International journal

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]

International conference proceedings

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]

National conference proceedings

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]

Ph.D. Thesis

A. Voisin. "Classification supervisée d'images d'observation de la Terre à haute résolution par utilisation de méthodes markoviennes". Defended in October 2012. [pdf]

Research reports

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]