Collection
Special Issue on Machine Learning for Earth Observation Data
- Submission status
- Closed
Guest Editors: Dino Ienco, Thomas Corpetti, Minh-Tan Pham, Sebastien Lefevre, Roberto Interdonato
Editors
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Dino Ienco
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Thomas Corpetti
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Minh-Tan Pham
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Sebastien Lefevre
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Roberto Interdonato
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Articles (11 in this collection)
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Satellite derived bathymetry using deep learning
Authors (first, second and last of 6)
- Mahmoud Al Najar
- Grégoire Thoumyre
- Dennis G. Wilson
- Content type: OriginalPaper
- Published: 22 July 2021
- Pages: 1107 - 1130
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Scalable clustering of segmented trajectories within a continuous time framework: application to maritime traffic data
Authors (first, second and last of 4)
- Pierre Gloaguen
- Laetitia Chapel
- Romain Tavenard
- Content type: OriginalPaper
- Published: 12 July 2021
- Pages: 1975 - 2001
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Fully convolutional open set segmentation
Authors (first, second and last of 5)
- Hugo Oliveira
- Caio Silva
- Jefersson A. dos Santos
- Content type: OriginalPaper
- Published: 09 July 2021
- Pages: 1733 - 1784
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Weakly supervised change detection using guided anisotropic diffusion
Authors (first, second and last of 4)
- Rodrigo Caye Daudt
- Bertrand Le Saux
- Yann Gousseau
- Content type: OriginalPaper
- Published: 10 June 2021
- Pages: 2211 - 2237
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Inference over radiative transfer models using variational and expectation maximization methods
Authors (first, second and last of 6)
- Daniel Heestermans Svendsen
- Daniel Hernández-Lobato
- Gustau Camps-Valls
- Content type: OriginalPaper
- Published: 08 June 2021
- Pages: 921 - 937
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Multiscale principle of relevant information for hyperspectral image classification
Authors (first, second and last of 4)
- Yantao Wei
- Shujian Yu
- José C. PrÃncipe
- Content type: OriginalPaper
- Published: 02 June 2021
- Pages: 1227 - 1252
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Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing
Authors (first, second and last of 4)
- N. Karasiak
- J.-F. Dejoux
- D. Sheeren
- Content type: OriginalPaper
- Published: 26 April 2021
- Pages: 2715 - 2740
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Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study
Authors (first, second and last of 5)
- Javiera Castillo-Navarro
- Bertrand Le Saux
- Sébastien Lefèvre
- Content type: OriginalPaper
- Published: 14 April 2021
- Pages: 3125 - 3160
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A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping
Authors (first, second and last of 5)
- Benjamin Lucas
- Charlotte Pelletier
- François Petitjean
- Content type: OriginalPaper
- Published: 04 March 2021
- Pages: 1941 - 1973
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Forecasting upper atmospheric scalars advection using deep learning: an \(O_3\) experiment
Authors (first, second and last of 6)
- Luiz Angelo Steffenel
- Vagner Anabor
- Hassan Bencherif
- Content type: OriginalPaper
- Published: 04 March 2021
- Pages: 765 - 788