Postdoc, INRIA Sophia Antipolis
Keywords: Markov Random Fields, Parameter Estimation, Texture, Classification Contact: |
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Last publications:
2018
Book sections
- ref_biblio
- Jon Atli Benediktsson, Gabriele Cavallaro, Falco Nicola, Ihsen Hedhli, Vladimir Krylov, et al.. Remote sensing data fusion: Markov models and mathematical morphology for multisensor, multiresolution, and multiscale image classification. Mathematical Models for Remote Sensing Image Processing: Models and methods for the analysis of 2D satellite and aerial images, Springer, pp.277-323, 2018, ⟨10.1007/978-3-319-66330-2_7⟩. ⟨hal-01632949⟩
- Accès au bibtex
2014
Journal articles
- ref_biblio
- Aurélie Voisin, Vladimir Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia. Supervised Classification of Multi-sensor and Multi-resolution Remote Sensing Images with a Hierarchical Copula-based Approach. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (6), pp.3346-3358. ⟨10.1109/TGRS.2013.2272581⟩. ⟨hal-00841234⟩
- Accès au texte intégral et bibtex
2013
Journal articles
- ref_biblio
- Vladimir Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia. On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation. IEEE Transactions on Image Processing, 2013, 22 (10), pp.3791-3806. ⟨hal-00820782⟩
- Accès au texte intégral et bibtex
Conference papers
- ref_biblio
- Vladimir Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia. False discovery rate approach to image change detection. IEEE International Conf. on Image Processing (ICIP), Sep 2013, Melbourne, Australia. ⟨hal-00841236⟩
- Accès au texte intégral et bibtex
2012
Conference papers
- ref_biblio
- Vladimir Krylov, Gabriele Moser, Aurélie Voisin, Sebastiano B. Serpico, Josiane Zerubia. Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test. IEEE International Conference on Image Processing 2012, Sep 2012, Orlando, United States. ⟨hal-00724284⟩
- Accès au texte intégral et bibtex
- ref_biblio
- Sebastiano Serpico, Lorenzo Bruzzone, Giovanni Corsini, William J. Emery, Paolo Gamba, et al.. Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. IEEE IGARSS – International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. ⟨hal-00729089⟩
- Accès au texte intégral et bibtex
- ref_biblio
- Aurélie Voisin, Vladimir Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia. Multiscale classification of very high resolution SAR images of urban areas by Markov random fields, copula functions, and texture extraction. GTTI – Riunione annuale dell’associazione Gruppo nazionale Telecomunicazioni e Tecnologie dell’Informazione, Jun 2012, Cagliari, Italy. ⟨hal-00727404⟩
- Accès au texte intégral et bibtex
Book sections
- ref_biblio
- Vladimir Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia. Probability Density Function Estimation for Classification of High Resolution SAR Images. C. Chen. Signal Processing for Remote Sensing, Second Edition, Taylor & Francis, pp.339-363, 2012, 9781439855966. ⟨hal-00729044⟩
- Accès au texte intégral et bibtex