Performance evaluation of an ARMA estimator. - Josiane Zerubia; Gérard Alengrin; Hervé Rix (ICASSP, 1988)

Comparison of two ARMA estimators. - M. Isabel Ribeiro; Josiane Zerubia; José M. F. Moura; Gérard Alengrin (ICASSP, 1989)

Mean field approximation using compound Gauss-Markov random field for edge detection and image restoration. - Josiane Zerubia; Rama Chellappa (ICASSP, 1990)

Estimation of ARMA(p, q) parameters. - Josiane Zerubia; Gérard Alengrin (Signal Process., 1991)

Satellite image classification using a modified Metropolis dynamics. - Zoltan Kato; Josiane Zerubia; Marc Berthod (ICASSP, 1992)

A cooperative network for contour grouping. - Frank Mangin; Marc Berthod; Josiane Zerubia (ICPR (3), 1992)

A universal knowledge-based imaging system for hazardous environments (UKIS). - Frits van der Putten; Josiane Zerubia (ICPR (1), 1992)

Parallel image classification using multiscale Markov random fields. - Zoltan Kato; Marc Berthod; Josiane Zerubia (ICASSP (5), 1993)

Multiscale Markov random field models for parallel image classification. - Zoltan Kato; Marc Berthod; Josiane Zerubia (ICCV, 1993)

Mean field annealing using compound Gauss-Markov random fields for edge detection and image estimation. - Josiane Zerubia; Rama Chellappa (IEEE Trans. Neural Networks, 1993)

Reconstruction of high resolution 3D visual information. - Marc Berthod; Hassan Shekarforoush; Michael Werman; Josiane Zerubia (CVPR, 1994)

New prospects in line detection for remote sensing images. - Nicolas Merlet; Josiane Zerubia (ICASSP (5), 1994)

Multi-temperature annealing: a new approach for the energy-minimization of hierarchical Markov random field models. - Josiane Zerubia; Zoltan Kato; Marc Berthod (ICPR (1), 1994)

Sub-pixel Reconstruction of a Variable Albedo Lambertian Surface. - Hassan Shekarforoush; Marc Berthod; Josiane Zerubia (BMVC, 1995)

Unsupervised adaptive image segmentation. - Zoltan Kato; Josiane Zerubia; Marc Berthod; Wojciech Pieczynski (ICASSP, 1995)

Unsupervised Parallel Image Classificiation Using a Hierarchical Markovian Model. - Zoltan Kato; Josiane Zerubia; Marc Berthod (ICCV, 1995)

3D super-resolution using generalized sampling expansion. - Hassan Shekarforoush; Marc Berthod; Josiane Zerubia (ICIP, 1995)

A Markovian model for contour grouping. - Sabine Urago; Josiane Zerubia; Marc Berthod (Pattern Recognit., 1995)

DPA: a deterministic approach to the MAP problem. - Marc Berthod; Zoltan Kato; Josiane Zerubia (IEEE Trans. Image Process., 1995)

Subpixel Image Registration by Estimating the Polyphase Decomposition of Cross Power Spectrum. - Hassan Shekarforoush; Marc Berthod; Josiane Zerubia (CVPR, 1996)

A Hierarchical Markov Random Field Model and Multitemperature Annealing for Parallel Image Classification. - Zoltan Kato; Marc Berthod; Josiane Zerubia (CVGIP Graph. Model. Image Process., 1996)

Sub-pixel Bayesian estimation of albedo and height. - Hassan Shekarforoush; Marc Berthod; Josiane Zerubia; Michael Werman (Int. J. Comput. Vis., 1996)

Bayesian image classification using Markov random fields. - Marc Berthod; Zoltan Kato; Shan Yu; Josiane Zerubia (Image Vis. Comput., 1996)

New Prospects in Line Detection by Dynamic Programming. - Nicolas Merlet; Josiane Zerubia (IEEE Trans. Pattern Anal. Mach. Intell., 1996)

Multigrid MRF Based Picture Segmentation with Cellular Neural Networks. - László Czúni; Tamás Szirányi; Josiane Zerubia (CAIP, 1997)

Maximum Likelihood Estimation of Markov Random Field Parameters Using Markov Chain Monte Carlo Algorithms. - Xavier Descombes; Robin D. Morris; Josiane Zerubia; Marc Berthod (EMMCVPR, 1997)

Generalized sampling without bandlimiting constraints. - Michael Unser; Josiane Zerubia (ICASSP, 1997)

Super-Resolution with Adaptive Regularization. - Anne Lorette; Hassan Shekarforoush; Josiane Zerubia (ICIP (1), 1997)

Fully Bayesian image segmentation-an engineering perspective. - Robin D. Morris; Xavier Descombes; Josiane Zerubia (ICIP (3), 1997)

Generalized sampling: stability and performance analysis. - Michael Unser; Josiane Zerubia (IEEE Trans. Signal Process., 1997)

Segmentation of urban areas in spot images using MRF. - F. Richard; Frédéric Falzon; Josiane Zerubia; Gérard Giraudon (EUSIPCO, 1998)

Denoising by extracting fractional order singularities. - Hassan Shekarforoush; Josiane Zerubia; Marc Berthod (ICASSP, 1998)

The two-dimensional Wold decomposition for segmentation and indexing in image libraries. - Radu Stoica; Josiane Zerubia; Joseph M. Francos (ICASSP, 1998)

Unsupervised Deconvolution of Satellite Images. - Mustapha Khoumri; Laure Blanc-Féraud; Josiane Zerubia (ICIP (2), 1998)

Image Retrieval and Indexing: A Hierarchical Approach in Computing the Distance between Textured Images. - Radu Stoica; Josiane Zerubia; Joseph M. Francos (ICIP (2), 1998)

Simultaneous Image Classification and Restoration Using a Variational Approach. - Christophe Samson; Laure Blanc-Féraud; Josiane Zerubia; Gilles Aubert (CVPR, 1999)

Hyperparameter Estimation for Satellite Image Restoration by a MCMCML Method. - André Jalobeanu; Laure Blanc-Féraud; Josiane Zerubia (EMMCVPR, 1999)

Auxiliary functions and optimal scanning for road detection by dynamic programming. - Nicolas Merlet; Josiane Zerubia (ICASSP, 1999)

Two Markov Point Processes for Simulating Line Networks. - Xavier Descombes; Radu Stoica; Josiane Zerubia (ICIP (2), 1999)

Texture Analysis Through Markov Random Fields: Urban Areas Extraction. - Anne Lorette; Xavier Descombes; Josiane Zerubia (ICIP (4), 1999)

Unsupervised parallel image classification using Markovian models. - Zoltan Kato; Josiane Zerubia; Marc Berthod (Pattern Recognit., 1999)

Estimation of Markov random field prior parameters using Markov chain Monte Carlo maximum likelihood. - Xavier Descombes; Robin D. Morris; Josiane Zerubia; Marc Berthod (IEEE Trans. Image Process., 1999)

Satellite Image Deconvolution Using Complex Wavelet Packets. - André Jalobeanu; Laure Blanc-Féraud; Josiane Zerubia (ICIP, 2000)

Deformation of a Cartographic Road Network on a Spot Satellite Image. - Guillaume Rellier; Xavier Descombes; Josiane Zerubia (ICIP, 2000)

Estimation of Adaptive Parameters for Satellite Image Deconvolution. - André Jalobeanu; Laure Blanc-Féraud; Josiane Zerubia (ICPR, 2000)

Fully Unsupervised Fuzzy Clustering with Entropy Criterion. - Anne Lorette; Xavier Descombes; Josiane Zerubia (ICPR, 2000)

Texture Analysis through a Markovian Modelling and Fuzzy Classification: Application to Urban Area Extraction from Satellite Images. - Anne Lorette; Xavier Descombes; Josiane Zerubia (Int. J. Comput. Vis., 2000)

A Level Set Model for Image Classification. - Christophe Samson; Laure Blanc-Féraud; Gilles Aubert; Josiane Zerubia (Int. J. Comput. Vis., 2000)

A Variational Model for Image Classification and Restoration. - Christophe Samson; Laure Blanc-Féraud; Gilles Aubert; Josiane Zerubia (IEEE Trans. Pattern Anal. Mach. Intell., 2000)

Image Segmentation Using Markov Random Field Model in Fully Parallel Cellular Network Architectures. - Tamás Szirányi; Josiane Zerubia; László Czúni; David Geldreich; Zoltan Kato (Real Time Imaging, 2000)

Two Variational Models for Multispectral Image Classification. - Christophe Samson; Laure Blanc-Féraud; Gilles Aubert; Josiane Zerubia (EMMCVPR, 2001)

Building detection by Markov object processes. - Laurent Garcin; Xavier Descombes; Josiane Zerubia; Hervé Le Men (ICIP (2), 2001)

Image deconvolution using hidden Markov tree modeling of complex wavelet packets. - André Jalobeanu; Josiane Zerubia; Nick G. Kingsbury (ICIP (1), 2001)

A RJMCMC Algorithm for Object Processes in Image Processing. - Xavier Descombes; Radu Stoica; Laurent Garcin; Josiane Zerubia (Monte Carlo Methods Appl., 2001)

Unsupervised segmentation of textured satellite and aerial images with Bayesian methods. - Simon P. Wilson 001; Josiane Zerubia (EUSIPCO, 2002)

Image processing for high resolution satellite and aerial data. - Josiane Zerubia (EUSIPCO, 2002)

Estimation of blur and noise parameters in remote sensing. - André Jalobeanu; Laure Blanc-Féraud; Josiane Zerubia (ICASSP, 2002)

Satellite and aerial image deconvolution using an EM method with complex wavelets. - André Jalobeanu; Robert D. Nowak; Josiane Zerubia; Mário A. T. Figueiredo (ICIP (1), 2002)

Fusion of radiometry and textural information for SIR-C image classification. - Oscar Viveros-Cancino; Xavier Descombes; Josiane Zerubia; Nicolas N. Baghdadi (ICIP (3), 2002)

Object Point Processes for Image Segmentation. - Sébastien Drot; Xavier Descombes; Hervé Le Men; Josiane Zerubia (ICPR (2), 2002)

A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas. - Guillaume Rellier; Xavier Descombes; Josiane Zerubia; Frédéric Falzon (ICPR (1), 2002)

Hyperparameter estimation for satellite image restoration using a MCMC maximum-likelihood method. - André Jalobeanu; Laure Blanc-Féraud; Josiane Zerubia (Pattern Recognit., 2002)

Local registration and deformation of a road cartographic database on a SPOT satellite image. - Guillaume Rellier; Xavier Descombes; Josiane Zerubia (Pattern Recognit., 2002)

Marked point process in image analysis. - Xavier Descombes; Josiane Zerubia (IEEE Signal Process. Mag., 2002)

Extension of phase correlation to subpixel registration. - Hassan Foroosh; Josiane Zerubia; Marc Berthod (IEEE Trans. Image Process., 2002)

Adaptive Probabilistic Models of Wavelet Packets for the Analysis and Segmentation of Textured Remote Sensing Images. - Karen Brady; Ian H. Jermyn; Josiane Zerubia (BMVC, 2003)

Building extraction from digital elevation models. - Mathias Ortner; Xavier Descombes; Josiane Zerubia (ICASSP (3), 2003)

Texture analysis: an adaptive probabilistic approach. - Karen Brady; Ian Jermyn; Josiane Zerubia (ICIP (2), 2003)

Road network extraction in remote sensing by a Markov object process. - Caroline Lacoste; Xavier Descombes; Josiane Zerubia (ICIP (3), 2003)

Urban scene rendering using object description. - F. Cerdat; Xavier Descombes; Josiane Zerubia (IGARSS, 2003)

Remotely sensed image segmentation using an object point process. - Sébastien Drot; Hervé Le Men; Xavier Descombes; Josiane Zerubia (IGARSS, 2003)

Satellite Image Deblurring Using Complex Wavelet Packets. - André Jalobeanu; Laure Blanc-Féraud; Josiane Zerubia (Int. J. Comput. Vis., 2003)

Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition. - Mário A. T. Figueiredo; Edwin R. Hancock; Marcello Pelillo; Josiane Zerubia (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

Skewed alpha-stable distributions for modelling textures. - Ercan E. Kuruoglu; Josiane Zerubia (Pattern Recognit. Lett., 2003)

Unsupervised line network extraction from remotely sensed images by polyline process. - Caroline Lacoste; Xavier Descombes; Josiane Zerubia; Nicolas N. Baghdadi (EUSIPCO, 2004)

A discontinuity detector for building extraction from Digital Elevation Models by stochastic geometry. - Mathias Ortner; Xavier Descombes; Josiane Zerubia (EUSIPCO, 2004)

Tree crown extraction using marked point processes. - Guillaume Perrin; Xavier Descombes; Josiane Zerubia (EUSIPCO, 2004)

Texture analysis using probabilistic models of the unimodal and multimodal statistics of adaptive wavelet packet coefficients. - Roberto Cossu; Ian H. Jermyn; Josiane Zerubia (ICASSP (3), 2004)

Bayesian geometric model for line network extraction from satellite images. - Caroline Lacoste; Xavier Descombes; Josiane Zerubia; Nicolas N. Baghdadi (ICASSP (3), 2004)

Texture analysis using adaptive biorthogonal wavelet packets. - G. Charith K. Abhayaratne; Ian Jermyn; Josiane Zerubia (ICIP, 2004)

Texture discrimination using multimodal wavelet packet subbands. - Roberto Cossu; Ian Jermyn; Josiane Zerubia (ICIP, 2004)

Segmentation of remote-sensing images by supervised TS-MRF. - Giovanni Poggi; Giuseppe Scarpa; Josiane Zerubia (ICIP, 2004)

Gap closure in (road) networks using higher-order active contours. - Marie Rochery; Ian Jermyn; Josiane Zerubia (ICIP, 2004)

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 (IGARSS, 2004)

A Deconvolution Method for Confocal Microscopy with Total Variation Regularization. - Nicolas Dey; Laure Blanc-Féraud; Josiane Zerubia; Christophe Zimmer; Jean-Christophe Olivo-Marin; Zvi Kam (ISBI, 2004)

A Nonlinear Entropic Variational Model for Image Filtering. - A. Ben Hamza; Hamid Krim; Josiane Zerubia (EURASIP J. Adv. Signal Process., 2004)

A Gibbs Point Process for Road Extraction from Remotely Sensed Images. - Radu Stoica; Xavier Descombes; Josiane Zerubia (Int. J. Comput. Vis., 2004)

Texture feature analysis using a gauss-Markov model in hyperspectral image classification. - Guillaume Rellier; Xavier Descombes; Frédéric Falzon; Josiane Zerubia (IEEE Trans. Geosci. Remote. Sens., 2004)

An adaptive Gaussian model for satellite image deblurring. - André Jalobeanu; Laure Blanc-Féraud; Josiane Zerubia (IEEE Trans. Image Process., 2004)

Modeling SAR images with a generalization of the Rayleigh distribution. - Ercan E. Kuruoglu; Josiane Zerubia (IEEE Trans. Image Process., 2004)

Adaptive Simulated Annealing for Energy Minimization Problem in a Marked Point Process Application. - Guillaume Perrin; Xavier Descombes; Josiane Zerubia (EMMCVPR, 2005)

Maximum a posteriori estimation of Radar Cross Section in SAR images using the heavy-tailed Rayleigh model. - Alin M. Achim; Ercan E. Kuruoglu; Josiane Zerubia (EUSIPCO, 2005)

Extraction of hydrographic networks from satellite images using a hierarchical model within a stochastic geometry framework. - Caroline Lacoste; Xavier Descombes; Josiane Zerubia; Nicolas N. Baghdadi (EUSIPCO, 2005)

A Restoration Method for Confocal Microscopy Using Complex Wavelet Transform. - Gemma Pons Bernad; Laure Blanc-Féraud; Josiane Zerubia (ICASSP (2), 2005)

Phase Field Models and Higher-Order Active Contours. - Marie Rochery; Ian Jermyn; Josiane Zerubia (ICCV, 2005)

Texture-adaptive mother wavelet selection for texture analysis. - G. Charith K. Abhayaratne; Ian H. Jermyn; Josiane Zerubia (ICIP (2), 2005)

Textural kernel for SVM classification in remote sensing: application to forest fire detection and urban area extraction. - Florent Lafarge; Xavier Descombes; Josiane Zerubia (ICIP (3), 2005)

A marked point process model for tree crown extraction in plantations. - Guillaume Perrin; Xavier Descombes; Josiane Zerubia (ICIP (1), 2005)

New higher-order active contour energies for network extraction. - Marie Rochery; Ian H. Jermyn; Josiane Zerubia (ICIP (2), 2005)

Point Processes for Unsupervised Line Network Extraction in Remote Sensing. - Caroline Lacoste; Xavier Descombes; Josiane Zerubia (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Supervised segmentation of remote sensing images based on a tree-structured MRF model. - Giovanni Poggi; Giuseppe Scarpa; Josiane Zerubia (IEEE Trans. Geosci. Remote. Sens., 2005)

Computing statistics from a graph representation of road networks in satellite images for indexing and retrieval. - Avik Bhattacharya; Ian H. Jermyn; Xavier Descombes; Josiane Zerubia (CompIMAGE, 2006)

Nonlinear models for the statistics of adaptive wavelet packet coefficients of texture. - Johan Aubray; Ian H. Jermyn; Josiane Zerubia (EUSIPCO, 2006)

Galaxy Filament Detection Using the Quality Candy Model. - Pierre Gernez; Xavier Descombes; Josiane Zerubia; Éric Slezak; Albert Bijaoui (ICASSP (2), 2006)

An Automatic 3D City Model: A Bayesian Approach Using Satellite Images. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (ICASSP (2), 2006)

Point Processes of Segments and Rectangles for Building Extraction from Digital Elevation Models. - Mathias Ortner; Xavier Descombes; Josiane Zerubia (ICASSP (2), 2006)

An Automatic Building Reconstruction Method : A Structural Approach using High Resolution Satellite Images. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (ICIP, 2006)

A Higher-Order Active Contour Model for Tree Detection. - Péter Horváth 001; Ian Jermyn; Josiane Zerubia; Zoltan Kato (ICPR (2), 2006)

2D and 3D Vegetation Resource Parameters Assessment using Marked Point Processes. - Guillaume Perrin; Xavier Descombes; Josiane Zerubia (ICPR (1), 2006)

An Improved 'Gas of Circles' Higher-Order Active Contour Model and Its Application to Tree Crown Extraction. - Péter Horváth 001; Ian H. Jermyn; Zoltan Kato; Josiane Zerubia (ICVGIP, 2006)

Higher Order Active Contours. - Marie Rochery; Ian H. Jermyn; Josiane Zerubia (Int. J. Comput. Vis., 2006)

Dictionary-based stochastic expectation-maximization for SAR amplitude probability density function estimation. - Gabriele Moser; Josiane Zerubia; Sebastiano B. Serpico (IEEE Trans. Geosci. Remote. Sens., 2006)

SAR image filtering based on the heavy-tailed Rayleigh model. - Alin Achim; Ercan E. Kuruoglu; Josiane Zerubia (IEEE Trans. Image Process., 2006)

SAR amplitude probability density function estimation based on a generalized Gaussian model. - Gabriele Moser; Josiane Zerubia; Sebastiano B. Serpico (IEEE Trans. Image Process., 2006)

A Phase Field Model Incorporating Generic and Specific Prior Knowledge Applied to Road Network Extraction from VHR Satellite Images. - Ting Peng; Ian H. Jermyn; Véronique Prinet; Josiane Zerubia; Bao-Gang Hu (BMVC, 2007)

Indexing Satellite Images with Features Computed from Man-Made Structures on the Earth's Surface. - Avik Bhattacharya; Michel Roux; Henri Maître; Ian H. Jermyn; Xavier Descombes; Josiane Zerubia (CBMI, 2007)

Tree species classification using radiometry, texture and shape based features. - Maria S. Kulikova; Meena Mani; Anuj Srivastava; Xavier Descombes; Josiane Zerubia (EUSIPCO, 2007)

Forest fire detection based on Gaussian field analysis. - Florent Lafarge; Xavier Descombes; Josiane Zerubia (EUSIPCO, 2007)

A Hierarchical Finite-State Model for Texture Segmentation. - Giuseppe Scarpa; Michal Haindl; Josiane Zerubia (ICASSP (1), 2007)

A Multi-Layer MRF Model for Object-Motion Detection in Unregistered Airborne Image-Pairs. - Csaba Benedek; Tamás Szirányi; Zoltan Kato; Josiane Zerubia (ICIP (6), 2007)

3D City Modeling Based on Hidden Markov Model. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (ICIP (2), 2007)

Assessment of different classification algorithms for burnt land discrimination. - Olivier Zammit; Xavier Descombes; Josiane Zerubia (IGARSS, 2007)

A Hierarchical Texture Model for Unsupervised Segmentation of Remotely Sensed Images. - Giuseppe Scarpa; Michal Haindl; Josiane Zerubia (SCIA, 2007)

Building Outline Extraction from Digital Elevation Models Using Marked Point Processes. - Mathias Ortner; Xavier Descombes; Josiane Zerubia (Int. J. Comput. Vis., 2007)

Higher-Order Active Contour Energies for Gap Closure. - Marie Rochery; Ian H. Jermyn; Josiane Zerubia (J. Math. Imaging Vis., 2007)

Mixing geometric and radiometric features for change classification. - Alexandre Fournier; Xavier Descombes; Josiane Zerubia (Computational Imaging, 2008)

Building reconstruction from a single DEM. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (CVPR, 2008)

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; Véronique Prinet; Josiane Zerubia (ECCV (3), 2008)

Unsupervised hierarchical image segmentation based on the TS-MRF model and fast Mean-Shift clustering. - Raffaele Gaetano; Giuseppe Scarpa; Giovanni Poggi; Josiane Zerubia (EUSIPCO, 2008)

Combining one-class support vector machines and hysteresis thresholding: Application to burnt area mapping. - Olivier Zammit; Xavier Descombes; Josiane Zerubia (EUSIPCO, 2008)

Satellite image reconstruction from an irregular sampling. - Eric Bughin; Laure Blanc-Féraud; Josiane Zerubia (ICASSP, 2008)

Automatic Flamingo detection using a multiple birth and death process. - Stig Descamps; Xavier Descombes; Arnaud Bechet; Josiane Zerubia (ICASSP, 2008)

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 (ICPR, 2008)

Blind deconvolution for diffraction-limited fluorescence microscopy. - Praveen Pankajakshan; Bo Zhang 017; Laure Blanc-Féraud; Zvi Kam; Jean-Christophe Olivo-Marin; Josiane Zerubia (ISBI, 2008)

A Marked Point Process of Rectangles and Segments for Automatic Analysis of Digital Elevation Models. - Mathias Ortner; Xavier Descombes; Josiane Zerubia (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Incorporating Generic and Specific Prior Knowledge in a Multiscale Phase Field Model for Road Extraction From VHR Images. - Ting Peng; Ian H. Jermyn; Véronique Prinet; Josiane Zerubia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008)

Dictionary-based probability density function estimation for high-resolution SAR data. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (Computational Imaging, 2009)

Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images. - Florent Chatelain; Xavier Descombes; Josiane Zerubia (EMMCVPR, 2009)

Inflection point phase field higher-order active contour model for network extraction from VHR satellite images. - Aymen El Ghoul; Ian H. Jermyn; Josiane Zerubia (EUSIPCO, 2009)

A phase field higher-order active contour model of directed networks. - Aymen El Ghoul; Ian H. Jermyn; Josiane Zerubia (ICCV Workshops, 2009)

Object extraction from high resolution SAR images using a birth and death dynamics. - Fatih Arslan; Xavier Descombes; Josiane Zerubia (ICIP, 2009)

Multi-class SVM for forestry classification. - Mohamed Nabil Hajj Chehade; Jean-Guy Boureau; Claude Vidal; Josiane Zerubia (ICIP, 2009)

Complex Wavelet Regularization for Solving Inverse Problems in Remote Sensing. - Mikael Carlavan; Pierre Weiss; Laure Blanc-Féraud; Josiane Zerubia (IGARSS (3), 2009)

Point-Spread Function Retrieval for Fluorescence Microscopy. - Praveen Pankajakshan; Laure Blanc-Féraud; Zvi Kam; Josiane Zerubia (ISBI, 2009)

A Marked Point Process Model with Strong Prior Shape Information for the Extraction of Multiple, Arbitrarily-Shaped Objects. - Maria S. Kulikova; Ian Jermyn; Xavier Descombes; Josiane Zerubia; Elena A. Zhizhina (SITIS, 2009)

Building extraction and change detection in multitemporal remotely sensed images with multiple birth and death dynamics. - Csaba Benedek; Xavier Descombes; Josiane Zerubia (WACV, 2009)

A higher-order active contour model of a 'gas of circles' and its application to tree crown extraction. - Péter Horváth 001; Ian H. Jermyn; Zoltan Kato; Josiane Zerubia (Pattern Recognit., 2009)

Detection of Object Motion Regions in Aerial Image Pairs With a Multilayer Markovian Model. - Csaba Benedek; Tamás Szirányi; Zoltan Kato; Josiane Zerubia (IEEE Trans. Image Process., 2009)

Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation. - Giuseppe Scarpa; Raffaele Gaetano; Michal Haindl; Josiane Zerubia (IEEE Trans. Image Process., 2009)

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 (ACCV (2), 2010)

Extraction of arbitrarily-shaped objects using stochastic multiple birth-and-death dynamics and active contours. - Maria S. Kulikova; Ian H. Jermyn; Xavier Descombes; Elena A. Zhizhina; Josiane Zerubia (Computational Imaging, 2010)

High resolution SAR-image classification by Markov random fields and finite mixtures. - Gabriele Moser; Vladimir A. Krylov; Sebastiano B. Serpico; Josiane Zerubia (Computational Imaging, 2010)

Multi-spectral image analysis for skin pigmentation classification. - Sylvain Prigent 002; Xavier Descombes; Didier Zugaj; Philippe Martel; Josiane Zerubia (ICIP, 2010)

Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles. - Csaba Benedek; Xavier Descombes; Josiane Zerubia (ICPR, 2010)

Multiple Birth and Cut Algorithm for Point Process Optimization. - Ahmed Gamal-Eldin; Xavier Descombes; Josiane Zerubia (SITIS, 2010)

Spectral analysis and unsupervised SVM classification for skin hyper-pigmentation classification. - Sylvain Prigent 002; Xavier Descombes; Didier Zugaj; Josiane Zerubia (WHISPERS, 2010)

Extended Phase Field Higher-Order Active Contour Models for Networks - Its Application to Road Network Extraction from VHR Satellite Images. - Ting Peng; Ian H. Jermyn; Véronique Prinet; Josiane Zerubia (Int. J. Comput. Vis., 2010)

Multiple Birth and Cut Algorithm for Multiple Object Detection. - Ahmed Gamal-Eldin; Xavier Descombes; Guillaume Charpiat; Josiane Zerubia (J. Multim. Process. Technol., 2010)

Structural Approach for Building Reconstruction from a Single DSM. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Unsupervised line network extraction in remote sensing using a polyline process. - Caroline Lacoste; Xavier Descombes; Josiane Zerubia (Pattern Recognit., 2010)

Tree crown detection in high resolution optical images during the early growth stages of Eucalyptus plantations in Brazil. - Jia Zhou; Christophe Proisy; Pierre Couteron; Xavier Descombes; Josiane Zerubia; Guerric le Maire; Yann Nouvellon (ACPR, 2011)

A novel algorithm for occlusions and perspective effects using a 3D object process. - Ahmed Gamal-Eldin; Xavier Descombes; Josiane Zerubia (ICASSP, 2011)

Morphological road segmentation in urban areas from high resolution satellite images. - Raffaele Gaetano; Josiane Zerubia; Giuseppe Scarpa; Giovanni Poggi (DSP, 2011)

A fast Multiple Birth and Cut algorithm using belief propagation. - Ahmed Gamal-Eldin; Xavier Descombes; Guillaume Charpiat; Josiane Zerubia (ICIP, 2011)

SAR image classification with non-stationary Multinomial Logistic mixture of amplitude and texture densities. - Koray Kayabol; Aurélie Voisin; Josiane Zerubia (ICIP, 2011)

Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images. - Sylvain Prigent 002; Didier Zugaj; Xavier Descombes; Philippe Martel; Josiane Zerubia (ICIP, 2011)

Generating compact meshes under planar constraints: An automatic approach for modeling buildings from aerial LiDAR. - Yannick Verdie; Florent Lafarge; Josiane Zerubia (ICIP, 2011)

Wavefront sensing for aberration modeling in fluorescence macroscopy. - Praveen Pankajakshan; Alain Dieterlen; Gilbert Engler; Zvi Kam; Laure Blanc-Féraud; Josiane Zerubia; Jean-Christophe Olivo-Marin (ISBI, 2011)

Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM. - Koray Kayabol; Vladimir A. Krylov; Josiane Zerubia (MUSCLE, 2011)

A Marked Point Process Model Including Strong Prior Shape Information Applied to Multiple Object Extraction From Images. - Maria S. Kulikova; Ian Jermyn; Xavier Descombes; Elena A. Zhizhina; Josiane Zerubia (Int. J. Comput. Vis. Image Process., 2011)

Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE J. Sel. Top. Signal Process., 2011)

Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Geosci. Remote. Sens. Lett., 2011)

Multichannel hierarchical image classification using multivariate copulas. - Aurélie Voisin; Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (Computational Imaging, 2012)

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, 2012)

Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test. - Vladimir A. Krylov; Gabriele Moser; Aurélie Voisin; Sebastiano B. Serpico; Josiane Zerubia (ICIP, 2012)

A comparison of texture and amplitude based unsupervised SAR image classifications for urban area extraction. - Koray Kayabol; Josiane Zerubia (IGARSS, 2012)

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; Grégoire Mercier; Josiane Zerubia; Nicola Acito; Bruno Aiazzi; Francesca Bovolo; Fabio Dell'Acqua; et al. (IGARSS, 2012)

An hierarchical approach for model-based classification of SAR images. - Koray Kayabol; Josiane Zerubia (SIU, 2012)

Markov Random Fields in Image Segmentation. - Zoltan Kato; Josiane Zerubia (Found. Trends Signal Process., 2012)

Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics. - Csaba Benedek; Xavier Descombes; Josiane Zerubia (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Melanin and Hemoglobin Identification for Skin Disease Analysis. - Zhao Liu; Josiane Zerubia (ACPR, 2013)

An efficient optimizer for simple point process models. - Ahmed Gamal-Eldin; Guillaume Charpiat; Xavier Descombes; Josiane Zerubia (Computational Imaging, 2013)

Towards automatic acne detection using a MRF model with chromophore descriptors. - Zhao Liu; Josiane Zerubia (EUSIPCO, 2013)

Unsupervised marked point process model for boat extraction in harbors from high resolution optical remotely sensed images. - Paula Craciun; Josiane Zerubia (ICIP, 2013)

False discovery rate approach to image change detection. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (ICIP, 2013)

Multi-scale analysis of skin hyper-pigmentation evolution. - Sylvain Prigent 002; Xavier Descombes; Didier Zugaj; Laurent Petit; Josiane Zerubia (ICIP, 2013)

Boat Extraction in Harbours From High Resolution Satellite Images Using Marked Point Processes. - Paula Craciun; Josiane Zerubia (ERCIM News, 2013)

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 Geosci. Remote. Sens. Lett., 2013)

Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent Model. - Koray Kayabol; Josiane Zerubia (IEEE Trans. Image Process., 2013)

On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Trans. Image Process., 2013)

Marked Point Process Model for Curvilinear Structures Extraction. - Seong-Gyun Jeong; Yuliya Tarabalka; Josiane Zerubia (EMMCVPR, 2014)

Estimation of the weight parameter with SAEM for marked point processes applied to object detection. - Aurelie Boisbunon; Josiane Zerubia (EUSIPCO, 2014)

New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data. - Ihsen Hedhli; Gabriele Moser; Josiane Zerubia; Sebastiano B. Serpico (ICIP, 2014)

Marked point process model for facial wrinkle detection. - Seong-Gyun Jeong; Yuliya Tarabalka; Josiane Zerubia (ICIP, 2014)

A Multilayer Markovian Model for Change Detection in Aerial Image Pairs with Large Time Differences. - Praveer Singh; Zoltan Kato; Josiane Zerubia (ICPR, 2014)

Towards efficient simulation of marked point process models for boat extraction from high resolution optical remotely sensed images. - Paula Craciun; Josiane Zerubia (IGARSS, 2014)

Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters. - Ihsen Hedhli; Gabriele Moser; Josiane Zerubia; Sebastiano Bruno Serpico (IGARSS, 2014)

Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach. - Aurélie Voisin; Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Trans. Geosci. Remote. Sens., 2014)

New hierarchical joint classification method for SAR-optical multiresolution remote sensing data. - Ihsen Hedhli; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (EUSIPCO, 2015)

Image-based evaluation of treatment responses of facial wrinkles using LDDMM registration and Gabor features. - Nazre Batool; Josiane Zerubia (ICIP, 2015)

Stochastic model for curvilinear structure reconstruction using morphological profiles. - Seong-Gyun Jeong; Yuliya Tarabalka; Josiane Zerubia (ICIP, 2015)

New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data. - Ihsen Hedhli; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IGARSS, 2015)

Joint Detection and Tracking of Moving Objects Using Spatio-temporal Marked Point Processes. - Paula Craciun; Mathias Ortner; Josiane Zerubia (WACV, 2015)

Stochastic geometry for multiple object tracking in fluorescence microscopy. - Paula Craciun; Josiane Zerubia (ICIP, 2016)

Contextual multi-scale image classification on quadtree. - Ihsen Hedhli; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (ICIP, 2016)

Progressive Tree-like Curvilinear Structure Reconstruction with Structured Ranking Learning and Graph Algorithm. - Seong-Gyun Jeong; Yuliya Tarabalka; Nicolas Nisse; Josiane Zerubia (CoRR, 2016)

A New Cascade Model for the Hierarchical Joint Classification of Multitemporal and Multiresolution Remote Sensing Data. - Ihsen Hedhli; Gabriele Moser; Josiane Zerubia; Sebastiano Bruno Serpico (IEEE Trans. Geosci. Remote. Sens., 2016)

Unsupervised Learning of Generalized Gamma Mixture Model With Application in Statistical Modeling of High-Resolution SAR Images. - Heng-Chao Li 001; Vladimir A. Krylov; Ping-Zhi Fan; Josiane Zerubia; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2016)

False Discovery Rate Approach to Unsupervised Image Change Detection. - Vladimir A. Krylov; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Trans. Image Process., 2016)

Multi-resolution classification of urban areas using hierarchical symmetric Markov mesh models. - Ihsen Hedhli; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (JURSE, 2017)

Hyperspectral image processing for detection and grading of skin erythema. - Ali Madooei; Ramy Mohammed Abdlaty; Lilian Doerwald-Munoz; Joseph Hayward; Mark S. Drew; Qiyin Fang; Josiane Zerubia (Image Processing, 2017)

Natural Disaster Monitoring: Multi-Source Image Analysis with Hierarchical Markov Models. - Josiane Zerubia; Sebastiano B. Serpico; Gabriele Moser (ERCIM News, 2017)

Classification of Multisensor and Multiresolution Remote Sensing Images Through Hierarchical Markov Random Fields. - Ihsen Hedhli; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Geosci. Remote. Sens. Lett., 2017)

A Connected-Tube MPP Model for Object Detection with Application to Materials and Remotely-Sensed Images. - Tianyu Li; Mary L. Comer; Josiane Zerubia (ICIP, 2018)

Feature Extraction and Tracking of CNN Segmentations for Improved Road Detection from Satellite Imagery. - Tianyu Li; Mary L. Comer; Josiane Zerubia (ICIP, 2019)

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 (ICIP, 2019)

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 (IGARSS, 2019)

An Unsupervised Retinal Vessel Extraction and Segmentation Method Based On a Tube Marked Point Process Model. - Tianyu Li; Mary L. Comer; Josiane Zerubia (ICASSP, 2020)

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)

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 (IGARSS, 2021)

Small Moving Target MOT Tracking with GM-PHD Filter and Attention-Based CNN. - Camilo Aguilar; Mathias Ortner; Josiane Zerubia (MLSP, 2021)

Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles. - Martina Pastorino; Alessandro Montaldo; Luca Fronda; Ihsen Hedhli; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (Remote. Sens., 2021)

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)

Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images. - Martina Pastorino; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (ICIP, 2022)

A Two-Stage Road Segmentation Approach for Remote Sensing Images. - Tianyu Li; Mary L. Comer; Josiane Zerubia (ICPR Workshops (3), 2022)

Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models. - Martina Pastorino; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IGARSS, 2022)

Adaptive Birth for the GLMB Filter for Object Tracking in Satellite Videos. - Camilo Aguilar; Mathias Ortner; Josiane Zerubia (MLSP, 2022)

CNN-Based Energy Learning for MPP Object Detection in Satellite Images. - Jules Mabon; Mathias Ortner; Josiane Zerubia (MLSP, 2022)

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 Trans. Geosci. Remote. Sens., 2022)

Graph Based Approach for Galaxy Filament Extraction. - Louis Hauseux; Konstantin Avrachenkov; Josiane Zerubia (COMPLEX NETWORKS (3), 2023)

Enhanced GM-PHD Filter for Real Time Satellite Multi-Target Tracking. - Camilo Aguilar; Mathias Ortner; Josiane Zerubia (ICASSP, 2023)

Classification of Multimission SAR Images Based on Probabilistic Graphical Models and Convolutional Neural Networks. - Martina Pastorino; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IGARSS, 2023)

Learning point process models for vehicles detection using CNNs in satellite images. - Jules Mabon; Mathias Ortner; Josiane Zerubia (SITIS, 2023)

Learning CRF potentials through fully convolutional networks for satellite image semantic segmentation. - Martina Pastorino; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (SITIS, 2023)

Remote Sensing: Detecting and Tracking Vehicles on Satellite Images and Videos. - Josiane Zerubia; Louis Hauseux (ERCIM News, 2023)

Benefits of Hypergraphs for Density-Based Clustering. - Louis Hauseux; Konstantin Avrachenkov; Josiane Zerubia (EUSIPCO, 2024)

Learning and Scoring Point Process Models for Object Detection in Satellite Images. - Jules Mabon; Mathias Ortner; Josiane Zerubia (EUSIPCO, 2024)

Gabor Feature Network for Transformer-Based Building Change Detection Model in Remote Sensing. - Priscilla Indira Osa; Josiane Zerubia; Zoltan Kato (ICIP, 2024)

AYANet: A Gabor Wavelet-Based and CNN-Based Double Encoder for Building Change Detection in Remote Sensing. - Priscilla Indira Osa; Josiane Zerubia; Zoltan Kato (ICPR (23), 2024)

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 (ICPR (2), 2024)

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 (IGARSS, 2024)

Multimission, Multifrequency, and Multiresolution SAR Image Classification Through Hierarchical Markov Models and Convolutional Networks. - Martina Pastorino; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Geosci. Remote. Sens. Lett., 2024)

CRFNet: A Deep Convolutional Network to Learn the Potentials of a CRF for the Semantic Segmentation of Remote Sensing Images. - Martina Pastorino; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (IEEE Trans. Geosci. Remote. Sens., 2024)

Learning Point Processes and Convolutional Neural Networks for Object Detection in Satellite Images. - Jules Mabon; Mathias Ortner; Josiane Zerubia (Remote. Sens., 2024)

Multiresolution Fusion and Classification of Hyperspectral and Panchromatic Remote Sensing Images. - Martina Pastorino; Gabriele Moser; Sebastiano B. Serpico; Josiane Zerubia (WACV (Workshops), 2025)