou, S., Sester, M., Hu, S. (2022): Recognition of Intersection Traffic Regulations From Crowdsourced Data., Preprints 2022, 2022070012 (accepted for publication in ISPRS IJGIS)
C. Wang, S. Zourlidou, J. Golze and M. Sester (2021): Trajectory Analysis at Intersections for Traffic Rule Identification, Geo-spatial Information Science, 24(1), 75-84.
DOI: https://doi.org/10.1080/10095020.2020.1843374
Hao Cheng, Stefania Zourlidou, Monika Sester (2020): Traffic Control Recognition with Speed-Profiles: A Deep Learning Approach, ISPRS International Journal of Geo-Information
DOI: https://doi.org/10.3390/ijgi9110652
J. Golze, S. Zourlidou and M. Sester (2020): Traffic Regulator Detection using GPS Trajectories, KN - Journal of Cartography and Geographic Information, 16(1):321.
DOI: https://doi.org/10.1007/s42489-020-00048-x
Zourlidou, S., & Sester, M. (2019): Traffic Regulator Detection and Identification from Crowdsourced Data—A Systematic Literature Review, ISPRS International Journal of Geo-Information, 8(11), 491.
DOI: 10.3390/ijgi8110491

Begutachtete Konferenzbeiträge

S. Zourlidou, J. Golze and M. Sester (2022): Traffic Regulation Recognition using Crowd-Sensed GPS and Map Data: a Hybrid Approach, AGILE: GIScience Series
DOI: 10.5194/agile-giss-3-22-2022
S. Zourlidou, C. Fischer and M. Sester (2019): Classification of street junctions according to traffic regulators, 22nd Conference on Geo-information Science, 17-20 June, Limassol, Cyprus
M. Sester, U. Feuerhake, C. Kuntzsch and S. Zourlidou (2015): Interpretation of Moving Point Trajectories, Photogrammetric Week 15, Stuttgart, Germany
S. Zourlidou and M. Sester (2015): Towards regulation-aware navigation: a behavior-based mapping approach, 18th AGILE Conference on Geographic Information Science
S.Zourlidou and G. Stylios and G. Giakas (2005): Processing gait analysis data: A software system for estimating muscle variations, 3rd European medical and biological engineering and IFMBE conference (EMBEC’05)
S.Zourlidou and G. Stylios and G. Giakas (2004): A software system for the estimation of the quadricepts variations using a gait analyis system, 4th European Symposium in Biomedical Engineering

Konferenzbeiträge

C. Kuntzsch and S.Zourlidou and U. Feuerhake (2016): Learning the Traffic Regulation Context of Intersections from Speed Profile Data, GIScience 2016 Workshop on Analysis of Movement Data (AMD'16), Montreal, Canada, 27 Sept
Zourlidou, S. and Sester, M. (2016): INTERSECTION DETECTION BASED ON QUALITATIVE SPATIAL REASONING ON STOPPING POINT CLUSTERS, ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XLI-B2, pp. 269-276
DOI: 10.5194/isprs-archives-XLI-B2-269-2016

Monographien

Stefania Zourlidou (2023): Traffic Regulation Recognition from GPS Data, München 2023, ISBN 978-3-7696-5310-6, 194 S. (identisch mit / identical with: Wissenschaftliche Arbeiten der Fachrichtung Geodäsie und Geoinformatik der Leibniz Universität Hannover, ISSN 0174-1454, Nr. 384, Hannover 2023) | File |
ISBN: 978-3-7696-5310-6

sonstige Beiträge

S. Zourlidou, M. Udahl and M. Sester (2019): A spatiotemporal approach for detecting street intersections, 22nd Conference on Geo-information Science, 17-20 June, Limassol, Cyprus [poster]
S. Zourlidou and M. Sester (2015): Road regulation sensing with in-vehicle sensors, Proceedings of the 3rd AGILE Phd School, Champs sur Marne, France
F. Perez-Cruz and S. Zourlidou and Z. Ghahramani (2005): Dirichlet prior for Bayesian GARCH, Workshop on Machine Learning in Finance at NIPS'05

Software und Daten

Zourlidou, S., Golze, J. and Sester, M. (2022): Dataset: Traffic Regulator Ground-truth Information of the City of Hannover, Germany.
DOI: https://doi.org/10.25835/cqg0x1el
Zourlidou, S., Golze, J. and Sester, M. (2022): Dataset: GPS Trajectory Dataset of the Region of Hannover, Germany.
DOI: https://doi.org/10.25835/9bidqxvl
Zourlidou, S., Golze, J. and Sester, M. (2022): Dataset: Traffic Regulator Ground-truth Information for the Chicago Trajectory Dataset.
DOI: https://doi.org/10.25835/0vifyzqi
Zourlidou, S., Golze, J. and Sester, M. (2022): Dataset: GPS Trajectory Dataset and Traffic Regulation Information of the Region of Edessa, Greece.
DOI: https://doi.org/10.25835/v0mzwob3
Zourlidou, S., Golze, J. and Sester, M. (2020): Dataset: Speed profiles and GPS Trajectories for Traffic Rule Recognition (6 Junctions, Hannover, Germany).
DOI: https://doi.org/10.25835/0043786