Processus ponctuels et réseaux de neurones convolutifs pour la détection de véhicules dans des images de télédétection
Jules Mabon
,
Mathias Ortner
,
Josiane Zerubia
ORASIS 2021 - 18èmes Journées francophones des jeunes chercheurs en vision par ordinateur , Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers
hal-03339656v1
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Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model
Aurélie Voisin
,
Vladimir A. Krylov
,
Gabriele Moser
,
Sebastiano B. Serpico
,
Josiane Zerubia
Journal articles
hal-00723280v1
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Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model
Aurélie Voisin
,
Vladimir A. Krylov
,
Gabriele Moser
,
Sebastiano B. Serpico
,
Josiane Zerubia
Eusipco - 20th European Signal Processing Conference , Aug 2012, Bucarest, Romania
Conference papers
hal-00723286v1
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Unsupervised Learning of Generalized Gamma Mixture Model with Application in Statistical Modeling of High-Resolution SAR Images
Heng-Chao Li
,
Vladimir A. Krylov
,
Ping-Zhi Fan
,
Josiane Zerubia
,
William J. Emery
IEEE Transactions on Geoscience and Remote Sensing , 2016, 54 (4), pp.2153-2170
Journal articles
hal-01217654v1
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Semantic Segmentation of Sar Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models
Martina Pastorino
,
Gabriele Moser
,
Sebastiano Serpico
,
Josiane Zerubia
Conference papers
hal-03655029v1
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A novel algorithm of occlusions and perspective effects using a 3D object process
Ahmed Gamal Eldin
,
Xavier Descombes
,
Josiane Zerubia
ICASSP 2011 (International Conference on Acoustics, Speech and Signal Processing) , May 2011, Prague, Czech Republic
Conference papers
inria-00592449v1
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Unsupervised amplitude and texture classification of SAR images with multinomial latent model
Koray Kayabol
,
Josiane Zerubia
Journal articles
hal-00745387v1
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Feature extraction and tracking of CNN segmentations for improved road detection from satellite imagery
Tianyu Li
,
Mary Comer
,
Josiane Zerubia
ICIP 2019 - IEEE International Conference on Image Processing , Sep 2019, Taipei, Taiwan
Conference papers
hal-01813781v2
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Semantic Segmentation of Remote Sensing Images through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models
Martina Pastorino
,
Gabriele Moser
,
Sebastiano B Serpico
,
Josiane Zerubia
Journal articles
hal-03534026v1
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Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification
Martina Pastorino
,
Gabriele Moser
,
Sebastiano B Serpico
,
Josiane Zerubia
Conference papers
hal-03252999v1
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Quand le traitement d’images participe à la gestion des ressources naturelles
Josiane Zerubia
,
Joanna Jongwane
Interstices , 2008
Journal articles
hal-01350248v1
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A Nonlinear Entropic Variational Model for Image Filtering
A Ben Hamza
,
Hamid Krim
,
Josiane Zerubia
EURASIP Journal on Advances in Signal Processing , 2004, 2004 (16), pp.540425
Journal articles
hal-00784485v1
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Mathematical Models for Remote Sensing Image Processing
Gabriele Moser
,
Josiane Zerubia
Books
hal-01419170v1
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An Unsupervised Retinal Vessel Extraction and Segmentation Method Based On a Tube Marked Point Process Model
Tianyu Li
,
Mary Comer
,
Josiane Zerubia
ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing , May 2020, Barcelona / Virtual, Spain. pp.1394-1398,
⟨10.1109/ICASSP40776.2020.9054023⟩
Conference papers
hal-02981811v1
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Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters
Ihsen Hedhli
,
Gabriele Moser
,
Josiane Zerubia
,
Sebastiano B. Serpico
IEEE IGARSS - International Geoscience and Remote Sensing Symposium , Jul 2014, Québec, Canada
Conference papers
hal-01022380v1
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Multi-resolution Classification of Urban Areas Using Hierarchical Symmetric Markov Mesh Models
Ihsen Hedhli
,
Gabriele Moser
,
Sebastiano B Serpico
,
Josiane Zerubia
IEEE GRS/ISPRS Joint Urban Remote Sensing Event (JURSE) , Mar 2017, Dubai, United Arab Emirates
Conference papers
hal-01415568v1
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Generative adversarial networks as a novel approach for tectonic fault and fracture extraction in high resolution satellite and airborne optical images
Bahram Jafrasteh
,
Isabelle Manighetti
,
Josiane Zerubia
Conference papers
hal-02982510v1
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An enhanced deep learning approach for tectonic fault and fracture extraction in very high resolution optical images
Bilel Kanoun
,
Mohamed Abderrazak Cherif
,
Isabelle Manighetti
,
Yuliya Tarabalka
,
Josiane Zerubia
Conference papers
hal-03577214v2
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Synthetic Aperture Radar Image Classification via Mixture Approaches
Vladimir Krylov
,
Josiane Zerubia
IEEE International Conference on Microwaves, Communications, Antennas and Electronic Systems (COMCAS) , Nov 2011, Tel Aviv, Israel
Conference papers
inria-00625551v1
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Deconvolution and denoising for computational microscopy
Praveen Pankajakshan
,
Gilbert Engler
,
Laure Blanc-Féraud
,
Josiane Zerubia
F. Cazals, P. kornprobst. Modeling in Computational Biology and Biomedecine. A Multidisciplinary Endeavor , XXVI, Springer, pp.117-164, 2013
Book sections
hal-00766226v1
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A fast multiple birth and cut algorithm using belief propagation
Ahmed Gamal Eldin
,
Xavier Descombes
,
Guillaume Charpiat
,
Josiane Zerubia
ICIP 2011 (International Conference on Image Processing) , Sep 2011, Bruxelles, Belgium
Conference papers
inria-00592446v1
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Supervised Classification of Multi-sensor and Multi-resolution Remote Sensing Images with a Hierarchical Copula-based Approach
Aurélie Voisin
,
Vladimir Krylov
,
Gabriele Moser
,
Sebastiano B. Serpico
,
Josiane Zerubia
Journal articles
hal-00841234v1
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Morphological road segmentation in urban areas from high resolution satellite images
Raffaele Gaetano
,
Josiane Zerubia
,
Giuseppe Scarpa
,
Giovanni Poggi
International Conference on Digital Signal Processing , 2011, Corfu, Greece
Conference papers
inria-00618222v1
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Classification of very high resolution SAR images of urban areas
Aurélie Voisin
,
Vladimir Krylov
,
Gabriele Moser
,
Sebastiano B. Serpico
,
Josiane Zerubia
[Research Report] RR-7758, INRIA. 2011
Reports
inria-00631038v1
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Wavelet-based restoration methods: application to 3D confocal microscopy images
Caroline Chaux
,
Laure Blanc-Féraud
,
Josiane Zerubia
Conference papers
hal-00733457v1
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Towards efficient simulation of marked point process models for boat extraction from high resolution optical remotely sensed images
Paula Craciun
,
Josiane Zerubia
IEEE IGARSS - International Geoscience and Remote Sensing Symposium , Jul 2014, Quebec, Canada
Conference papers
hal-01016874v1
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Multichannel hierarchical image classification using multivariate copulas
Aurélie Voisin
,
Vladimir A. Krylov
,
Gabriele Moser
,
Sebastiano B. Serpico
,
Josiane Zerubia
IS&T/SPIE Electronic Imaging - Computational Imaging X , Jan 2012, San Francisco, United States.
⟨10.1117/12.917298⟩
Conference papers
hal-00667187v1
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On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation
Vladimir Krylov
,
Gabriele Moser
,
Sebastiano B. Serpico
,
Josiane Zerubia
IEEE Transactions on Image Processing , 2013, 22 (10), pp.3791-3806
Journal articles
hal-00820782v1
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Joint detection and tracking of moving objects using spatio-temporal marked point processes
Paula Craciun
,
Mathias Ortner
,
Josiane Zerubia
IEEE Winter Conference on Applications of Computer Vision , Jan 2015, Hawaii, United States
Conference papers
hal-01104981v1
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Adaptive birth for the GLMB filter for object tracking in satellite videos
Camilo Aguilar
,
Mathias Ortner
,
Josiane Zerubia
Conference papers
hal-03715704v1
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