dr. J.R. Bergado (JR)

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

Bergado, J. R. (2020). End-to-end predictive models for remote sensing applications. [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/10.3990/1.9789036550963

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

Persello, C. , Tolpekin, V. , Bergado, J. R. , & De By, R. A. (2019). Towards automated delineation of smallholder farm fields from VHR images using convolutional networks. In 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings (pp. 3836-3839). [8897979] (International Geoscience and Remote Sensing Symposium (IGARSS)). IEEE. https://doi.org/10.1109/IGARSS.2019.8897979

Persello, C. , Tolpekin, V. A. , Bergado, J. R. , & de By, R. A. (2019). Delineation of agricultural fields in smallholder farms from satellite images using fully convolutional networks and combinatorial grouping. Remote sensing of environment, 231, 1-18. [111253]. https://doi.org/10.1016/j.rse.2019.111253

Bergado, J. R. , Persello, C. , & Stein, A. (2018). FuseNet: End-to-end multispectral VHR image fusion and classification. In 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings (Vol. 2018-July, pp. 2091-2094). [8519214] IEEE. https://doi.org/10.1109/IGARSS.2018.8519214

Bergado, J. R. , Persello, C. , & Stein, A. (2018). Recurrent Multiresolution Convolutional Networks for VHR Image Classification. IEEE transactions on geoscience and remote sensing, 56(11), 6361-6374. [8388225]. https://doi.org/10.1109/TGRS.2018.2837357