Expertise
Earth and Planetary Sciences
- Image
- Network
- Datum
- Classification
- Learning
- Remote Sensing
Computer Science
- Convolutional Network
- Models
Organisations
Publications
2025
Ground resolved distance estimation of Sentinel-2 imagery using edge-based scene-driven approach (2025)PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 93(2), 131-152. Javan, F. D., Samadzadegan, F., Toosi, A., Schneider, M. & Persello, C.https://doi.org/10.1007/s41064-024-00330-xData underlying the PhD thesis of Wen Zhou: Deep Learning Methods for Multiple Building Use and Urban Livability Evaluation from Multimodal Geospatial Data (2025)[Dataset Types › Dataset]. DATA Archiving and Networked Services (DANS). Zhou, W., Stein, A. & Persello, C.https://doi.org/10.17026/PT/VFTW9XDeep learning methods for multiple building use and urban livability: Evaluation from multimodal geospatial data (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). Zhou, W.https://doi.org/10.3990/1.9789036564861Toward 3D hedonic price model for vertically developed cities using street view images and machine learning methods (2025)Habitat International, 156. Article 103288. Ying, Y., Dai, S., Koeva, M., Kuffer, M., Persello, C., Zhou, W. & Zevenbergen, J.https://doi.org/10.1016/j.habitatint.2025.103288Globally scalable glacier mapping by deep learning matches expert delineation accuracy (2025)Nature communications, 16(1). Article 43. Maslov, K. A., Persello, C., Schellenberger, T. & Stein, A.https://doi.org/10.1038/s41467-024-54956-x
2024
Mapping the Brazilian savanna’s natural vegetation: A SAR-optical uncertainty-aware deep learning approach (2024)ISPRS journal of photogrammetry and remote sensing, 218(Part A), 405-421. Filho, P. S., Persello, C., Maretto, R. & Machado, R.https://doi.org/10.1016/j.isprsjprs.2024.09.019PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction (2024)ISPRS journal of photogrammetry and remote sensing, 218, 33-43. Jiao, W., Persello, C. & Vosselman, G.https://doi.org/10.1016/j.isprsjprs.2024.10.006Uncontrolled illegal mining and Garimpo in the Brazilian Amazon (2024)Nature communications, 15(1). Article 9847. Cortinhas Ferreira Neto, L., Diniz, C. G., Maretto, R. V., Persello, C., Silva Pinheiro, M. L., Castro, M. C., Sadeck, L. W. R., Filho, A. F., Cansado, J., Souza, A. A. d. A., Feitosa, J. P., Santos, D. C., Adami, M., Souza-Filho, P. W. M., Stein, A., Biehl, A. & Klautau, A.https://doi.org/10.1038/s41467-024-54220-2CadastreVision: A benchmark dataset for cadastral boundary delineation from multi-resolution earth observation images (2024)ISPRS journal of photogrammetry and remote sensing, 217, 91-100. Grift, J., Persello, C. & Koeva, M. N.https://doi.org/10.1016/j.isprsjprs.2024.08.005RSPS-SAM: A remote sensing image panoptic segmentation method based on SAM (2024)Remote sensing, 16(21). Article 4002. Liu, Z., Li, Z., Liang, Y., Persello, C., Sun, B., He, G. & Ma, L.https://doi.org/10.3390/rs16214002Recent advances in machine learning for remote sensing toward the sustainable development goals (2024)IEEE geoscience and remote sensing letters, 21. Article 0500104. Verma, U., Lunga, D., Hänsch, R., Persello, C. & Ullo, S. L.https://doi.org/10.1109/LGRS.2024.3454939Special section guest editorial: Advanced spectral analysis techniques and remote sensing applications (2024)Journal of applied remote sensing, 18(4). Article 042601. Liu, S., Bovolo, F., Persello, C., Hong, D. & Samat, A.https://doi.org/10.1117/1.JRS.18.042601Building extraction from very high resolution remote sensing image with few data (2024)IEEE geoscience and remote sensing letters, 21. Article 5510305. Cui, Z., Nie, P. & Persello, C.https://doi.org/10.1109/LGRS.2024.3458432Glacier mapping from Sentinel-1 SAR time series with deep learning in Svalbard (2024)In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 14-17) (International Geoscience and Remote Sensing Symposium (IGARSS)). IEEE. Maslov, K. A., Schellenberger, T., Persello, C. & Stein, A.https://doi.org/10.1109/IGARSS53475.2024.10640676CadastreVision: A benchmark dataset for cadastral boundary delineation from multi-resolution earth observation images (2024)[Dataset Types › Dataset]. DATA Archiving and Networked Services (DANS). Grift, J., Persello, C. & Koeva, M.https://doi.org/10.17026/PT/OS3OWXHierarchical building use classification from multiple modalities with a multi-label multimodal transformer network (2024)International Journal of Applied Earth Observation and Geoinformation (JAG), 132. Article 104038. Zhou, W., Persello, C. & Stein, A.https://doi.org/10.1016/j.jag.2024.1040382024 IEEE GRSS data fusion contest: Rapid flood mapping [Technical Committees] (2024)IEEE geoscience and remote sensing magazine, 12(2), 109-112. Persello, C., Prasad, S., Vivone, G., Lonjou, V., Bretar, F., Rodriguez-Suquet, R., Guntzburger, P., Poulain, V., Moigne, J. L. E., Smith, B., Kumar, S. V., Huang, T., Ricci, S., Nguyen, T. H. & Piacentini, A.https://doi.org/10.1109/MGRS.2024.3367006Feature-guided deep learning model for mapping deprived areas (2024)In 2024 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2024. IEEE. Filho, P. S., Tareke, B., Persello, C., Kuffer, M., Maretto, R., Abascal, A., Wang, J. & MacHado, R.https://doi.org/10.1109/MIGARS61408.2024.10544988Responsible AI for Earth Observation (2024)[Working paper › Preprint]. ArXiv.org (E-pub ahead of print/First online). Ghamisi, P., Yu, W., Marinoni, A., Gevaert, C. M., Persello, C., Selvakumaran, S., Girotto, M., Horton, B. P., Rufin, P., Hostert, P., Pacifici, F. & Atkinson, P. M.https://doi.org/10.48550/arXiv.2405.20868Detection of Unmonitored Graveyards in VHR Satellite Data Using Fully Convolutional Networks (2024)In Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 167-188) (Remote Sensing and Digital Image Processing; Vol. 26). Springer. Debray, H., Kuffer, M., Klaufus, C., Persello, C., Wurm, M., Taubenböck, H. & Pfeffer, K.https://doi.org/10.1007/978-3-031-49183-2_9
Research profiles
Courses academic year 2024/2025
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 2023/2024
Address
University of Twente
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7522 NH Enschede
Netherlands
University of Twente
Langezijds 1324
P.O. Box 217
7500 AE Enschede
Netherlands
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