Teaching (summer)

• Geoinformatik 4
• Geodateninfrastruktur
• Open Source GIS
• Interdisciplinary Project (Big Data Analytics)

Teaching (winter)

• Geodatenverwaltung
• Engineering Mathematics

Vita

• since 03/2023:
  Professor for Computational Methods at the HafenCity University Hamburg
• 09/2016 to 02/2023:
  Postdoctoral researcher in the geoinformation group at Institute of Geodesy and Geoinformation at University of Bonn
• 08/2008 to 09/2016:
  Scientific research assistant in the geoinformation group at Institute of Geodesy and Geoinformation at University of Bonn
• 10/2003 bis 05/2008:
  Study of Computer Science and communication resaearch at the university of Bonn

Awards

• 2023: "Best Paper Award in the Digital Construction: BIM Application Workshop, Geospatial Week, Cairo, Egypt"  
• 2021: "Best Reviewer Award of the ISPRS Congress, Nice, France"
• 2019: "Best Paper Award at the 14th 3D GeoInfo Conference, Singapore"
• 2019: "Best Paper Award at the 4th International Conference on Smart Data and Smart Cities, Kuala Lumpur, Malaysia"
• 2018: "Best Paper Award at the 3rd International Conference on Smart Data and Smart Cities, Delft, Netherlands"

Committee work

Advisor of the International Society of Photogrammetry and Remote Sensing working group IV/9 (ISPRS WG IV/9)
"Spatially Enabled Urban and Regional Digital Twins" www2.isprs.org/commissions/comm4/wg9/

2023

W. Li, J.-H. Haunert, J. Knechtel, J. Zhu, Q. Zhu, and Y. Dehbi. Social Media Insights on Public Perception and Sentiment During and After Disasters: The European Floods in 2021 as a Case Study. Transactions in GIS, 27(6):1766-1793, 2023.

J. Knechtel, W. Li, Y. Orgeig, J.-H. Haunert and Y. Dehbi. Immersive virtual reality to verify the as-built state of electric line networks in buildings. Accepted for the publication in Springer's Lecture Notes in Geoinformation and Cartography (LNG&C) series, 3DGeoinfo Conference, Munich, 2023.

J. Knechtel, J. Behmann, J.-H. Haunert and Y. Dehbi. Suitability Assessment of Different Sensors to Detect Hidden Installations for As-built BIM. Accepted for the publication in the ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, ISPRS Geospatial Week, Cairo, 2023.

W. Li, N. Treff, F. Amann, J. Lehmen, Y. Dehbi and J.-H. Haunert. An Iinteractive evacuation tool to improve the public flood preception. Accepted for the publication in the International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, ISPRS Geospatial Week, Cairo, 2023.

L. Arzoumanidis, J. Knechtel, J.-H. Haunert and Y. Dehbi. Self-Constructing Graph Convolutional Networks for Semantic Segmentation of Historical Maps. Accepted for the publication in the abstracts of the ICA. International Cartographic Conference, Cape Town, 2023.

W. Li, Y. Guo, J.-H. Haunert, Y. Dehbi. Integrating cellular automata model into 3D representation for enhancing flood risk communication. Accepted for the publication in the abstracts of the ICA. International Cartographic Conference, Cape Town, 2023.

2022

Y. Dehbi, J. Knechtel, B. Niedermann, and J.-H. Haunert. Incremental constraint-based reasoning for estimating as-built electric line routing in buildings. Automation in Construction, 143:104571, 2022.

L. Weilian, Z. Jun, J.-H. Haunert, F. Lin, Z. Qing, and Y. Dehbi. Three-dimensional virtual representation for the whole process of dam-break floods from a geospatial storytelling perspective. International Journal of Digital Earth, 15:1637-1656, 2022.

P. Rottmann, J.-H. Haunert, and Y. Dehbi. Automatic building footprint extraction from 3d laserscans. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-4/W2-2022:233-240, 2022.

Victor Korir, Axel Forsch, Youness Dehbi, and Jan-Henrik Haunert. Visualizing the modal split in public transportation networks. Abstracts of the ICA, 5:89, sep 2022.

J. Knechtel, L. Klingbeil, J.-H. Haunert, and Y. Dehbi. Optimal position and path planning for stop-and-go laserscanning for the acquisition of 3d building models. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-4-2022:129-136, 2022.

W. Li, J. Zhu, S. Pirasteh, Q. Zhu, L. Fu, J. Wu, Y. Hu, and Y. Dehbi. Investigations of disaster information representation from a geospatial perspective: progress, challenges and recommendations. Transactions in GIS, 26(3):1376-1398, 2022.

Barramou, Fatimazahra, Khalifa Mansouri, and Youness Dehbi, eds. Geospatial Intelligence: Applications and Future Trends. Springer International Publishing, 2022.

2021

Youness Dehbi, Johannes Leonhardt, Johannes Oehrlein, and Jan-Henrik Haunert. Optimal scan planning with enforced network connectivity for the acquisition of three-dimensional indoor models. ISPRS Journal of Photogrammetry and Remote Sensing, 180:103-116, 2021.

L. Lucks, L. Klingbeil, L. Plümer, and Y. Dehbi. Improving trajectory estimation using 3d city models and kinematic point clouds. Transactions in GIS, 25(1):238-260, 2021.

Y. Dehbi, A. Henn, G. Gröger, V. Stroh, and L. Plümer. Robust and fast reconstruction of complex roofs with active sampling from 3d point clouds. Transactions in GIS, 25(1):112-133, 2021.

Y. Dehbi, S. Koppers, and L. Plümer. Looking for a needle in a haystack: probability density based classification and reconstruction of dormers from 3d point clouds. Transactions in GIS, 25(1):44-70, 2021.

Axel Forsch, Youness Dehbi, Benjamin Niedermann, Johannes Oehrlein, Peter Rottmann, and Jan-Henrik Haunert. Multimodal travel-time maps with formally correct and schematic isochrones. Transactions in GIS, 25(6):3233-3256, 2021.

2020

Y. Dehbi, L. Klingbeil, and L. Plümer. Uav mission planning for automatic exploration and semantic mapping. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B1-2020:521-526, 2020

2019

Y. Dehbi, A. Henn, G. Gröger, V. Stroh, and L. Pl\m̈er. Active sampling and model based prediction for fast and robust detection and reconstruction of complex roofs in 3d point clouds. In volume IV-4/W8 of ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. 14th 3D Geoinfo Conference, pages 43-50. 2019.

F. Biljecki, and Y. Dehbi. Raise the roof: towards generating lod2 models without aerial surveys using machine learning. In volume IV-4/W8 of ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. 14th 3D Geoinfo Conference, pages 27-34. 2019.

Y. Dehbi, S. Koppers, and L. Plümer. Probability density based classification and reconstruction of roof structures from 3d point clouds. In volume XLII-4/W16 of ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. 6th International Conference on Geomatics and Geospatial Technology, pages 177-184. 2019.

Y. Dehbi, L. Lucks, J. Behmann, L. klingbeil, and L. Plümer. Improving gps trajectories using 3d city models and kinematic point clouds. In volume IV-4/W9 of ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. 4th International Conference on Smart Data and Smart Cities, pages 35-42. 2019.

2018

J. Oehrlein, A. Förster, D. Schunck, Y. Dehbi, R. Roscher, and J.-H. Haunert. Inferring routing preferences of bicyclists from sparse sets of trajectories. In volume IV-4/W7 of ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. 3rd International Conference on Smart Data and Smart Cities, pages 107-114. 2018.

Y. Dehbi, N. Gojayeva, A. R. Pickert, J.-H. Haunert, and L. Plümer. Room shapes and functional uses predicted from sparse data. In volume IV-4:33-40 of ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. ISPRS Technical Commission IV Symposium. 2018.

2017

Y. Dehbi, J.-H. Haunert, and L. Plümer. Stochastic and geometric reasoning for indoor building models with electric installations - bridging the gap between gis and bim. In volume IV-4/W5 of ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. 12th 3D Geoinfo Conference, pages 33-39. 2017.

Y. Dehbi, S. Loch-Dehbi, and L. Plümer. Parameter estimation and model selection for indoor models based on sparse observations. In volume IV-2/W4 of ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. ISPRS Geospatial Week 2017, pages 303-310. 2017.

Y. Dehbi, F. Hadiji, Gerhard Gröger, Kristian Kersting, and L. Plümer. Statistical relational learning of grammar rules for 3d building reconstruction. Transactions in GIS, 21(1):134-150, 2017.

S. Loch-Dehbi, Y. Dehbi, and L. Plümer. Estimation of 3d indoor models with constraint propagation and stochastic reasoning in the absence of indoor measurements. ISPRS International Journal of Geo-Information, 6(3), 2017.

2016

Y. Dehbi, Gerhard Gröger, and L. Plümer. Identification and modelling of translational and axial symmetries and their hierarchical structures in building footprints by formal grammars. Transactions in GIS, 20(5):645-663, 2016.

Y. Dehbi. Statistical relational learning of semantic models and grammar rules for 3d building reconstruction from 3d point clouds. Universitäts- und Landesbibliothek Bonn. Rheinische Friedrich-Wilhelms-Universität Bonn, Germany, 2016. Dissertation.

Y Dehbi, C Staat, L Mandtler, and L Plümer. Incremental refinement of facade models with attribute grammar from 3d point clouds. In volume III-3 of ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. XXIII ISPRS Congress, pages 311-316. 2016.

S. Loch-Dehbi, Y. Dehbi, G. Gröger, and L. Plümer. Prediction of building floorplans using logical and stochastic reasoning based on sparse observations. In volume IV-2/W1 of ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. 11th 3D Geoinfo Conference, pages 265-270. 2016.

2013

S. Loch-Dehbi, Y. Dehbi, and L. Plümer. Stochastic reasoning for uav supported reconstruction of 3d building models. In volume XL-1/W2 of ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. UAV-g Conference 2013, pages 257-261. 2013.

2011

Y. Dehbi, and L. Plümer. Learning grammar rules of building parts from precise models and noisy observations. ISPRS Journal of Photogrammetry and Remote Sensing, 66(2):166-6176, 2011. Quality, Scale and Analysis Aspects of Urban City Models

2010

Y. Dehbi, Jörg Schmittwilken, and L. Plümer. Learning semantic models and grammar rules of building parts. In Proc. 24th Workshop on Constraint Logic Programming (WLP 2010), pages 45-56. German University in Cairo, 2010.

2009

Y. Dehbi, Jörg Schmittwilken, and L. Plümer. Learning semantic models and grammar rules of building parts. In volume XXXVIII-2/W11 of ISPRS Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Proc. of the ISPRS WG II/2+3+4 and Cost Workshop. Lund, Sweden 2009. 2009.