Langezijds

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

Universitair hoofddocent
ITC-EOS
Langezijds 1324
c.persello@utwente.nl
+31534874343
Visitekaartje

Expertises

  • Earth and Planetary Sciences

    • Image
    • Network
    • Datum
    • Classification
    • Learning
    • Remote Sensing

  • Computer Science

    • Convolutional Network
    • Models

Organisaties

Publicaties

Jump to: 2024 | 2023

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, 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.2024.3454939Building 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/IGARSS53475.2024.10640676Hierarchical 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_9Automatic Building Roof Plane Extraction in Urban Environments for 3D City Modelling Using Remote Sensing Data (2024)Remote sensing, 16(8). Article 1386. Campoverde, C., Koeva, M. N., Persello, C., Maslov, K., Jiao, W. & Petrova-Antonova, D.https://doi.org/10.3390/rs16081386Large-scale fine-grained building classification and height estimation for semantic urban reconstruction: Outcome of the 2023 IEEE GRSS Data Fusion Contest (2024)IEEE Journal of selected topics in applied earth observations and remote sensing, 17, 11194-11207. Liu, G., Peng, B., Liu, T., Zhang, P., Yuan, M., Lu, C., Cao, N., Zhang, S., Huang, S., Wang, T., Lu, X., Jiao, L., Liu, Q., Li, L., Liu, F., Liu, X., Yang, Y., Chen, K., Yan, Z., … Hansch, R.https://doi.org/10.1109/JSTARS.2024.3403201User and data-centric artificial intelligence for mapping urban deprivation in multiple cities across the globe (2024)In IGARSS 2024: 2024 IEEE International Geoscience and Remote Sensing Symposium (pp. 1553-1557) (International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 2024). IEEE. Tareke, B., Filho, P. S., Persello, C., Kuffer, M., Maretto, R., Wang, J., Abascal, A., Pillai, P., Singh, B., D’Attoli, J. M., Kabaria, C., Pedrassoli, J., Brito, P., Elias, P., Atenógenes, E. & Santiago, A. R.https://doi.org/10.1109/IGARSS53475.2024.10640428Vectorizing planar roof structure from very high resolution remote sensing images using transformers (2024)International journal of digital earth, 17(1), 1-15. Zhao, W., Persello, C., Lv, X., Stein, A. & Vergauwen, M.https://doi.org/10.1080/17538947.2023.2292637

2023

Report on the 2023 IEEE GRSS Data Fusion Contest: Large-Scale Fine-Grained Building Classification for Semantic Urban Reconstruction [Technical Committees] (2023)IEEE geoscience and remote sensing magazine, 11(4), 146-149. Hansch, R., Persello, C., Vivone, G., Chen, K., Yan, Z., Tang, D., Huang, H., Schmitt, M. & Sun, X.https://doi.org/10.1109/MGRS.2023.3302342Building use and mixed-use classification with a transformer-based network fusing satellite images and geospatial textual information (2023)Remote sensing of environment, 297. Article 113767. Zhou, W., Persello, C., Li, M. & Stein, A.https://doi.org/10.1016/j.rse.2023.113767Extracting Polygons of Visible Cadastral Boundaries Using Deep Learning (2023)In IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (pp. 915-918). Article 10282644. IEEE. Tareke, B., Koeva, M. & Persello, C.https://doi.org/10.1109/IGARSS52108.2023.10282644

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Adres

Universiteit Twente

Langezijds (gebouwnr. 19), kamer 1324
Hallenweg 8
7522 NH Enschede

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