dr. J.R. Bergado (JR)

Surojaya, A. , Zhang, N. , Bergado, J. R. , & Nex, F. (2024). Towards Fully Autonomous UAV: Damaged Building-Opening Detection for Outdoor-Indoor Transition in Urban Search and Rescue. Electronics (Switzerland), 13(3), 1-17. Article 558. https://doi.org/10.3390/electronics13030558

Bergado, J. R. , & Nex, F. C. (2023). Dense point cloud extraction from UAV imagery using parallax attention. In N. El-Sheimy, A. Abdelbary, N. El-Bandary, & Y. Hohasseb (Eds.), ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2023 (W1-2023 ed., Vol. X-1, pp. 1027-1032). (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus. https://doi.org/10.5194/isprs-annals-X-1-W1-2023-1027-2023

Bergado, J. R. , Persello, C., Reinke, K. , & Stein, A. (2021). Predicting wildfire burns from big geodata using deep learning. Safety science, 140, Article 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). Article 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. Article 111253. https://doi.org/10.1016/j.rse.2019.111253