Search - Archive ouverte HAL Access content directly

Filter your results

80 Results
Image document

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
Image document

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
IEEE Geoscience and Remote Sensing Letters, 2013, 10 (1), pp.96-100. ⟨10.1109/LGRS.2012.2193869⟩
Journal articles hal-00723280v1
Image document

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
Image document

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
Image document

Semantic Segmentation of Sar Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models

Martina Pastorino , Gabriele Moser , Sebastiano Serpico , Josiane Zerubia
IEEE IGARSS 2022- International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur / Virtual, Malaysia. ⟨10.1109/IGARSS46834.2022.9883111⟩
Conference papers hal-03655029v1
Image document

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
Image document

Unsupervised amplitude and texture classification of SAR images with multinomial latent model

Koray Kayabol , Josiane Zerubia
IEEE Transactions on Image Processing, 2013, 22 (2), pp.561-572. ⟨10.1109/TIP.2012.2219545⟩
Journal articles hal-00745387v1
Image document

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
Image document

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
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.1-16. ⟨10.1109/TGRS.2022.3141996⟩
Journal articles hal-03534026v1
Image document

Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification

Martina Pastorino , Gabriele Moser , Sebastiano B Serpico , Josiane Zerubia
EUSIPCO 2021 - 29th IEEE European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland. ⟨10.23919/EUSIPCO54536.2021.9616179⟩
Conference papers hal-03252999v1

Quand le traitement d’images participe à la gestion des ressources naturelles

Josiane Zerubia , Joanna Jongwane
Interstices, 2008
Journal articles hal-01350248v1
Image document

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

Mathematical Models for Remote Sensing Image Processing

Gabriele Moser , Josiane Zerubia
Moser, Gabriele; Zerubia, Josiane. Springer, pp.1-441, 2018, Signals and Communications Technology, 978-3-319-66328-9. ⟨10.1007/978-3-319-66330-2⟩
Books hal-01419170v1
Image document

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
Image document

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
Image document

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
Image document

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
ISPRS 2020 - XXIV International Society of Photogrammetry and Remote Sensing Congress, Aug 2020, Nice / Virtual, France. pp.1219-1227, ⟨10.5194/isprs-archives-XLIII-B3-2020-1219-2020⟩
Conference papers hal-02982510v1
Image document

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
ICASSP 2022 - IEEE International Conference on Acoustics, Speech, & Signal Processing, IEEE, May 2022, Singapore/Hybrid, Singapore. ⟨10.1109/ICASSP43922.2022.9747007⟩
Conference papers hal-03577214v2
Image document

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

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
Image document

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
Image document

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
IEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (6), pp.3346-3358. ⟨10.1109/TGRS.2013.2272581⟩
Journal articles hal-00841234v1
Image document

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
Image document

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
Image document

Wavelet-based restoration methods: application to 3D confocal microscopy images

Caroline Chaux , Laure Blanc-Féraud , Josiane Zerubia
SPIE 2007 Wavelets XII, Aug 2007, San Diego, CA, United States. pp.67010E, ⟨10.1117/12.731438⟩
Conference papers hal-00733457v1
Image document

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
Image document

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
Image document

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
Image document

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
Image document

Adaptive birth for the GLMB filter for object tracking in satellite videos

Camilo Aguilar , Mathias Ortner , Josiane Zerubia
MLSP 2022 - IEEE International workshop on machine learning for signal processing, Aug 2022, Xi'an, China. ⟨10.1109/MLSP55214.2022.9943411⟩
Conference papers hal-03715704v1