| 2025 | WACV | Multiresolution Fusion and Classification of Hyperspectral and Panchromatic Remote Sensing Images. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2024 | ICIP | Gabor Feature Network for Transformer-Based Building Change Detection Model in Remote Sensing. | Priscilla Indira Osa, Josiane Zerubia, Zoltan Kato |
| 2024 | ICPR | AYANet: A Gabor Wavelet-Based and CNN-Based Double Encoder for Building Change Detection in Remote Sensing. | Priscilla Indira Osa, Josiane Zerubia, Zoltan Kato |
| 2024 | ICPR | Probabilistic Fusion Framework Combining CNNs and Graphical Models for Multiresolution Satellite and UAV Image Classification. | Martina Pastorino, Gabriele Moser, Fabien Guerra, Sebastiano B. Serpico, Josiane Zerubia |
| 2024 | IGARSS | A Multiresolution Fusion Framework based on Probabilistic Graphical Modeling for Burnt Zones Mapping from Satellite and UAV Imagery. | Martina Pastorino, Gabriele Moser, Fabien Guerra, Sebastiano B. Serpico, Josiane Zerubia |
| 2023 | ICASSP | Enhanced GM-PHD Filter for Real Time Satellite Multi-Target Tracking. | Camilo Aguilar, Mathias Ortner, Josiane Zerubia |
| 2023 | IGARSS | Classification of Multimission SAR Images Based on Probabilistic Graphical Models and Convolutional Neural Networks. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2022 | ICASSP | 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 |
| 2022 | ICIP | Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2022 | ICPR | A Two-Stage Road Segmentation Approach for Remote Sensing Images. | Tianyu Li, Mary L. Comer, Josiane Zerubia |
| 2022 | IGARSS | Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2021 | IGARSS | Semantic Segmentation of Remote Sensing Images Combining Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks. | Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2020 | ICASSP | An Unsupervised Retinal Vessel Extraction and Segmentation Method Based On a Tube Marked Point Process Model. | Tianyu Li, Mary L. Comer, Josiane Zerubia |
| 2019 | ICIP | Feature Extraction and Tracking of CNN Segmentations for Improved Road Detection from Satellite Imagery. | Tianyu Li, Mary L. Comer, Josiane Zerubia |
| 2019 | ICIP | Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images. | Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano Bruno Serpico, Josiane Zerubia |
| 2019 | IGARSS | Joint Classification of Multiresolution and Multisensor Data Using a Multiscale Markov Mesh Model. | Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico |
| 2018 | ICIP | A Connected-Tube MPP Model for Object Detection with Application to Materials and Remotely-Sensed Images. | Tianyu Li, Mary L. Comer, Josiane Zerubia |
| 2016 | ICIP | Stochastic geometry for multiple object tracking in fluorescence microscopy. | Paula Craciun, Josiane Zerubia |
| 2016 | ICIP | Contextual multi-scale image classification on quadtree. | Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2015 | ICIP | Image-based evaluation of treatment responses of facial wrinkles using LDDMM registration and Gabor features. | Nazre Batool, Josiane Zerubia |
| 2015 | ICIP | Stochastic model for curvilinear structure reconstruction using morphological profiles. | Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia |
| 2015 | IGARSS | New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data. | Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2015 | WACV | Joint Detection and Tracking of Moving Objects Using Spatio-temporal Marked Point Processes. | Paula Craciun, Mathias Ortner, Josiane Zerubia |
| 2014 | ICIP | New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data. | Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico |
| 2014 | ICIP | Marked point process model for facial wrinkle detection. | Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia |
| 2014 | ICPR | A Multilayer Markovian Model for Change Detection in Aerial Image Pairs with Large Time Differences. | Praveer Singh, Zoltan Kato, Josiane Zerubia |
| 2014 | IGARSS | Towards efficient simulation of marked point process models for boat extraction from high resolution optical remotely sensed images. | Paula Craciun, Josiane Zerubia |
| 2014 | IGARSS | Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters. | Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano Bruno Serpico |
| 2013 | ICIP | Unsupervised marked point process model for boat extraction in harbors from high resolution optical remotely sensed images. | Paula Craciun, Josiane Zerubia |
| 2013 | ICIP | False discovery rate approach to image change detection. | Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia |
| 2013 | ICIP | Multi-scale analysis of skin hyper-pigmentation evolution. | Sylvain Prigent, Xavier Descombes, Didier Zugaj, Laurent Petit, Josiane Zerubia |
| 2012 | ICIP | Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test. | Vladimir A. Krylov, Gabriele Moser, Aurlie Voisin, Sebastiano B. Serpico, Josiane Zerubia |
| 2012 | IGARSS | Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. | Sebastiano B. Serpico, Lorenzo Bruzzone, Giovanni Corsini, William J. Emery, Paolo Gamba, Andrea Garzelli, Grgoire Mercier, Josiane Zerubia, Nicola Acito, Bruno Aiazzi, Francesca Bovolo, Fabio Dell'Acqua, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurlie Voisin, Claudia Zoppetti |
| 2012 | IGARSS | A comparison of texture and amplitude based unsupervised SAR image classifications for urban area extraction. | Koray Kayabol, Josiane Zerubia |
| 2011 | ICASSP | A novel algorithm for occlusions and perspective effects using a 3D object process. | Ahmed Gamal-Eldin, Xavier Descombes, Josiane Zerubia |
| 2011 | ICIP | A fast Multiple Birth and Cut algorithm using belief propagation. | Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia |
| 2011 | ICIP | SAR image classification with non-stationary Multinomial Logistic mixture of amplitude and texture densities. | Koray Kayabol, Aurlie Voisin, Josiane Zerubia |
| 2011 | ICIP | Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images. | Sylvain Prigent, Didier Zugaj, Xavier Descombes, Philippe Martel, Josiane Zerubia |
| 2011 | ICIP | Generating compact meshes under planar constraints: An automatic approach for modeling buildings from aerial LiDAR. | Yannick Verdie, Florent Lafarge, Josiane Zerubia |
| 2010 | ACCV | A Theoretical and Numerical Study of a Phase Field Higher-Order Active Contour Model of Directed Networks. | Aymen El Ghoul, Ian H. Jermyn, Josiane Zerubia |
| 2010 | ICIP | Multi-spectral image analysis for skin pigmentation classification. | Sylvain Prigent, Xavier Descombes, Didier Zugaj, Philippe Martel, Josiane Zerubia |
| 2010 | ICPR | Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles. | Csaba Benedek, Xavier Descombes, Josiane Zerubia |
| 2009 | ICIP | Object extraction from high resolution SAR images using a birth and death dynamics. | Fatih Arslan, Xavier Descombes, Josiane Zerubia |
| 2009 | ICIP | Multi-class SVM for forestry classification. | Mohamed Nabil Hajj Chehade, Jean-Guy Boureau, Claude Vidal, Josiane Zerubia |
| 2009 | IGARSS | Complex Wavelet Regularization for Solving Inverse Problems in Remote Sensing. | Mikael Carlavan, Pierre Weiss, Laure Blanc-Fraud, Josiane Zerubia |
| 2009 | WACV | Building extraction and change detection in multitemporal remotely sensed images with multiple birth and death dynamics. | Csaba Benedek, Xavier Descombes, Josiane Zerubia |
| 2008 | CVPR | Building reconstruction from a single DEM. | Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny |
| 2008 | ECCV | An Extended Phase Field Higher-Order Active Contour Model for Networks and Its Application to Road Network Extraction from VHR Satellite Images. | Ting Peng, Ian H. Jermyn, Vronique Prinet, Josiane Zerubia |
| 2008 | ICASSP | Satellite image reconstruction from an irregular sampling. | Eric Bughin, Laure Blanc-Fraud, Josiane Zerubia |
| 2008 | ICASSP | Automatic Flamingo detection using a multiple birth and death process. | Stig Descamps, Xavier Descombes, Arnaud Bechet, Josiane Zerubia |
| 2008 | ICPR | Phase diagram of a long bar under a higher-order active contour energy: Application to hydrographic network extraction from VHR satellite images. | Aymen El Ghoul, Ian H. Jermyn, Josiane Zerubia |
| 2007 | BMVC | A Phase Field Model Incorporating Generic and Specific Prior Knowledge Applied to Road Network Extraction from VHR Satellite Images. | Ting Peng, Ian H. Jermyn, Vronique Prinet, Josiane Zerubia, Bao-Gang Hu |
| 2007 | CBMI | Indexing Satellite Images with Features Computed from Man-Made Structures on the Earth's Surface. | Avik Bhattacharya, Michel Roux, Henri Matre, Ian H. Jermyn, Xavier Descombes, Josiane Zerubia |
| 2007 | ICASSP | A Hierarchical Finite-State Model for Texture Segmentation. | Giuseppe Scarpa, Michal Haindl, Josiane Zerubia |
| 2007 | ICIP | A Multi-Layer MRF Model for Object-Motion Detection in Unregistered Airborne Image-Pairs. | Csaba Benedek, Tams Szirnyi, Zoltan Kato, Josiane Zerubia |
| 2007 | ICIP | 3D City Modeling Based on Hidden Markov Model. | Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny |
| 2007 | IGARSS | Assessment of different classification algorithms for burnt land discrimination. | Olivier Zammit, Xavier Descombes, Josiane Zerubia |
| 2006 | ICASSP | Galaxy Filament Detection Using the Quality Candy Model. | Pierre Gernez, Xavier Descombes, Josiane Zerubia, ric Slezak, Albert Bijaoui |
| 2006 | ICASSP | An Automatic 3D City Model: A Bayesian Approach Using Satellite Images. | Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny |
| 2006 | ICASSP | Point Processes of Segments and Rectangles for Building Extraction from Digital Elevation Models. | Mathias Ortner, Xavier Descombes, Josiane Zerubia |
| 2006 | ICIP | An Automatic Building Reconstruction Method : A Structural Approach using High Resolution Satellite Images. | Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny |
| 2006 | ICPR | A Higher-Order Active Contour Model for Tree Detection. | Pter Horvth, Ian Jermyn, Josiane Zerubia, Zoltan Kato |
| 2006 | ICPR | 2D and 3D Vegetation Resource Parameters Assessment using Marked Point Processes. | Guillaume Perrin, Xavier Descombes, Josiane Zerubia |
| 2005 | ICASSP | A Restoration Method for Confocal Microscopy Using Complex Wavelet Transform. | Gemma Pons Bernad, Laure Blanc-Fraud, Josiane Zerubia |
| 2005 | ICCV | Phase Field Models and Higher-Order Active Contours. | Marie Rochery, Ian Jermyn, Josiane Zerubia |
| 2005 | ICIP | Texture-adaptive mother wavelet selection for texture analysis. | G. Charith K. Abhayaratne, Ian H. Jermyn, Josiane Zerubia |
| 2005 | ICIP | Textural kernel for SVM classification in remote sensing: application to forest fire detection and urban area extraction. | Florent Lafarge, Xavier Descombes, Josiane Zerubia |
| 2005 | ICIP | A marked point process model for tree crown extraction in plantations. | Guillaume Perrin, Xavier Descombes, Josiane Zerubia |
| 2005 | ICIP | New higher-order active contour energies for network extraction. | Marie Rochery, Ian H. Jermyn, Josiane Zerubia |
| 2004 | ICASSP | Texture analysis using probabilistic models of the unimodal and multimodal statistics of adaptive wavelet packet coefficients. | Roberto Cossu, Ian H. Jermyn, Josiane Zerubia |
| 2004 | ICASSP | Bayesian geometric model for line network extraction from satellite images. | Caroline Lacoste, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi |
| 2004 | ICIP | Texture analysis using adaptive biorthogonal wavelet packets. | G. Charith K. Abhayaratne, Ian Jermyn, Josiane Zerubia |
| 2004 | ICIP | Texture discrimination using multimodal wavelet packet subbands. | Roberto Cossu, Ian Jermyn, Josiane Zerubia |
| 2004 | ICIP | Segmentation of remote-sensing images by supervised TS-MRF. | Giovanni Poggi, Giuseppe Scarpa, Josiane Zerubia |
| 2004 | ICIP | Gap closure in (road) networks using higher-order active contours. | Marie Rochery, Ian Jermyn, Josiane Zerubia |
| 2004 | IGARSS | Finite mixture models and stochastic expectation-maximization for SAR amplitude probability density function estimation based on a dictionary of parametric families. | Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico |
| 2003 | BMVC | Adaptive Probabilistic Models of Wavelet Packets for the Analysis and Segmentation of Textured Remote Sensing Images. | Karen Brady, Ian H. Jermyn, Josiane Zerubia |
| 2003 | ICASSP | Building extraction from digital elevation models. | Mathias Ortner, Xavier Descombes, Josiane Zerubia |
| 2003 | ICIP | Texture analysis: an adaptive probabilistic approach. | Karen Brady, Ian Jermyn, Josiane Zerubia |
| 2003 | ICIP | Road network extraction in remote sensing by a Markov object process. | Caroline Lacoste, Xavier Descombes, Josiane Zerubia |
| 2003 | IGARSS | Urban scene rendering using object description. | F. Cerdat, Xavier Descombes, Josiane Zerubia |
| 2003 | IGARSS | Remotely sensed image segmentation using an object point process. | Sbastien Drot, Herv Le Men, Xavier Descombes, Josiane Zerubia |
| 2002 | ICASSP | Estimation of blur and noise parameters in remote sensing. | Andr Jalobeanu, Laure Blanc-Fraud, Josiane Zerubia |
| 2002 | ICIP | Satellite and aerial image deconvolution using an EM method with complex wavelets. | Andr Jalobeanu, Robert D. Nowak, Josiane Zerubia, Mrio A. T. Figueiredo |
| 2002 | ICIP | Fusion of radiometry and textural information for SIR-C image classification. | Oscar Viveros-Cancino, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi |
| 2002 | ICPR | Object Point Processes for Image Segmentation. | Sbastien Drot, Xavier Descombes, Herv Le Men, Josiane Zerubia |
| 2002 | ICPR | A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas. | Guillaume Rellier, Xavier Descombes, Josiane Zerubia, Frdric Falzon |
| 2001 | ICIP | Building detection by Markov object processes. | Laurent Garcin, Xavier Descombes, Josiane Zerubia, Herv Le Men |
| 2001 | ICIP | Image deconvolution using hidden Markov tree modeling of complex wavelet packets. | Andr Jalobeanu, Josiane Zerubia, Nick G. Kingsbury |
| 2000 | ICIP | Satellite Image Deconvolution Using Complex Wavelet Packets. | Andr Jalobeanu, Laure Blanc-Fraud, Josiane Zerubia |
| 2000 | ICIP | Deformation of a Cartographic Road Network on a Spot Satellite Image. | Guillaume Rellier, Xavier Descombes, Josiane Zerubia |
| 2000 | ICPR | Estimation of Adaptive Parameters for Satellite Image Deconvolution. | Andr Jalobeanu, Laure Blanc-Fraud, Josiane Zerubia |
| 2000 | ICPR | Fully Unsupervised Fuzzy Clustering with Entropy Criterion. | Anne Lorette, Xavier Descombes, Josiane Zerubia |
| 1999 | CVPR | Simultaneous Image Classification and Restoration Using a Variational Approach. | Christophe Samson, Laure Blanc-Fraud, Josiane Zerubia, Gilles Aubert |
| 1999 | ICASSP | Auxiliary functions and optimal scanning for road detection by dynamic programming. | Nicolas Merlet, Josiane Zerubia |
| 1999 | ICIP | Two Markov Point Processes for Simulating Line Networks. | Xavier Descombes, Radu Stoica, Josiane Zerubia |
| 1999 | ICIP | Texture Analysis Through Markov Random Fields: Urban Areas Extraction. | Anne Lorette, Xavier Descombes, Josiane Zerubia |
| 1998 | ICASSP | Denoising by extracting fractional order singularities. | Hassan Shekarforoush, Josiane Zerubia, Marc Berthod |
| 1998 | ICASSP | The two-dimensional Wold decomposition for segmentation and indexing in image libraries. | Radu Stoica, Josiane Zerubia, Joseph M. Francos |
| 1998 | ICIP | Unsupervised Deconvolution of Satellite Images. | Mustapha Khoumri, Laure Blanc-Fraud, Josiane Zerubia |
| 1998 | ICIP | Image Retrieval and Indexing: A Hierarchical Approach in Computing the Distance between Textured Images. | Radu Stoica, Josiane Zerubia, Joseph M. Francos |
| 1997 | CAIP | Multigrid MRF Based Picture Segmentation with Cellular Neural Networks. | Lszl Czni, Tams Szirnyi, Josiane Zerubia |
| 1997 | ICASSP | Generalized sampling without bandlimiting constraints. | Michael Unser, Josiane Zerubia |
| 1997 | ICIP | Super-Resolution with Adaptive Regularization. | Anne Lorette, Hassan Shekarforoush, Josiane Zerubia |
| 1997 | ICIP | Fully Bayesian image segmentation-an engineering perspective. | Robin D. Morris, Xavier Descombes, Josiane Zerubia |
| 1996 | CVPR | Subpixel Image Registration by Estimating the Polyphase Decomposition of Cross Power Spectrum. | Hassan Shekarforoush, Marc Berthod, Josiane Zerubia |
| 1995 | BMVC | Sub-pixel Reconstruction of a Variable Albedo Lambertian Surface. | Hassan Shekarforoush, Marc Berthod, Josiane Zerubia |
| 1995 | ICASSP | Unsupervised adaptive image segmentation. | Zoltan Kato, Josiane Zerubia, Marc Berthod, Wojciech Pieczynski |
| 1995 | ICCV | Unsupervised Parallel Image Classificiation Using a Hierarchical Markovian Model. | Zoltan Kato, Josiane Zerubia, Marc Berthod |
| 1995 | ICIP | 3D super-resolution using generalized sampling expansion. | Hassan Shekarforoush, Marc Berthod, Josiane Zerubia |
| 1994 | CVPR | Reconstruction of high resolution 3D visual information. | Marc Berthod, Hassan Shekarforoush, Michael Werman, Josiane Zerubia |
| 1994 | ICASSP | New prospects in line detection for remote sensing images. | Nicolas Merlet, Josiane Zerubia |
| 1994 | ICPR | A Markovian model for contour grouping. | Sabine Urago, Josiane Zerubia, Marc Berthod |
| 1994 | ICPR | Multi-temperature annealing: a new approach for the energy-minimization of hierarchical Markov random field models. | Josiane Zerubia, Zoltan Kato, Marc Berthod |
| 1993 | ICASSP | Parallel image classification using multiscale Markov random fields. | Zoltan Kato, Marc Berthod, Josiane Zerubia |
| 1993 | ICCV | Multiscale Markov random field models for parallel image classification. | Zoltan Kato, Marc Berthod, Josiane Zerubia |
| 1992 | ICASSP | Satellite image classification using a modified Metropolis dynamics. | Zoltan Kato, Josiane Zerubia, Marc Berthod |
| 1992 | ICPR | A cooperative network for contour grouping. | Frank Mangin, Marc Berthod, Josiane Zerubia |
| 1992 | ICPR | A universal knowledge-based imaging system for hazardous environments (UKIS). | Frits van der Putten, Josiane Zerubia |
| 1990 | ICASSP | Mean field approximation using compound Gauss-Markov random field for edge detection and image restoration. | Josiane Zerubia, Rama Chellappa |
| 1989 | ICASSP | Comparison of two ARMA estimators. | M. Isabel Ribeiro, Josiane Zerubia, Jos M. F. Moura, Grard Alengrin |
| 1988 | ICASSP | Performance evaluation of an ARMA estimator. | Josiane Zerubia, Grard Alengrin, Herv Rix |