Research output per year
Research output per year
- 1 - 50 out of 62 results
Search results
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2024
Accountable Geo-intelligence
Masinde, B. K., Gevaert, C. M., Nagenborg, M. H. & Zevenbergen, J. A., 2024, (Unpublished).Research output: Contribution to conference › Poster › Academic
File49 Downloads (Pure) -
Algorithmic Fairness in Geo-intelligence Workflows through Causality
Masinde, B., Gevaert, C. M., Nagenborg, M. H., van den Homberg, M. J. C. & Zevenbergen, J. A., 2024.Research output: Contribution to conference › Poster › Academic
Open AccessFile10 Downloads (Pure) -
Auditing geospatial datasets for biases: using global building datasets for disaster risk management
Gevaert, C. M., Buunk, T. & van den Homberg, M. J. C., 2024, In: IEEE Journal of selected topics in applied earth observations and remote sensing. 17, p. 12579-12590 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile18 Downloads (Pure) -
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
Roscher, R., Rußwurm, M., Gevaert, C., Kampffmeyer, M., Santos, J. A. D., Vakalopoulou, M., Hänsch, R., Hansen, S., Nogueira, K., Prexl, J. & Tuia, D., 22 Jun 2024, (E-pub ahead of print/First online) Ithaca, New York: ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile230 Downloads (Pure) -
Optimizing crop type mapping for fairness
Gorbunov, I., Gevaert, C. & Belgiu, M., 11 Mar 2024.Research output: Contribution to conference › Abstract › Academic
Open AccessFile14 Downloads (Pure) -
Responsible AI for Earth Observation
Ghamisi, P., Yu, W., Marinoni, A., Gevaert, C. M., Persello, C., Selvakumaran, S., Girotto, M., Horton, B. P., Rufin, P., Hostert, P., Pacifici, F. & Atkinson, P. M., 31 May 2024, (E-pub ahead of print/First online) Ithaca, New York: ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile30 Downloads (Pure) -
XAI for small-data problems in remote sensing: monitoring Atlantic forests with UAVs
Chandramouli, P., Gevaert, C. M., Nattino, F., Ku, O., Pedro, A. A., Oliveira, P. D. P., Barreto, E. H. P. & Ovileira, F. D., 8 Mar 2024.Research output: Contribution to conference › Abstract › Academic
Open AccessFile7 Downloads (Pure) -
2023
Digital earth: yesterday, today, and tomorrow
Annoni, A., Nativi, S., Çöltekin, A., Desha, C., Eremchenko, E., Gevaert, C. M., Giuliani, G., Chen, M., Perez-Mora, L., Strobl, J. & Tumampos, S., 2023, In: International journal of digital earth. 16, 1, p. 1022-1072 51 p.Research output: Contribution to journal › Review article › Academic › peer-review
Open AccessFile17 Citations (Scopus)98 Downloads (Pure) -
Drones for Humanitarian Action: Use Cases and Data Responsibility: A Guide on Drone Use Cases, what is needed for Drone Operations, and Data Responsibility Considerations
Gevaert, C. M., Juskauskas , T., Alunge NNangsope, R. A., Zevenbergen, J. A. & Scheibenreif, M., 2023, 36 p.Research output: Book/Report › Report › Professional
Open AccessFile114 Downloads (Pure) -
Group-privacy threats for geodata in the humanitarian context
Masinde, B. K., Gevaert, C. M., Nagenborg, M. H. & Zevenbergen, J. A., Oct 2023, In: ISPRS international journal of geo-information. 12, 10, 12 p., 393.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile66 Downloads (Pure) -
IDeaMapSudan: Geo-spatial modelling of urban poverty
Kuffer, M., Ali, I. M. M., Gummah, A., Da Silva Mano, A., Sakhi, W., Kushieb, I., Girgin, S., Eltiny, N., Kumi, J., Abdallah, M., Bad, M., Ahmed, F., Hamza, M., Wang, J., Elzaki, T., Gevaert, C. & Flasse, C., 8 Jun 2023, 2023 Joint Urban Remote Sensing Event (JURSE). IEEE, p. 1-4 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Citation (Scopus)107 Downloads (Pure) -
Threat modelling for geo-spatial data in the humanitarian context
Masinde, B. K., Nagenborg, M. H., Gevaert, C. M., Meissner, F. & Zevenbergen, J. A., 27 Jun 2023.Research output: Contribution to conference › Abstract › Academic
Open AccessFile35 Downloads (Pure) -
2022
AI ethics and data governance in the geospatial domain of Digital Earth
Micheli, M., Gevaert, C. M., Carman, M., Craglia, M., Daemen, E., Ibrahim, R. E., Kotsev, A., Mohamed-Ghouse, Z., Schade, S., Schneider, I., Shanley, L. A., Tartaro, A. & Vespe, M., 1 Jul 2022, In: Big Data and Society. 9, 2Research output: Contribution to journal › Comment/Letter to the editor › Academic › peer-review
Open AccessFile8 Citations (Scopus)139 Downloads (Pure) -
Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics
Gevaert, C. M. & Belgiu, M., Nov 2022, In: International Journal of Applied Earth Observation and Geoinformation. 114, 103054.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile9 Citations (Scopus)99 Downloads (Pure) -
Digital Twin creation for slums in Brazil based on UAV data
Khawte, S. S., Koeva, M. N., Gevaert, C. M., Oude Elberink, S. J. & Pedro, A. A., 14 Oct 2022, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: 17th 3D GeoInfo Conference. Aleksandrov, M., Barton, J. & Zlatanova, S. (eds.). Copernicus, Vol. XLVIII-4/W4-2022. p. 75-81 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile6 Citations (Scopus)171 Downloads (Pure) -
Explainable AI for earth observation: A review including societal and regulatory perspectives
Gevaert, C. M., Aug 2022, In: International Journal of Applied Earth Observation and Geoinformation (JAG). 112, 11 p., 102869.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile39 Citations (Scopus)675 Downloads (Pure) -
Finding biases in geospatial datasets in the Global South – are we missing vulnerable populations?
Gevaert, C. M., 14 Sept 2022.Research output: Contribution to conference › Other › Academic
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Integrated deprivation area mapping system for displacement durable solutions and socio-economic reconstruction, Sudan (IdeaMapSudan).
Eltinay, N., Kuffer, M., Gevaert, C. M., Ali, I. M. M., Flasse, C., Badi, M., Gummah, A., Kumi, J., Kushieb, I., Sakhi, W., Elzaki, T., Abdallah, M., Ali, M., Hamza, M. & Ahmed, F., Nov 2022, Proceedings of the 10th International Conference on Appropriate Technology: Enhancing Peace and Governance through Appropriate Technology: Reimagining Sustainable Community Wellbeing in an Era of Global Climate Change. International Network on Appropriate Technology, p. 461-474Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile107 Downloads (Pure) -
Integrating remote sensing and street view imagery for mapping slums
Najmi, A., Gevaert, C. M., Kohli, D., Kuffer, M. & Pratomo, J., 19 Dec 2022, In: ISPRS international journal of geo-information. 11, 12, p. 1-19 19 p., 631.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Citations (Scopus)52 Downloads (Pure) -
2021
Evaluating post-fire recovery of Latroon dry forest using Landsat ETM+, unmanned aerial vehicle and field survey data
Qarallah, B., Al-Ajlouni, M., Al-Awasi, A., Alkarmy, M., Al-Qudah, E., Naser, A. B., Al-Assaf, A., Gevaert, C. M., Al Asmar, Y., Belgiu, M. & Othman, Y. A., Oct 2021, In: Journal of arid environments. 193, p. 1-10 10 p., 104587.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile11 Citations (Scopus)194 Downloads (Pure) -
Fairness and accountability of AI in disaster risk management: Opportunities and challenges
Gevaert, C. M., Carman, M., Rosman, B., Georgiadou, Y. & Soden, R., 12 Nov 2021, In: Patterns. 2, 11, p. 1-9 9 p., 100363.Research output: Contribution to journal › Review article › Academic › peer-review
Open AccessFile31 Citations (Scopus)107 Downloads (Pure) -
What and whom are we missing? Dissecting a flood vulnerability geo-intelligence workflow for hidden biases.
Masinde, B. K., Gevaert, C. M. (Contributor), van den Homberg, M. (Contributor), Nagenborg, M. H. (Contributor), Gortzak, I. (Contributor) & Zevenbergen, J. A. (Contributor), Nov 2021, (Unpublished).Research output: Contribution to conference › Abstract › Academic
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2020
Digital world meets urban planet – new prospects for evidence-based urban studies arising from joint exploitation of big earth data, information technology and shared knowledge
Esch, T. (Corresponding Author), Asamer, H., Bachofer, F., Balhar, J., Boettcher, M., Boissier, E., d'Angelo, P., Gevaert, C. M., Hirner, A., Jupova, K., Kurz, F., Yaw Kwarteng, A., Mathot, E., Marconcini, M., Marin, A., Metz-Marconcini, A., Pacini, F., Paganini, M., Permana, H. & Soukup, T. & 4 others, , 2 Jan 2020, In: International journal of digital earth. 13, 1, p. 136-157 22 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile17 Citations (Scopus)92 Downloads (Pure) -
Mapping the missing spaces and the role of generic slum ontology
Kohli, D., Gevaert, C. M. & Kuffer, M., 24 Aug 2020, p. 1-5. 5 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile12 Downloads (Pure) -
Mapping the Missing spaces and the role of Generic Slum Ontology
Kohli, D., Gevaert, C. M. & Kuffer, M., 24 Aug 2020, p. s1-s13. 13 p.Research output: Contribution to conference › Other › Academic
1 Downloads (Pure) -
Monitoring household upgrading in unplanned settlements with unmanned aerial vehicles
Gevaert, C. M., Persello, C., Sliuzas, R. V. & Vosselman, G., Aug 2020, In: International Journal of Applied Earth Observation and Geoinformation (JAG). 90, p. 1-6 6 p., 102117.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile18 Citations (Scopus)159 Downloads (Pure) -
The changing face of accountability in humanitarianism: using artificial intelligence for anticipatory action
van den Homberg, M., Gevaert, C. M. & Georgiadou, Y., 10 Dec 2020, In: Politics and Governance. 8, 4, p. 1-12 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile22 Citations (Scopus)114 Downloads (Pure) -
2019
An open machine learning challenge to map urban development and resilience in diverse African cities from aerial imagery
Miller, E., Luo, D., Deparday, V., Giovando, C., Gevaert, C. M., Emanuele, R., Kassel, S., Needham, E., Lipstein, G., Bull, P. & Slavitt, I., 9 Dec 2019. 1 p.Research output: Contribution to conference › Abstract › Academic
Open AccessFile14 Downloads (Pure) -
Challenges of Mapping the Missing Spaces
Gevaert, C. M., Kohli, D. & Kuffer, M., 22 Aug 2019, IEEE - Joint Urban Remote Sensing Event, 2019. Vannes: IEEE, 4 p. 8809004Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile5 Citations (Scopus)207 Downloads (Pure) -
Machine Learning for Disaster Risk Management
Deparday, V., Gevaert, C. M., Molinario, G., Soden, R. & Balog-Way, S., 16 Jan 2019, World Bank. 51 p.Research output: Book/Report › Report › Professional
Open AccessFile425 Downloads (Pure) -
The Generic Slum Ontology: Can a Global Slum Repository be created?
Kohli, D., Kuffer, M. & Gevaert, C. M., Jun 2019, IEEE - Joint Urban Remote Sensing Event, 2019. Vannes: IEEE, 4 p. 8809034Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
6 Citations (Scopus)39 Downloads (Pure) -
2018
A deep learning approach to DTM extraction from imagery using rule-based training labels
Gevaert, C. M. (Corresponding Author), Persello, C., Nex, F. & Vosselman, G., 1 Aug 2018, In: ISPRS journal of photogrammetry and remote sensing. 142, p. 106-123 18 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile61 Citations (Scopus)172 Downloads (Pure) -
Context-Based Filtering of Noisy Labels for Automatic Basemap Updating From UAV Data
Gevaert, C. M., Persello, C., Oude Elberink, S. J., Vosselman, G. & Sliuzas, R. V., Aug 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 8 ed. Vol. 11. p. 1-11 11 p. (IEEE Journal of selected topics in applied earth observations and remote sensing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
12 Citations (Scopus)10 Downloads (Pure) -
Evaluating the Societal Impact of Using Drones to Support Urban Upgrading Projects
Gevaert, C. M. (Corresponding Author), Sliuzas, R. V., Persello, C. & Vosselman, G., 10 Mar 2018, In: ISPRS international journal of geo-information. 7, 3, p. 1-15 15 p., 91.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile30 Citations (Scopus)116 Downloads (Pure) -
Fully Convolutional Networks for Ground Classification from Airborne Laser Scanner data
Rizaldy, A., Persello, C., Gevaert, C. M., Oude Elberink, S. J. & Vosselman, G., 28 Nov 2018, p. 5. 1 p.Research output: Contribution to conference › Abstract › Other research output
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Fully Convolutional Networks for Ground Classification from LiDAR Point Clouds
Rizaldi, A., Persello, C., Gevaert, C. M. & Oude Elberink, S. J., 4 Jun 2018, 2018 ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”, 4–7 June 2018, Riva del Garda, Italy. 2 ed. Riva Del Garda: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 4. p. 231-238 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. IV-2).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile42 Citations (Scopus)421 Downloads (Pure) -
Ground and Multi-Class Classification of Airborne Laser Scanner Point Clouds Using Fully Convolutional Networks
Rizaldy, A., Persello, C., Gevaert, C. M., Oude Elberink, S. J. & Vosselman, G., 1 Nov 2018, In: Remote sensing. 10, 11, p. 1-27 27 p., 1723.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile47 Citations (Scopus)160 Downloads (Pure) -
Onbemande luchtvaartuigen om sloppenwijken in kaart te brengen: theoretische ontwikkelingen en praktische toepassingen
Translated title of the contribution :UAVs to map informal settlements: theoretical developments and practical applications Research output: Contribution to journal › Article › Academic
Open AccessFile56 Downloads (Pure) -
Unmanned aerial vehicle mapping for settlement upgrading
Gevaert, C. M., 2018, Enschede: University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). 204 p.Research output: Thesis › PhD Thesis - Research UT, graduation UT
Open AccessFile588 Downloads (Pure) -
Unsupervised semantic change detection in informal settlements using UAV imagery
Gevaert, C. M., Persello, C., Sliuzas, R. V. & Vosselman, G., 29 Nov 2018, p. 1. 1 p.Research output: Contribution to conference › Abstract › Other research output
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Using UAVs for map creation and updating: a case study in Rwanda
Koeva, M. (Corresponding Author), Muneza, M., Gevaert, C., Gerke, M. & Nex, F., 4 Jul 2018, In: Survey review. 50, 361, p. 312-325 14 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile62 Citations (Scopus)199 Downloads (Pure) -
2017
A Deep Learning Approach to DTM Extraction from Imagery Using Rule-Based Training Labels : powerpoint.
Gevaert, C. M., Persello, C., Nex, F. C. & Vosselman, G., 2017, p. 1s-25s. 25 p.Research output: Contribution to conference › Other › Other research output
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An automated technique for basemap updating using UAV data
Gevaert, C. M., Persello, C., Oude Elberink, S. J., Vosselman, G. & Sliuzas, R. V., 6 Mar 2017, Proceedings of Joint urban remote sensing event (JURSE) 2017, 6-8 March 2017, Dubai, United Arab Emirates. Piscataway: IEEE, p. 1-4 4 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
1 Citation (Scopus) -
Automatic Building Extraction from UAV data : poster
Gevaert, C. M., Persello, C., Vosselman, G. & Sliuzas, R. V., 2017. 1 p.Research output: Contribution to conference › Poster › Other research output
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Informal settlement classification using point-cloud and image-based features from UAV data
Gevaert, C. M., Persello, C., Sliuzas, R. V. & Vosselman, G., 2017, In: ISPRS journal of photogrammetry and remote sensing. 125, p. 225-236 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile76 Citations (Scopus)91 Downloads (Pure) -
Slum mapping : from space to unmanned aerial vehicle based approaches
Sliuzas, R. V., Kuffer, M., Pfeffer, K., Gevaert, C. M. & Persello, C., 6 Mar 2017, Proceedings of Joint urban remote sensing event (JURSE) 2017, 6-8 March 2017, Dubai, United Arab Emirates. Dubai, p. 1-4Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
9 Citations (Scopus) -
2016
A deep learning approach to the classification of sub-decimetre resolution aerial images
Bergado, J. R., Persello, C. & Gevaert, C., Jul 2016, Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS) : Advancing the understanding of our living planet, 10-15 July 2016, Beijing, China. IEEE, p. 1516-1519Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
37 Citations (Scopus) -
Classification of informal settlements through the integration of 2D and 3D features extracted from UAV data
Gevaert, C. M., Persello, C., Sliuzas, R. V. & Vosselman, G., 12 Jul 2016, Proceedings of the XXIII ISPRS Congress : From human history to the future with spatial information, 12-19 July 2016, Prague, Czech Republic. Peer reviewed Annals, Volume III-3, 2016. Halounova, L. & [et al], .. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. III-3. p. 317-324 8 p. (ISPRS Annals of Photogrammaetry and Remote Sensing; vol. XLI-B1, no. III-3).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open Access20 Citations (Scopus) -
Integrating UAV point clouds and imagery : an application for informal settlement mapping : abstract
Gevaert, C. M., Persello, C., Sliuzas, R. V. & Vosselman, G., 30 Nov 2016. 2 p.Research output: Contribution to conference › Abstract › Other research output
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Integration of 2D and 3D features from UAV imagery for informal settlement classification using Multiple Kernel Learning
Gevaert, C. M., Persello, C., Sliuzas, R. V. & Vosselman, G., 2016, Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS) : Advancing the understanding of our living planet, 10-15 July 2016, Beijing, China. Piscataway: IEEE, 2016. Piscataway: IEEE, p. 1508-1511 4 p. (IGARSS; no. 2016).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
3 Citations (Scopus)