Mr. Vladimir A. Krylov Profile

Vladimir A. Krylov

PhD Student Visitor

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Publications (4)

Proceedings Article | 10 February 2012 Paper

Multichannel hierarchical image classification using multivariate copulas

Aurélie Voisin, Vladimir Krylov, Gabriele Moser, Sebastiano Serpico, Josiane Zerubia

Proceedings Volume 8296, 82960K (2012) https://doi.org/10.1117/12.917298

KEYWORDS: Image classification, Synthetic aperture radar, Statistical analysis, Data modeling, RGB color model, Fused deposition modeling, Expectation maximization algorithms, Statistical modeling, Remote sensing, Radar

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Proceedings Article | 23 October 2010 Paper

Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas, and Markov random fields using textural features

Aurélie Voisin, Gabriele Moser, Vladimir Krylov, Sebastiano Serpico, Josiane Zerubia

Proceedings Volume 7830, 78300O (2010) https://doi.org/10.1117/12.865023

KEYWORDS: Synthetic aperture radar, Image classification, Expectation maximization algorithms, Image resolution, Feature extraction, Associative arrays, Statistical modeling, Magnetorheological finishing, Statistical analysis, Stochastic processes

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Proceedings Article | 27 January 2010 Paper

High resolution SAR-image classification by Markov random fields and finite mixtures

Gabriele Moser, Vladimir Krylov, Sebastiano Serpico, Josiane Zerubia

Proceedings Volume 7533, 753308 (2010) https://doi.org/10.1117/12.838594

KEYWORDS: Synthetic aperture radar, Expectation maximization algorithms, Image classification, Algorithm development, Associative arrays, Image resolution, Polarization, Polarimetry, Stochastic processes, Statistical modeling

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Proceedings Article | 3 February 2009 Paper

Dictionary-based probability density function estimation for high-resolution SAR data

Vladimir Krylov, Gabriele Moser, Sebastiano Serpico, Josiane Zerubia

Proceedings Volume 7246, 72460S (2009) https://doi.org/10.1117/12.816102

KEYWORDS: Synthetic aperture radar, Associative arrays, Scanning electron microscopy, Data modeling, Image resolution, Expectation maximization algorithms, Algorithm development, Statistical modeling, Stochastic processes, Statistical analysis

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