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Fine-grained Population Mapping from Coarse Census Counts and Open Geodata


Nov 08, 2022
Nando Metzger, John E. Vargas-Muñoz, Rodrigo C. Daudt, Benjamin Kellenberger, Thao Ton-That Whelan, Ferda Ofli, Muhammad Imran, Konrad Schindler, Devis Tuia


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Geo-Information Harvesting from Social Media Data


Nov 01, 2022
Xiao Xiang Zhu, Yuanyuan Wang, Mrinalini Kochupillai, Martin Werner, Matthias HÀberle, Eike Jens Hoffmann, Hannes Taubenböck, Devis Tuia, Alex Levering, Nathan Jacobs, Anna Kruspe, Karam Abdulahhad

* Accepted for publication IEEE Geoscience and Remote Sensing Magazine 

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Deep Learning and Earth Observation to Support the Sustainable Development Goals


Dec 21, 2021
Claudio Persello, Jan Dirk Wegner, Ronny HĂ€nsch, Devis Tuia, Pedram Ghamisi, Mila Koeva, Gustau Camps-Valls


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Seeing biodiversity: perspectives in machine learning for wildlife conservation


Oct 25, 2021
Devis Tuia, Benjamin Kellenberger, Sara Beery, Blair R. Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W. Mathis, Frank van Langevelde, Tilo Burghardt, Roland Kays, Holger Klinck, Martin Wikelski, Iain D. Couzin, Grant van Horn, Margaret C. Crofoot, Charles V. Stewart, Tanya Berger-Wolf


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How to find a good image-text embedding for remote sensing visual question answering?


Sep 24, 2021
Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia

* 10 pages, 4 figures, presented in the MACLEAN workshop during ECML PKDD 2021 

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Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images


Aug 17, 2021
Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia

* accepted by 2021 IEEE/CVF International Conference on Computer Vision (ICCV) Workshops 

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Mapping Vulnerable Populations with AI


Jul 29, 2021
Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo C. Daudt, Konrad Schindler, Thao T-T Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran


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Semisupervised Manifold Alignment of Multimodal Remote Sensing Images


Apr 15, 2021
Devis Tuia, Michele Volpi, Maxime Trolliet, Gustau Camps-Valls

* IEEE Transactions on Geoscience and Remote Sensing, 52(12): 7708 - 7720, 2014 

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Learning User's confidence for active learning


Apr 15, 2021
Devis Tuia, Jordi Munoz-Mari

* IEEE Transactions on Geoscience and Remote Sensing, 51(2): 872 - 880, 2013 

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A survey of active learning algorithms for supervised remote sensing image classification


Apr 15, 2021
Devis Tuia, Michele Volpi, Loris Copa, Mikhail Kanevski, Jordi Munoz-Mari

* IEEE Journal of Selected Topics in Signal Processing, 5(3): 606 - 617, 2011 

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