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, Article 558, 1-17. 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 attentionIn ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2023 (pp. 1027-1032). 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, 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. 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 networksIn XXIV ISPRS Congress, Commission III 2020 (pp. 17-21). 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
2019
Delineation of agricultural fields in smallholder farms from satellite images using fully convolutional networks and combinatorial grouping, Article 111253, 1-18. Persello, C., Tolpekin, V. A., Bergado, J. R. & de By, R. A.https://doi.org/10.1016/j.rse.2019.111253
Onderzoeksprofielen
Verbonden aan opleidingen
Vakken collegejaar 2023/2024
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