Expertise
Unmanned Aerial Vehicles (Uav)
Imagery
Learning
Precision Agriculture
Landsat
Semantics
Glacier
Labels
Cordillera
Agriculture
Satellite Imagery
Reflectance
Informal Settlement
Rwanda
Training
Labeling
Learning
Faculty of Geo-Information Science and Earth Observation (ITC), Department of Earth Observation Science (EOS)Publications
Recent
Gevaert, C. M., Persello, C., Nex, F. C., & Vosselman, G. (2017). A Deep Learning Approach to DTM Extraction from Imagery Using Rule-Based Training Labels : powerpoint.. 1s-25s. Annual Symposium of the Netherlands Centre for Geodesy and Geo-Informatics (NCG) 2017, Delft, Netherlands.
Sliuzas, R. V., Kuffer, M., Pfeffer, K., Gevaert, C. M., & Persello, C. (2017). Slum mapping : from space to unmanned aerial vehicle based approaches. In Proceedings of Joint urban remote sensing event (JURSE) 2017, 6-8 March 2017, Dubai, United Arab Emirates (pp. 1-4). Dubai. DOI: 10.1109/JURSE.2017.7924589
Gevaert, C. M., Persello, C., Vosselman, G., & Sliuzas, R. V. (2017). Automatic Building Extraction from UAV data : poster. Poster session presented at Esri Eastern Africa User Conference, Dar Es Salaam, Tanzania, United Republic of.
Gevaert, C. M., Persello, C., Elberink, S. O., Vosselman, G., & Sliuzas, R. (2017). Context-Based Filtering of Noisy Labels for Automatic Basemap Updating From UAV Data. IEEE Journal of selected topics in applied earth observations and remote sensing, 1-11. DOI: 10.1109/JSTARS.2017.2762905
Gevaert, C. M., Persello, C., Sliuzas, R. V., & Vosselman, G. (2017). Informal settlement classification using point-cloud and image-based features from UAV data. ISPRS journal of photogrammetry and remote sensing, 125, 225-236. DOI: 10.1016/j.isprsjprs.2017.01.017
Gevaert, C. M., Persello, C., Oude Elberink, S. J., Vosselman, G., & Sliuzas, R. V. (2017). An automated technique for basemap updating using UAV data. In Proceedings of Joint urban remote sensing event (JURSE) 2017, 6-8 March 2017, Dubai, United Arab Emirates (pp. 1-4). Piscataway: IEEE.
Gevaert, C. M., Persello, C., & Vosselman, G. (2016). Optimizing Multiple Kernel Learning for the classification of UAV data. Remote sensing, 8(12), 1-22. [1025]. DOI: 10.3390/rs8121025
Bergado, J. R., Persello, C., & Gevaert, C. (2016). A deep learning approach to the classification of sub-decimetre resolution aerial images. In Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS) : Advancing the understanding of our living planet, 10-15 July 2016, Beijing, China (pp. 1516-1519). IEEE. DOI: 10.1109/IGARSS.2016.7729387
Gevaert, C. M., Persello, C., Sliuzas, R. V., & Vosselman, G. (2016). Integrating UAV point clouds and imagery : an application for informal settlement mapping : abstract. Abstract from NCG Symposium 2016, Enschede, Netherlands.
Gevaert, C. M., Persello, C., Sliuzas, R. V., & Vosselman, G. (2016). Integration of 2D and 3D features from UAV imagery for informal settlement classification using Multiple Kernel Learning. In Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS) : Advancing the understanding of our living planet, 10-15 July 2016, Beijing, China. Piscataway: IEEE, 2016 (pp. 1508-1511). (IGARSS; No. 2016). Piscataway: IEEE. DOI: 10.1109/IGARSS.2016.7729385
UT Research Information System
Contact Details
Visiting Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
ITC
(building no. 75), room 2-012
Hengelosestraat 99
7514AE Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
ITC
2-012
P.O. Box 217
7500 AE Enschede
The Netherlands