PhD student DGA/INRIA
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, 10(1), pp 96-100, 2013. [pdf]
V. Krylov, G. Moser, A. Voisin, S. B. Serpico, J. Zerubia. "Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test", IEEE International Conference on Image Processing (ICIP'12), Orlando (USA), September 30 - October 3, 2012. [pdf]
A. Voisin, V. Krylov, G. Moser, S. B. Serpico, J. Zerubia. "Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model", European Signal Processing Conference (EUSIPCO'12), Bucharest (Romania), August 27-31, 2012. [pdf]
A. Voisin, V. Krylov, G. Moser, S. B. Serpico, J. Zerubia. "Multichannel hierarchical image classification using multivariate copulas", IS&T/SPIE Electronic Imaging 2012, Proc. of SPIE, volume 8296, 82960K, San Francisco (USA), January 22-26, 2012. [pdf]
K. Kayabol, A. Voisin and J. Zerubia. "SAR image classification with non-stationary multinomial logistic mixture of amplitude and texture densities", in Proc. IEEE International Conference on Image Processing (ICIP), Brussels (Belgium), 2011. [pdf]
A. Voisin, G. Moser, V. Krylov, S. B. Serpico, J. Zerubia. "Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas and Markov random fields using textural features", SPIE Symposium on Remote Sensing 2010, Proc. of SPIE, volume 7830, 78300O, Toulouse (France), September 20-23, 2010. [pdf]
A. Voisin, V. Krylov, G. Moser, S. B. Serpico, J. Zerubia. "Multiscale classification of very high resolution SAR images of urban areas by Markov random fields, copula functions, and texture extraction", Riunione annuale dell'associazione Gruppo nazionale Telecomunicazioni e Tecnologie dell'Informazione (GTTI), Cagliari (Italy), June 25-27, 2012. [pdf]
A. Voisin, V. Krylov, J. Zerubia. "Classification bayésienne supervisée d’images RSO de zones urbaines à très haute résolution", GRETSI Symposium on Signal and Image Processing, Bordeaux (France), September 5-8, 2011. [pdf]
A. Voisin. "Classification supervisée d'images d'observation de la Terre à haute résolution par utilisation de méthodes markoviennes". Defended in October 2012. [pdf]
A. Voisin, V. Krylov, G. Moser, S. B. Serpico, J. Zerubia. "Classification of very high resolution SAR images of urban areas". Research Report 7758, INRIA Sophia Antipolis, France, October 2011. [pdf]