ZERUBIA, JOSIANE
ZERUBIA, JOSIANE
100026 - Dipartimento di Ingegneria navale, elettrica, elettronica e delle telecomunicazioni
A causal hierarchical markov framework for the classification of multiresolution and multisensor remote sensing images
2020-01-01 Montaldo, A.; Fronda, L.; Hedhli, I.; Moser, G.; Serpico, S. B.; Zerubia, J.
Classification of Multimission SAR Images Based on Probabilistic Graphical Models and Convolutional Neural Networks
2023-01-01 Pastorino, M.; Moser, G.; Serpico, S. B.; Zerubia, J.
Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas and Markov random fields using textural features
2010-01-01 Voisin, A.; Moser, Gabriele; Krylov, Vladimir; Serpico, Sebastiano; Zerubia, Josiane
Contextual multi-scale image classification on quadtree
2016-01-01 Hedhli, Ihsen; Moser, Gabriele; Serpico, Sebastiano; Zerubia, Josiane
Dictionary-based probability density function estimation for high-resolution SAR data
2009-01-01 Krylov, Vladimir; Moser, Gabriele; Serpico, Sebastiano; Zerubia, Josiane
False discovery rate approach to image change detection
2013-01-01 Krylov, Vladimir; Moser, Gabriele; Serpico, Sebastiano; Zerubia, Josiane
Finite mixture models and stochastic expectation-maximization for SAR amplitude probability density function estimation based on a dictionary of parametric families
2004-01-01 Moser, Gabriele; Zerubia, Josiane; Serpico, Sebastiano
FULLY CONVOLUTIONAL AND FEEDFORWARD NETWORKS FOR THE SEMANTIC SEGMENTATION OF REMOTELY SENSED IMAGES
2022-01-01 Pastorino, M.; Moser, G.; Serpico, S. B.; Zerubia, J.
Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters
2014-01-01 Hedhli, Ihsen; Moser, Gabriele; Serpico, Sebastiano; Zerubia, Josiane
Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification
2021-01-01 Pastorino, M.; Moser, G.; Serpico, S. B.; Zerubia, J.
High resolution SAR-image classification by Markov random fields and finite mixtures
2010-01-01 Moser, Gabriele; Krylov, Vladimir; Serpico, Sebastiano; Zerubia, Josiane
Multichannel hierarchical image classification using multivariate copulas
2012-01-01 Voisin, A.; Krylov, Vladimir; Moser, Gabriele; Serpico, Sebastiano; Zerubia, Josiane
Multichannel SAR image classification by finite mixtures, copula theory and Markov random fields
2010-01-01 Krylov, Vladimir; Moser, Gabriele; Serpico, Sebastiano; Zerubia, Josiane
New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data
2015-01-01 Hedhli, Ihsen; Moser, Gabriele; Serpico, Sebastiano; Zerubia, Josiane
New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data
2014-01-01 Hedhli, Ihsen; Moser, Gabriele; Serpico, Sebastiano; Zerubia, Josiane
SAR amplitude probability density function estimation based on a generalized Gaussian scattering model
2004-01-01 Moser, Gabriele; Zerubia, Josiane; Serpico, Sebastiano
SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES COMBINING HIERARCHICAL PROBABILISTIC GRAPHICAL MODELS AND DEEP CONVOLUTIONAL NEURAL NETWORKS
2021-01-01 Pastorino, M.; Moser, G.; Serpico, S. B.; Zerubia, J.
Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models
2022-01-01 Pastorino, M.; Moser, G.; Serpico, S. B.; Zerubia, J.