Expertise
Earth & Environmental Sciences
# Detection
# Imagery
# Informal Settlement
# Learning
# Remote Sensing
Engineering & Materials Science
# Deep Learning
# Remote Sensing
# Unmanned Aerial Vehicles (Uav)
Organisations
Publications
Recent
Tareke, B.
, Koeva, M.
, & Persello, C. (2023).
Extracting Polygons of Visible Cadastral Boundaries Using Deep Learning. In
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (pp. 915-918). Article 10282644 IEEE.
https://doi.org/10.1109/IGARSS52108.2023.10282644
Persello, C.
, Grift, J.
, Fan, X.
, Paris, C., Hänsch, R.
, Koeva, M.
, & Nelson, A. (2023).
AI4SmallFarms: A data set for crop field delineation in Southeast Asian smallholder farms.
IEEE geoscience and remote sensing letters,
20, 1-5. Article 2505705.
https://doi.org/10.1109/LGRS.2023.3323095
Zhou, W.
, Persello, C., Li, M.
, & Stein, A. (2023).
Building use and mixed-use classification with a transformer-based network fusing satellite images and geospatial textual information.
Remote sensing of environment,
297, Article 113767. Advance online publication.
https://doi.org/10.1016/j.rse.2023.113767
Kumar, V., Venkatachalaperumal, S. R.
, & Persello, C. (2023).
Synergistic fusion of spaceborne polarimetric SAR and hyperspectral data for land cover classification. In S. Kumar, P. Siqueira, H. Govil, & S. Agrawal (Eds.),
Spaceborne Synthetic Aperture Radar Remote Sensing: Techniques and Applications (pp. 169-210). CRC Press/Balkema.
https://doi.org/10.1201/9781003204466-8
Persello, C., Hansch, R., Vivone, G., Chen, K., Yan, Z., Tang, D., Huang, H., Schmitt, M., & Sun, X. (2023).
2023 IEEE GRSS data fusion contest: Large-scale fine-grained building classification for semantic urban reconstruction [technical committees].
IEEE geoscience and remote sensing magazine,
11(1), 94-97.
https://doi.org/10.1109/MGRS.2023.3240233
Lv, X.
, Persello, C.
, Zhao, W., Huang, X., Hu, Z., Ming, D.
, & Stein, A. (2023).
Pruning for image segmentation: Improving computational efficiency for large-scale remote sensing applications.
ISPRS journal of photogrammetry and remote sensing,
202, 13-29. Advance online publication.
https://doi.org/10.1016/j.isprsjprs.2023.05.024
Zhou, W.
, Persello, C.
, & Stein, A. (2023).
Building usage classification using a transformer-based multimodal deep learning method. In
2023 Joint Urban Remote Sensing Event, JURSE 2023 (2023 Joint Urban Remote Sensing Event, JURSE 2023). IEEE.
https://doi.org/10.1109/JURSE57346.2023.10144168
Zhao, W.
, Persello, C., Ding, H.
, & Stein, A. (2023).
Learning general representations for semantic segmentation and height estimation from remote sensing images. In
2023 Joint Urban Remote Sensing Event (2023 Joint Urban Remote Sensing Event, JURSE 2023). IEEE.
https://doi.org/10.1109/JURSE57346.2023.10144138
Grift, J.
, Persello, C.
, & Koeva, M. N. (2023).
Cadastral boundary delineation using deep learning and remote sensing imagery: state of the art and future developments. In
FIG Working Week 2023: Protecting Our World, Conquering New Frontiers International Federation of Surveyors (FIG).
https://fig.net/fig2023/technical_program.htm
Zhao, W.
, Persello, C.
, & Stein, A. (2023).
Semantic-aware unsupervised domain adaptation for height estimation from single-view aerial images.
ISPRS journal of photogrammetry and remote sensing,
196, 372-385.
https://doi.org/10.1016/j.isprsjprs.2023.01.003
Hansch, R.
, Persello, C., Vivone, G., Castillo Navarro, J., Boulch, A., Lefevre, S., & Le Saux, B. (2022).
Report on the 2022 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Semisupervised learning.
IEEE geoscience and remote sensing magazine, 2-5. Advance online publication.
https://doi.org/10.1109/MGRS.2022.3219935
Zhao, W. (2022).
Extracting geometric features of buildings from remote sensing images. [PhD Thesis - Research UT, graduation UT, Faculty of Geo-Information Science and Earth Observation, University of Twente]. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC).
https://doi.org/10.3990/1.9789036554978
Koeva, M. N., Bennett, R. M.
, & Persello, C. (2022).
Remote sensing for land administration 2.0.
Remote sensing,
14(17), Article 4359.
https://doi.org/10.3390/rs14174359
Farsad Layegh, N.
, Darvishzadeh, R.
, Skidmore, A. K.
, Persello, C., & Kruger, N. (2022).
Integrating semi-supervised learning with an expert system for vegetation cover classification using Sentinel-2 and RapidEye data.
Remote sensing,
14(15), 1-18. Article 3605. Advance online publication.
https://doi.org/10.3390/rs14153605
Zhao, W.
, Persello, C.
, & Stein, A. (2022).
Extracting planar roof structures from very high resolution images using graph neural networks.
ISPRS journal of photogrammetry and remote sensing,
187, 34-45.
https://doi.org/10.1016/j.isprsjprs.2022.02.022
Hänsch, R.
, Persello, C., Vivone, G., Castillo Navarro, J., Boulch, A., Lefevre, S., & Le Saux, B. (2022).
The 2022 IEEE GRSS data fusion contest: Semisupervised learning [technical committees].
IEEE geoscience and remote sensing magazine,
10(1), 334-337.
https://doi.org/10.1109/MGRS.2022.3144291
Persello, C., Wegner, J. D., Hansch, R., Tuia, D., Ghamisi, P.
, Koeva, M., & Camps-Valls, G. (2022).
Deep learning and earth observation to support the sustainable development goals: Current approaches, open challenges, and future opportunities.
IEEE geoscience and remote sensing magazine,
10(2), 172-200. Advance online publication.
https://doi.org/10.1109/MGRS.2021.3136100
Nex, F., Armenakis, C., Cramer, M., Cucci, D. A., Gerke, M., Honkavaara, E., Kukko, A.
, Persello, C., & Skaloud, J. (2022).
UAV in the advent of the twenties: Where we stand and what is next.
ISPRS journal of photogrammetry and remote sensing,
184, 215-242. Advance online publication.
https://doi.org/10.1016/j.isprsjprs.2021.12.006
Kuffer, M., Grippa, T.
, Persello, C., Taubenböck, H.
, Pfeffer, K.
, & Sliuzas, R. (2022).
Mapping the morphology of urban deprivation. In X. Yang (Ed.),
Urban Remote Sensing: Monitoring, Synthesis, and Modeling in the Urban Environment (pp. 305-323). Wiley. Advance online publication.
https://doi.org/10.1002/9781119625865.ch14
Mullissa, A. G.
, Persello, C., & Reiche, J. (2022).
Despeckling polarimetric SAR data using a multistream complex-valued fully convolutional network.
IEEE geoscience and remote sensing letters,
19, 1-5. Advance online publication.
https://doi.org/10.1109/LGRS.2021.3066311
UT Research Information System
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.
Courses Academic Year 2022/2023
Contact Details
Visiting Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
Langezijds
(building no. 19), room 1324
Hallenweg 8
7522NH Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
Langezijds
1324
P.O. Box 217
7500 AE Enschede
The Netherlands