Dr. Devis Tuia Profile

Dr. Devis Tuia

at Univ de Lausanne

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Author

Publications (5)

Proceedings Article | 21 October 2014 Paper

Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression

J. Stamenkovic, C. Notarnicola, N. Spindler, G. Cuozzo, G. Bertoldi, S. Della Chiesa, G. Niedrist, F. Greifeneder, D. Tuia, M. Borgeaud, J.-Ph. Thiran

Proceedings Volume 9243, 92430R (2014) https://doi.org/10.1117/12.2072828

KEYWORDS: Soil science, Synthetic aperture radar, MODIS, General packet radio service, Data processing, Data acquisition, Sensors, Composites, Control systems, Data modeling

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Proceedings Article | 27 October 2011 Paper

Transfer component analysis for domain adaptation in image classification

Giona Matasci, Michele Volpi, Devis Tuia, Mikhail Kanevski

Proceedings Volume 8180, 81800F (2011) https://doi.org/10.1117/12.898229

KEYWORDS: Feature extraction, Image classification, RGB color model, Principal component analysis, Statistical modeling, Remote sensing, Hyperspectral imaging, Image processing, Distance measurement, Associative arrays

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Proceedings Article | 23 October 2010 Paper

Unbiased query-by-bagging active learning for VHR image classification

Loris Copa, Devis Tuia, Michele Volpi, Mikhail Kanevski

Proceedings Volume 7830, 78300K (2010) https://doi.org/10.1117/12.864861

KEYWORDS: Remote sensing, Image classification, Statistical modeling, Nickel, Data modeling, Performance modeling, Image resolution, Image processing, Roads, Vegetation

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Proceedings Article | 23 October 2010 Paper

Unsupervised change detection by kernel clustering

Michele Volpi, Devis Tuia, Gustavo Camps-Valls, Mikhail Kanevski

Proceedings Volume 7830, 78300V (2010) https://doi.org/10.1117/12.864921

KEYWORDS: Remote sensing, Detection and tracking algorithms, Binary data, Statistical analysis, Image resolution, Expectation maximization algorithms, Chemical elements, Matrices, Image processing, Satellite imaging

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Proceedings Article | 9 October 2008 Paper

Mixed spectral-structural classification of very high resolution images with summation kernels

Devis Tuia, Frédéric Ratle

Proceedings Volume 7109, 710906 (2008) https://doi.org/10.1117/12.799860

KEYWORDS: Image classification, Image filtering, Vegetation, Image resolution, Remote sensing, Roads, Copper, Chromium, Matrices, Mathematical morphology

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