Over mij
Ik ben een onderzoeker en MSCA postdoctoraal medewerker aan de ITC Faculty Geo-Information Science and Earth Observation van de Universiteit Twente in Nederland. Ik heb mijn M.Sc.-graad behaald in Internet Technologies and Information Systems aan de TU Braunschweig, de Leibniz Universiteit Hannover, de TU Clausthal en de Universiteit Göttingen in Duitsland in 2017, en mijn Ph.D. aan de Faculty of Civil Engineering and Geodetic Science van de Leibniz Universiteit Hannover in Duitsland in 2021. Mijn onderzoeksinteresses omvatten diepgaand leren van het modelleren van het gedrag van weggebruikers in intelligente transportsystemen en autonoom rijden, en veiligheidsanalyse tussen voertuigen en kwetsbare weggebruikers.
Verbonden aan
Publicaties
Recent
Liu, H., Li, Y., Zeg, Z.
, Cheng, H., Peng, C., & Wada, T. (2024).
Is Silent External Human–Machine Interface (eHMI) Enough? A Passenger-Centric Study on Effective eHMI for Autonomous Personal Mobility Vehicles in the Field.
International journal of human-computer interaction, 1-15.
https://doi.org/10.1080/10447318.2024.2306426
Liu, M.
, Cheng, H.
, & Yang, M. Y. (2023).
Tracing the Influence of Predecessors on Trajectory Prediction. In
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops (pp. 3253-3263)
https://openaccess.thecvf.com/content/ICCV2023W/ROAD++/papers/Liu_Tracing_the_Influence_of_Predecessors_on_Trajectory_Prediction_ICCVW_2023_paper.pdf
Li, Y.
, Cheng, H., Zeng, Z., Deml, B., & Liu, H. (2023).
An AV-MV negotiation method based on synchronous prompt information on a multi-vehicle bottleneck road.
Transportation Research Interdisciplinary Perspectives,
20, 100845. Article 100845.
https://doi.org/10.1016/j.trip.2023.100845
Zhang, W.
, Cheng, H., Johora, F. T., & Sester, M. (2023).
ForceFormer: Exploring Social Force and Transformer for Pedestrian Trajectory Prediction. In
2023 IEEE Intelligent Vehicles Symposium (IV) IEEE.
Sojahrood, Z. B., Taleai, M.
, & Cheng, H. (2023).
Hybrid POI Group Recommender System based on group type in LBSN.
Expert systems with applications,
219, Article 119681.
https://doi.org/10.1016/j.eswa.2023.119681
Yuan, Y.
, Cheng, H.
, Yang, M. Y., & Sester, M. (2023).
Generating Evidential BEV Maps in Continuous Driving Space.
ISPRS journal of photogrammetry and remote sensing,
204, 27-41.
https://doi.org/10.1016/j.isprsjprs.2023.08.013
Cheng, H., Liu, M., Chen, L., Broszio, H., Sester, M.
, & Yang, M. Y. (2023).
Gatraj: A graph-and attention-based multi-agent trajectory prediction model.
ISPRS journal of photogrammetry and remote sensing,
205, 163-175.
https://doi.org/10.1016/j.isprsjprs.2023.10.001
Zeng, Z., Liu, S.
, Cheng, H., Liu, H., Li, Y., Feng, Y., & Siebert, F. W. (2023).
GaVe: A webcam-based gaze vending interface using one-point calibration.
Journal of Eye Movement Research,
16(1), 1-13.
https://doi.org/10.16910/jemr.16.1.2
Cheng, H., Lei, H., Zourlidou, S., & Sester, M. (2022).
Traffic control recognition with an attention mechanism using speed-profile and satellite imagery data. In S. Zlatanova, G. Sithole, & J. Barton (Eds.),
XXIV ISPRS Congress “Imaging today, foreseeing tomorrow”: Commission IV (B4 ed., Vol. 43, pp. 287-293). (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus.
https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-287-2022
Yuan, Y.
, Cheng, H., & Sester, M. (2022).
Keypoints-based deep feature fusion for cooperative vehicle detection of autonomous driving.
IEEE Robotics and automation letters,
7(2), 3054-3061.
https://doi.org/10.1109/LRA.2022.3143299
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Contactgegevens
Bezoekadres
Universiteit Twente
Faculty of Geo-Information Science and Earth Observation
Langezijds
(gebouwnr. 19), kamer 1328
Hallenweg 8
7522NH Enschede
Postadres
Universiteit Twente
Faculty of Geo-Information Science and Earth Observation
Langezijds
1328
Postbus 217
7500 AE Enschede