Expertises
Computer Science
- Convolutional Network
- Classification Task
- Multitask Learning
- Unmanned Aerial Vehicle
- Conventional Method
- Classes
- Image Classification
- Image Fusion
Organisaties
Publicaties
2024
Towards Fully Autonomous UAV: Damaged Building-Opening Detection for Outdoor-Indoor Transition in Urban Search and Rescue (2024)Electronics, 13(3), 1-17. Article 558. Surojaya, A., Zhang, N., Bergado, J. R. & Nex, F.https://doi.org/10.3390/electronics13030558
2023
Dense point cloud extraction from UAV imagery using parallax attention (2023)In Geospatial Week 2023, Vol. 10-1: ISPRS Geospatial Week 2023 (pp. 1027-1032) (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus. Bergado, J. R. & Nex, F. C.https://doi.org/10.5194/isprs-annals-X-1-W1-2023-1027-2023
2021
Predicting wildfire burns from big geodata using deep learning (2021)Safety science, 140. Article 105276. Bergado, J. R., Persello, C., Reinke, K. & Stein, A.https://doi.org/10.1016/j.ssci.2021.105276
2020
End-to-end predictive models for remote sensing applications (2020)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). Bergado, J. R.https://doi.org/10.3990/1.9789036550963Land use classification using deep multitask networks (2020)In XXIV ISPRS Congress, Commission III 2020 (pp. 17-21) (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives; Vol. 43). International Society for Photogrammetry and Remote Sensing (ISPRS). Bergado, J. R., Persello, C. & Stein, A.https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-17-2020
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