I'm a geodesist with an MSc degree from the Delft University of Technology and a PhD degree from the University of Bonn, Germany. I'm professor in Geo-information Extraction with Sensor Systems at the Faculty of Geo-Information Science and Earth Observation (ITC) of the University of Twente, the Netherlands. I am also head of the Department of Earth Observation Science and mentor for the Algorithms and Software AI specialisation of the Robotics Master's programme. My research fields are photogrammetry and laser scanning (lidar). This includes the extraction of spatial and semantic information from images and point clouds, nowadays often based on deep learning.
Engineering & Materials Science
# Antennas # Lasers # Scanning # Semantics # Unmanned Aerial Vehicles (Uav)
Earth & Environmental Sciences
# Detection # Laser
Physics & Astronomy
Netherlands Center of Geodesy and Geoinformatics
Treasurer of the Netherlands Center of Geodesy and Geoinformatics
Editor-in-Chief ISPRS Open Journal of Photogrammetry and Remote Sensing
For more information on my research, please check the links below the recent publications.
Wei, Y. , Vosselman, G. , & Yang, M. Y. (2023). BuilDiff: 3D Building Shape Generation using Single-Image Conditional Point Cloud Diffusion Models. In IEEE/CVF International Conference on Computer Vision (ICCV) Workshops (pp. 2910-2919). IEEE.
Maiti, A. , Elberink, S. O. , & Vosselman, G. (2023). TransFusion: Multi-modal Fusion Network for Semantic Segmentation. In Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023 (pp. 6537-6547). (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; Vol. 2023-June). IEEE. https://doi.org/10.1109/CVPRW59228.2023.00695
Tilon, S. M. (2023). A Routine and Post-disaster Road Corridor Monitoring Framework for the Increased Resilience of Road Infrastructures. [PhD Thesis - Research UT, graduation UT, University of Twente, Faculty of Geo-Information Science and Earth Observation]. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). https://doi.org/10.3990/1.9789036557115
Zhang, N. , Nex, F. C. , Vosselman, G. , & Kerle, N. (2023). Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation. In CVPR 2023 (pp. 18537-18546) https://openaccess.thecvf.com/content/CVPR2023/html/Zhang_Lite-Mono_A_Lightweight_CNN_and_Transformer_Architecture_for_Self-Supervised_Monocular_CVPR_2023_paper.html
Wei, Y. , Vosselman, G. , & Yang, M. (2022). Flow-based GAN for 3D Point Cloud Generation from a Single Image. In 33rd British Machine Vision Conference 2022: London, UK, November 21-24, 2022 BMVA Press. https://bmvc2022.mpi-inf.mpg.de/569/
Lin, Y. (2022). Deep learning for semantic segmentation of airborne laser scanning point clouds. [PhD Thesis - Research UT, graduation UT, Faculty of Geo-Information Science and Earth Observation, University of Twente]. University of Twente. https://doi.org/10.3990/1.9789036554107
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Courses Academic Year 2023/2024
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.