(2020):
Traffic Control Recognition with Speed-Profiles: A Deep Learning Approach,
ISPRS International Journal of Geo-Information
DOI: https://doi.org/10.3390/ijgi9110652
DOI: https://doi.org/10.3390/ijgi9110652
Reviewed Journal Articles and Book Chapters
(2020):
Exploring Dynamic Context for Multi-path Trajectory Prediction,
Accepted for publication in ICRA 2021
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arXiv: arXiv:2010.16267v3
arXiv: arXiv:2010.16267v3
Reviewed Conference Papers
(2020):
MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic,
2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)
More info
DOI: 10.1109/ITSC45102.2020.9294296
arXiv: 2002.05966
DOI: 10.1109/ITSC45102.2020.9294296
arXiv: 2002.05966
Reviewed Conference Papers
(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
DOI: https://doi.org/10.1007/s42489-020-00048-x
Reviewed Journal Articles and Book Chapters
(2020):
An Agent-Based Model for Trajectory Modelling in Shared Spaces: A Combination of Expert-Based and Deep Learning Approaches,
Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems
More info
Reviewed Conference Papers
(2020):
Detection of Terrain Structures in Airborne Laser Scanning Data using Deep Learning,
ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences, 5(2).
DOI: 10.5194/isprs-annals-V-2-2020-493-2020
DOI: 10.5194/isprs-annals-V-2-2020-493-2020
Reviewed Conference Papers
(2020):
Learning the 3D Pose of Vehicles from 2D Vehicle Patches,
The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 43, 683-688.
DOI: 10.5194/isprs-archives-XLIII-B2-2020-683-2020
DOI: 10.5194/isprs-archives-XLIII-B2-2020-683-2020
Conference Papers
(2020):
Development of an Agent-Based Transport Model for the City of Hanover Using Empirical Mobility Data and Data Fusion,
Transportation Research Procedia, Volume 47, 2020, Pages 99-106
DOI: https://doi.org/10.1016/j.trpro.2020.03.073
ISSN: 2352-1465
DOI: https://doi.org/10.1016/j.trpro.2020.03.073
ISSN: 2352-1465
Reviewed Conference Papers
(2020):
Feature-extraction from all-scale Neighborhoods with Applications to Semantic Segmentation fo Point Clouds,
The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 43, 263-270.
DOI: 10.5194/isprs-archives-XLIII-B2-2020-263-2020
DOI: 10.5194/isprs-archives-XLIII-B2-2020-263-2020
Conference Papers
(2020):
Statistical monitoring of European cross-border physical electricity flows using novel temporal edge network processes.
DOI: doi.org/10.48550/arXiv.2312.16357
arXiv: 2312.16357
DOI: doi.org/10.48550/arXiv.2312.16357
arXiv: 2312.16357
Reviewed Journal Articles and Book Chapters
(2020):
TA-Dash: An Interactive Dashboard for Spatial-Temporal Traffic Analytics,
In Proceedings of the 28th International Conference on Advances in Geographic Information Systems (SIGSPATIAL '20). Association for Computing Machinery, New York, NY, USA, 409–412.
DOI: https://doi.org/10.1145/3397536.3422344
DOI: https://doi.org/10.1145/3397536.3422344
Reviewed Conference Papers
(2020):
Ride Vibrations: Towards Comfort-Based Bicycle Navigation,
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2020, 367–373
DOI: https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-367-2020
DOI: https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-367-2020
Reviewed Conference Papers
(2020):
Parallelized Monitoring of Dependent Spatiotemporal Processes,
Frontiers of Statistical Quality Control 13.
More info
Reviewed Journal Articles and Book Chapters
(2020):
Conditional Adversarial Networks for Multimodal Photo-Realistic Point Cloud Rendering,
PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science
DOI: 10.1007/s41064-020-00114-z
DOI: 10.1007/s41064-020-00114-z
Reviewed Journal Articles and Book Chapters
(2020):
Improving Deep Learning based Semantic Segmentation with Multi View Outlier Correction,
The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 43, 711-716.
DOI: 10.5194/isprs-archives-XLIII-B2-2020-711-2020
DOI: 10.5194/isprs-archives-XLIII-B2-2020-711-2020
Conference Papers
(2020):
Spatiotemporal procedures for the statistical surveillance of spatial autoregressive models with heavy tails,
Communications in Statistics - Simulation and Computation (online first)
DOI: 10.1080/03610918.2020.1779294
DOI: 10.1080/03610918.2020.1779294
Reviewed Journal Articles and Book Chapters
(2020):
Creating multi-temporal Maps of Urban Environments for improved Localization of Autonomous Vehicles,
The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 43, 317-323.
DOI: 10.5194/isprs-archives-XLIII-B2-2020-317-2020
DOI: 10.5194/isprs-archives-XLIII-B2-2020-317-2020
Conference Papers
(2020):
Analysis of mobility data–A focus on Mobile Mapping Systems,
Geo-spatial Information Science, 23(1), 68-74.
Reviewed Journal Articles and Book Chapters
(2020):
Cartographic generalization,
Journal of Spatial Information Science, 2020(21), 5-11.
Reviewed Journal Articles and Book Chapters
(2020):
Impact-based early warning for pluvial floods,
EGU General Assembly Conference Abstracts (p. 10507)
Other Contributions