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

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. 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

Sun, X. , Zhao, W. , Maretto, R. V. , & 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, Á. , 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

Zhao, W. , Persello, C. , & Stein, A. (2020). Building instance segmentation and boundary regularization from high-resolution remote sensing images. 3916-3919. Paper presented at 2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Virtual, Waikoloa, United States. https://doi.org/10.1109/IGARSS39084.2020.9324239

Persello, C. , & Kuffer, M. (2020). Towards Uncovering Socio-Economic Inequalities Using VHR Satellite Images and Deep Learning. In 2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020 - Proceedings (pp. 3747-3750). [9324399] (International Geoscience and Remote Sensing Symposium (IGARSS)). IEEE. https://doi.org/10.1109/IGARSS39084.2020.9324399

Bergado, J. R. (2020). End-to-end predictive models for remote sensing applications. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). https://doi.org/10.3990/1.9789036550963

Zhao, W., Ivanov, I. , Persello, C. , & Stein, A. (2020). Building outline delineation: From very high resolution remote sensing imagery to polygons with an improved end-to-end learning framework. In N. Paparoditis, C. Mallet, F. Lafarge, F. Remondino, I. Toschi, & T. Fuse (Eds.), Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. (B2 ed., Vol. 43, pp. 731-735). (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-B2-2020-731-2020

Musci, M. A. , Persello, C., & Lingua, A. M. (2020). UAV images and deep-learning algorithms for detecting flavescence doree disease in grapevine orchards. In N. Paparoditis, C. Mallet, F. Lafarge, J. Jiang, A. Shaker, H. Zhang, X. Liang, B. Osmanoglu, U. Soergel, E. Honkavaara, M. Scaioni, J. Zhang, A. Peled, L. Wu, R. Li, M. Yoshimura, K. Di, O. Altan, H. M. Abdulmuttalib, & F. S. Faruque (Eds.), International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (B3 ed., Vol. 43, pp. 1483-1489). (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-B3-2020-1483-2020

Bergado, J. R. , Persello, C. , & Stein, A. (2020). Land use classification using deep multitask networks. In N. Paparoditis, C. Mallet, F. Lafarge, J. Jiang, A. Shaker, H. Zhang, X. Liang, B. Osmanoglu, U. Soergel, E. Honkavaara, M. Scaioni, J. Zhang, A. Peled, L. Wu, R. Li, M. Yoshimura, K. Di, O. Altan, H. M. Abdulmuttalib, & F. S. Faruque (Eds.), Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci (B3 ed., Vol. 43, pp. 17-21). (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-B3-2020-17-2020

Mc'okeyo, P. O. , Nex, F. , Persello, C. , & Vrieling, A. (2020). Automated Co-Registration of Intra-Epoch and Inter-Epoch Series of Multispectral Uav Images for Crop Monitoring. In N. Paparoditis, C. Mallet, F. Lafarge, S. Hinz, R. Feitosa, M. Weinmann, & B. Jutzi (Eds.), ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci (1 ed., Vol. 5, pp. 309-316). (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences). International Society for Photogrammetry and Remote Sensing (ISPRS). https://doi.org/10.5194/isprs-annals-V-1-2020-309-2020

Gevaert, C. M. , Persello, C. , Sliuzas, R. V. , & Vosselman, G. (2020). Monitoring household upgrading in unplanned settlements with unmanned aerial vehicles. International Journal of Applied Earth Observation and Geoinformation (JAG), 90, 1-6. [102117]. https://doi.org/10.1016/j.jag.2020.102117