prof.dr.ir. C. Persello (Claudio)

Earth & Environmental Sciences

# Detection
# Imagery
# Informal Settlement
# Learning
# Remote Sensing

Engineering & Materials Science

# Deep Learning
# Remote Sensing
# Unmanned Aerial Vehicles (Uav)

Faculty of Geo-Information Science and Earth Observation (ITC), Department of Earth Observation Science (EOS)

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. 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), [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. [3605]. 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. 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. 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. 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. https://doi.org/10.1109/LGRS.2021.3066311

Zhao, W. , Persello, C. , & Stein, A. (2021). End-to-end roofline extraction from very-high-resolution remote sensing images. In 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (pp. 2783-2786). IEEE. https://doi.org/10.1109/IGARSS47720.2021.9554162

Sun, X. , Zhao, W. , V. Maretto, R. , & Persello, C. (2021). Building polygon extraction from aerial images and digital surface models with a frame field learning framework. Remote sensing, 13(22), 1-21. [4700]. https://doi.org/10.3390/rs13224700

Schmitt, M. , Persello, C., Vivone, G., Lunga, D., Liao, W., Yokoya, N., Ghamisi, P., & Hansch, R. (2021). The new working groups of the GRSS technical committee on image analysis and data fusion [Technical Committees]. IEEE geoscience and remote sensing magazine, 9(3), 165-166. https://doi.org/10.1109/MGRS.2021.3100654

Merodio Gómez, P., Juarez Carrillo, O. J. , Kuffer, M. , Thomson, D. R., Olarte Quiroz, J. L., Villaseñor García, E., Vanhuysse, S. , Abascal, A., Oluoch, I. , Nagenborg, M. , Persello, C., & Brito, P. L. (2021). Earth observations and statistics: Unlocking sociodemographic knowledge through the power of satellite images. Sustainability (Switzerland), 13(22), 1-21. [12640]. https://doi.org/10.3390/su132212640

Kuffer, M. , Thomson, D. R., Maki, A., Vanhuysse, S., Georganos, S. , Sliuzas, R. , & Persello, C. (2021). EO-based low-cost frameworks to address global urban data gaps on deprivation and multiple hazards. In 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (pp. 2106-2109). IEEE. https://doi.org/10.1109/IGARSS47720.2021.9554094

Sun, X. , Zhao, W. , Maretto, R. V. , & Persello, C. (2021). Building outline extraction from aerial imagery and digital surface model with a frame field learning framework. In N. Paparoditis, C. Mallet, F. Lafarge, M. Y. Yang, A. Yilmaz, J. D. Wegner, F. Remondino, T. Fuse, & I. Toschi (Eds.), The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (B2-2021 ed., Vol. 43, pp. 487-493). (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives). International Society for Photogrammetry and Remote Sensing (ISPRS). https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-487-2021

Bergado, J. R. , Persello, C., Reinke, K. , & Stein, A. (2021). Predicting wildfire burns from big geodata using deep learning. Safety science, 140, [105276]. https://doi.org/10.1016/j.ssci.2021.105276

Zhao, W. , Persello, C. , & Stein, A. (2021). Building outline delineation: From aerial images to polygons with an improved end-to-end learning framework. ISPRS journal of photogrammetry and remote sensing, 175, 119-131. https://doi.org/10.1016/j.isprsjprs.2021.02.014

Kuffer, M. , Pfeffer, K. , & Persello, C. (2021). Special issue “remote-sensing-based urban planning indicators”. Remote sensing, 13(7), 1-6. [1264]. https://doi.org/10.3390/rs13071264, https://doi.org/10.3390/rs13071264

See all research output of this employee

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.

+31534874343

+31534874358 (if no answer)

c.persello@utwente.nl

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

Faculty of Geo-Information Science and Earth Observation (ITC), Department of Earth Observation Science (EOS)

http://www.itc.nl/resumes/persello

University of Twente Drienerlolaan 5
7522 NB Enschede

+31 (0)53 489 9111
info@utwente.nl
Route

Welcome...

Associate Professor

Expertise

Organisations

Publications

UT Research Information System

Courses Academic Year 2022/2023

Courses Academic Year 2021/2022

Contact Details

Visiting Address

Mailing Address

Organisations

Additional Contact Information