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Dr Vladimir Krylov

Position	Research Associate
Phone (external)	+44 (0)20 3108 3227
Phone (internal)	53227
Email(*)	v.krylov
Personal webpage	https://sites.google.com/site/vlkryl/
Themes	Stochastic Modelling and Time Series

* @ucl.ac.uk

Biographical Details

Vladimir A. Krylov is a Research Associate in the Department of Statistical Science at UCL since July 2012, working with Dr. James Nelson. Prior to that he has obtained the “specialist” (M.Sc.) degree in applied mathematics and computer science, and the “candidate of physico-mathematical sciences” (Ph.D.) degree in statistics both from the Lomonosov Moscow Stet University, Moscow, Russia, in 2007 and 2011, respectively. In 2011-2012 he has been a postdoctoral fellow at the National Institute for Research in Computer Science and Control (INRIA), Sophia Antipolis, France.

Research Interests

Statistical image and signal processing. In particular, statistical modeling, classification, and pattern recognition on medical and remotely sensed imagery.

Selected publications

• A. Voisin, V. Krylov, G. Moser, S. B. Serpico, J. Zerubia. "Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model". IEEE Geoscience and Remote Sensing Letters. Vol. 10, no. 1. Pp. 96-100. January 2013.
• V. Krylov, G. Moser, S. B. Serpico, J. Zerubia. "Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas". IEEE Journal of Selected Topics in Signal Processing. Vol. 5, no. 3. Pp. 554-566. June 2011.
• V. Krylov, G. Moser, S. B. Serpico, J. Zerubia. "Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data". IEEE Geoscience and Remote Sensing Letters. Vol. 8, no. 1. Pp. 148-152. January 2011.