Stefania Zourlidou

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

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 IdentificationGeo-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 ApproachISPRS 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 TrajectoriesKN - 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 ReviewISPRS 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 ApproachAGILE: 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 regulators22nd Conference on Geo-information Science, 17-20 June, Limassol, Cyprus
  • M. Sester, U. Feuerhake, C. Kuntzsch and S. Zourlidou (2015): Interpretation of Moving Point TrajectoriesPhotogrammetric Week 15, Stuttgart, Germany
  • S. Zourlidou and M. Sester (2015): Towards regulation-aware navigation: a behavior-based mapping approach18th 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 variations3rd 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 system4th 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 DataGIScience 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 CLUSTERSISPRS - 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 DataMünchen 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 intersections22nd Conference on Geo-information Science, 17-20 June, Limassol, Cyprus [poster]
  • S. Zourlidou and M. Sester (2015): Road regulation sensing with in-vehicle sensorsProceedings of the 3rd AGILE Phd School, Champs sur Marne, France
  • F. Perez-Cruz and S. Zourlidou and Z. Ghahramani (2005): Dirichlet prior for Bayesian GARCHWorkshop 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