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ArticlesPeer ReviewedFull Text
Perspectives in machine learning for wildlife conservation
Author / Creator:Tuia, Devis ; Kellenberger, Benjamin ; Beery, Sara ; Costelloe, Blair R. ; Zuffi, Silvia ; Risse, Benjamin ; Mathis, Alexander ; Mathis, Mackenzie W. ; van Langevelde, Frank ; Burghardt, Tilo ; Kays, Roland ; Klinck, Holger ; Wikelski, Martin ; Couzin, Iain D. ; van Horn, Grant ; Crofoot, Margaret C. ; Stewart, Charles V. ; Berger-Wolf, Tanya
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2022-02, Vol.13 (1), p.792-792, Article 792
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Kernel Manifold Alignment for Domain Adaptation
Author / Creator:Tuia, Devis ; Camps-Valls, Gustau
Publisher:United States: Public Library of Science
Journal title:PloS one, 2016-02, Vol.11 (2), p.e0148655-e0148655
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ArticlesPeer ReviewedFull Text
Social media and deep learning capture the aesthetic quality of the landscape
Author / Creator:Havinga, Ilan ; Marcos, Diego ; Bogaart, Patrick W. ; Hein, Lars ; Tuia, Devis
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-10, Vol.11 (1), p.20000-20000, Article 20000
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ArticlesPeer ReviewedFull Text
Detecting Building Changes between Airborne Laser Scanning and Photogrammetric Data
Author / Creator:Zhang, Zhenchao ; Vosselman, George ; Gerke, Markus ; Persello, Claudio ; Tuia, Devis ; Yang, Michael Ying
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2019-10, Vol.11 (20), p.2417
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ArticlesPeer ReviewedFull Text
Counting using deep learning regression gives value to ecological surveys
Author / Creator:Hoekendijk, Jeroen P. A. ; Kellenberger, Benjamin ; Aarts, Geert ; Brasseur, Sophie ; Poiesz, Suzanne S. H. ; Tuia, Devis
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-12, Vol.11 (1), p.23209-23209, Article 23209
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ArticlesPeer ReviewedFull Text
Where the White Continent Is Blue: Deep Learning Locates Bare Ice in Antarctica
Author / Creator:Tollenaar, Veronica ; Zekollari, Harry ; Pattyn, Frank ; Rußwurm, Marc ; Kellenberger, Benjamin ; Lhermitte, Stef ; Izeboud, Maaike ; Tuia, Devis
Publisher:Washington: John Wiley & Sons, Inc
Journal title:Geophysical research letters, 2024-02, Vol.51 (3), p.381-n/a
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ArticlesPeer ReviewedFull Text
Scalable semantic 3D mapping of coral reefs with deep learning
Author / Creator:Sauder, Jonathan ; Banc‐Prandi, Guilhem ; Meibom, Anders ; Tuia, Devis
Publisher:London: John Wiley & Sons, Inc
Journal title:Methods in ecology and evolution, 2024-05, Vol.15 (5), p.916-934
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ArticlesPeer ReviewedFull Text
21 000 birds in 4.5 h: efficient large‐scale seabird detection with machine learning
Author / Creator:Kellenberger, Benjamin ; Veen, Thor ; Folmer, Eelke ; Tuia, Devis ; Horning, Ned ; Scales, Kylie
Publisher:Oxford: John Wiley & Sons, Inc
Journal title:Remote sensing in ecology and conservation, 2021-09, Vol.7 (3), p.445-460
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ArticlesPeer ReviewedFull Text
Estimating Uncertainty of Point-Cloud Based Single-Tree Segmentation with Ensemble Based Filtering
Author / Creator:Parkan, Matthew ; Tuia, Devis
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2018-02, Vol.10 (2), p.335
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Regional uniqueness of tree species composition and response to forest loss and climate change
Author / Creator:van Tiel, Nina ; Fopp, Fabian ; Brun, Philipp ; van den Hoogen, Johan ; Karger, Dirk Nikolaus ; Casadei, Cecilia M. ; Lyu, Lisha ; Tuia, Devis ; Zimmermann, Niklaus E. ; Crowther, Thomas W. ; Pellissier, Loïc
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2024-05, Vol.15 (1), p.4375-12, Article 4375
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ArticlesPeer ReviewedFull Text
Fine-grained population mapping from coarse census counts and open geodata
Author / Creator:Metzger, Nando ; Vargas-Muñoz, John E. ; Daudt, Rodrigo C. ; Kellenberger, Benjamin ; Whelan, Thao Ton-That ; Ofli, Ferda ; Imran, Muhammad ; Schindler, Konrad ; Tuia, Devis
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2022-11, Vol.12 (1), p.20085-14, Article 20085
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ArticlesPeer ReviewedFull Text
Meta-learning to address diverse Earth observation problems across resolutions
Author / Creator:Rußwurm, Marc ; Wang, Sherrie ; Kellenberger, Benjamin ; Roscher, Ribana ; Tuia, Devis
Publisher:London: Nature Publishing Group
Journal title:Communications earth & environment, 2024-12, Vol.5 (1), p.37-14, Article 37
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ArticlesPeer ReviewedFull Text
Mapping drivers of tropical forest loss with satellite image time series and machine learning
Author / Creator:Pišl, Jan ; Rußwurm, Marc ; Haydn Hughes, Lloyd ; Lenczner, Gaston ; See, Linda ; Dirk Wegner, Jan ; Tuia, Devis
Publisher:Bristol: IOP Publishing
Journal title:Environmental research letters, 2024-06, Vol.19 (6), p.64053
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ArticlesPeer ReviewedFull Text
Social media and deep learning reveal specific cultural preferences for biodiversity
Author / Creator:Havinga, Ilan ; Marcos, Diego ; Bogaart, Patrick ; Massimino, Dario ; Hein, Lars ; Tuia, Devis
Publisher:London: John Wiley & Sons, Inc
Journal title:People and nature (Hoboken, N.J.), 2023-06, Vol.5 (3), p.981-998
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ArticlesPeer ReviewedFull Text
Prompt-guided and multimodal landscape scenicness assessments with vision-language models
Author / Creator:Levering, Alex ; Marcos, Diego ; Jacobs, Nathan ; Tuia, Devis
Publisher:United States: Public Library of Science
Journal title:PloS one, 2024-09, Vol.19 (9), p.e0307083
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Conference ProceedingsPeer ReviewedFull Text
Towards Estimation of 3D Poses and Shapes of Animals from Oblique Drone Imagery
Author / Creator:Shukla, Vandita ; Morelli, Luca ; Remondino, Fabio ; Micheli, Andrea ; Tuia, Devis ; Risse, Benjamin
Publisher:Gottingen: Copernicus GmbH
Journal title:International archives of the photogrammetry, remote sensing and spatial information sciences., 2024, Vol.XLVIII-2-2024, p.379-386
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ArticlesPeer ReviewedFull Text
Kernel Manifold Alignment for Domain Adaptation: e0148655
Author / Creator:Tuia, Devis ; Camps-Valls, Gustau
Journal title:PloS one, 2016-02, Vol.11 (2)
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ArticlesPeer ReviewedFull Text
Learning wind fields with multiple kernels
Author / Creator:Foresti, Loris ; Tuia, Devis ; Kanevski, Mikhail ; Pozdnoukhov, Alexei
Publisher:Berlin/Heidelberg: Springer-Verlag
Journal title:Stochastic environmental research and risk assessment, 2011-01, Vol.25 (1), p.51-66
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BETTER GENERIC OBJECTS COUNTING WHEN ASKING QUESTIONS TO IMAGES: A MULTITASK APPROACH FOR REMOTE SENSING VISUAL QUESTION ANSWERING
Author / Creator:Lobry, S. ; Marcos, D. ; Kellenberger, B. ; Tuia, D.
Publisher:Gottingen: Copernicus GmbH
Journal title:ISPRS annals of the photogrammetry, remote sensing and spatial information sciences, 2020-08, Vol.V-2-2020, p.1021-1027
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ArticlesFull Text
Cross-Modal Learning of Housing Quality in Amsterdam
Author / Creator:Levering, Alex ; Marcos, Diego ; Tuia, Devis
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-03
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Showing 1 to 20 of 95 results

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Perspectives in machine learning for wildlife conservation

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Kernel Manifold Alignment for Domain Adaptation

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Social media and deep learning capture the aesthetic quality of the landscape

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Detecting Building Changes between Airborne Laser Scanning and Photogrammetric Data

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Counting using deep learning regression gives value to ecological surveys

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Where the White Continent Is Blue: Deep Learning Locates Bare Ice in Antarctica

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Scalable semantic 3D mapping of coral reefs with deep learning

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21 000 birds in 4.5 h: efficient large‐scale seabird detection with machine learning

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Estimating Uncertainty of Point-Cloud Based Single-Tree Segmentation with Ensemble Based Filtering

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Regional uniqueness of tree species composition and response to forest loss and climate change

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Fine-grained population mapping from coarse census counts and open geodata

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Meta-learning to address diverse Earth observation problems across resolutions

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Mapping drivers of tropical forest loss with satellite image time series and machine learning

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Social media and deep learning reveal specific cultural preferences for biodiversity

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Prompt-guided and multimodal landscape scenicness assessments with vision-language models

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Towards Estimation of 3D Poses and Shapes of Animals from Oblique Drone Imagery

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Kernel Manifold Alignment for Domain Adaptation: e0148655

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Learning wind fields with multiple kernels

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BETTER GENERIC OBJECTS COUNTING WHEN ASKING QUESTIONS TO IMAGES: A MULTITASK APPROACH FOR REMOTE SENSING VISUAL QUESTION ANSWERING

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Cross-Modal Learning of Housing Quality in Amsterdam

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