Josiane Zerubia

Koray Kayabol, Josiane Zerubia: Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent Model. IEEE Transactions on Image Processing 22(2): 561-572 (2013)

Zoltan Kato, Josiane Zerubia: Markov Random Fields in Image Segmentation. Foundations and Trends in Signal Processing 5(1-2): 1-155 (2012)

Csaba Benedek, Xavier Descombes, Josiane Zerubia: Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics. IEEE Trans. Pattern Anal. Mach. Intell. 34(1): 33-50 (2012)

Vladimir A. Krylov, Gabriele Moser, Aurelie Voisin, Sebastiano B. Serpico, Josiane Zerubia: Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test. ICIP 2012: 2093-2096

Koray Kayabol, Josiane Zerubia: A comparison of texture and amplitude based unsupervised SAR image classifications for urban area extraction. IGARSS 2012: 4054-4057

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, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurelie Voisin, Claudia Zoppetti: Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. IGARSS 2012: 5506-5509

Maria S. Kulikova, Ian Jermyn, Xavier Descombes, Elena Zhizhina, Josiane Zerubia: A Marked Point Process Model Including Strong Prior Shape Information Applied to Multiple Object Extraction From Images. IJCVIP 1(2): 1-12 (2011)

Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia: Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas. J. Sel. Topics Signal Processing 5(3): 554-566 (2011)

Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia: Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data. IEEE Geosci. Remote Sensing Lett. 8(1): 148-152 (2011)

Ahmed Gamal-Eldin, Xavier Descombes, Josiane Zerubia: A novel algorithm for occlusions and perspective effects using a 3D object process. ICASSP 2011: 1569-1572

Koray Kayabol, Aurelie Voisin, Josiane Zerubia: SAR image classification with non-stationary Multinomial Logistic mixture of amplitude and texture densities. ICIP 2011: 169-172

Yannick Verdie, Florent Lafarge, Josiane Zerubia: Generating compact meshes under planar constraints: An automatic approach for modeling buildings from aerial LiDAR. ICIP 2011: 877-880

Sylvain Prigent, Didier Zugaj, Xavier Descombes, Philippe Martel, Josiane Zerubia: Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images. ICIP 2011: 2801-2804

Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia: A fast Multiple Birth and Cut algorithm using belief propagation. ICIP 2011: 2813-2816

Praveen Pankajakshan, Alain Dieterlen, Gilbert Engler, Zvi Kam, Laure Blanc-Féraud, Josiane Zerubia, Jean-Christophe Olivo-Marin: Wavefront sensing for aberration modeling in fluorescence macroscopy. ISBI 2011: 905-908

Koray Kayabol, Vladimir A. Krylov, Josiane Zerubia: Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM. MUSCLE 2011: 54-65

Ting Peng, Ian H. Jermyn, Véronique Prinet, Josiane Zerubia: Extended Phase Field Higher-Order Active Contour Models for Networks - Its Application to Road Network Extraction from VHR Satellite Images. International Journal of Computer Vision 88(1): 111-128 (2010)

Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia: Multiple Birth and Cut Algorithm for Multiple Object Detection. JMPT 1(4): 260-276 (2010)

Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot Deseilligny: Structural Approach for Building Reconstruction from a Single DSM. IEEE Trans. Pattern Anal. Mach. Intell. 32(1): 135-147 (2010)

Caroline Lacoste, Xavier Descombes, Josiane Zerubia: Unsupervised line network extraction in remote sensing using a polyline process. Pattern Recognition 43(4): 1631-1641 (2010)

Aymen El Ghoul, Ian H. Jermyn, Josiane Zerubia: A Theoretical and Numerical Study of a Phase Field Higher-Order Active Contour Model of Directed Networks. ACCV (2) 2010: 647-659

Maria S. Kulikova, Ian H. Jermyn, Xavier Descombes, Elena Zhizhina, Josiane Zerubia: Extraction of arbitrarily-shaped objects using stochastic multiple birth-and-death dynamics and active contours. Computational Imaging 2010: 753306

Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico, Josiane Zerubia: High resolution SAR-image classification by Markov random fields and finite mixtures. Computational Imaging 2010: 753308

Sylvain Prigent, Xavier Descombes, Didier Zugaj, Philippe Martel, Josiane Zerubia: Multi-spectral image analysis for skin pigmentation classification. ICIP 2010: 3641-3644

Csaba Benedek, Xavier Descombes, Josiane Zerubia: Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles. ICPR 2010: 1417-1420

Ahmed Gamal-Eldin, Xavier Descombes, Josiane Zerubia: Multiple Birth and Cut Algorithm for Point Process Optimization. SITIS 2010: 35-42

Péter Horváth, Ian H. Jermyn, Zoltan Kato, Josiane Zerubia: A higher-order active contour model of a 'gas of circles' and its application to tree crown extraction. Pattern Recognition 42(5): 699-709 (2009)

Giuseppe Scarpa, Raffaele Gaetano, Michal Haindl, Josiane Zerubia: Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation. IEEE Transactions on Image Processing 18(8): 1830-1843 (2009)

Csaba Benedek, Tamás Szirányi, Zoltan Kato, Josiane Zerubia: Detection of Object Motion Regions in Aerial Image Pairs With a Multilayer Markovian Model. IEEE Transactions on Image Processing 18(10): 2303-2315 (2009)

Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia: Dictionary-based probability density function estimation for high-resolution SAR data. Computational Imaging 2009: 72460

Florent Chatelain, Xavier Descombes, Josiane Zerubia: Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images. EMMCVPR 2009: 221-234

Fatih Arslan, Xavier Descombes, Josiane Zerubia: Object extraction from high resolution SAR images using a birth and death dynamics. ICIP 2009: 561-564

Nabil Hajj Chehade, Jean-Guy Boureau, Claude Vidal, Josiane Zerubia: Multi-class SVM for forestry classification. ICIP 2009: 1673-1676

Mikael Carlavan, Pierre Weiss, Laure Blanc-Féraud, Josiane Zerubia: Complex Wavelet Regularization for Solving Inverse Problems in Remote Sensing. IGARSS (3) 2009: 212-215

Praveen Pankajakshan, Laure Blanc-Féraud, Zvi Kam, Josiane Zerubia: Point-Spread Function Retrieval for Fluorescence Microscopy. ISBI 2009: 1095-1098

Maria S. Kulikova, Ian Jermyn, Xavier Descombes, Josiane Zerubia, Elena Zhizhina: A Marked Point Process Model with Strong Prior Shape Information for the Extraction of Multiple, Arbitrarily-Shaped Objects. SITIS 2009: 180-186

Csaba Benedek, Xavier Descombes, Josiane Zerubia: Building extraction and change detection in multitemporal remotely sensed images with multiple birth and death dynamics. WACV 2009: 1-6

Mathias Ortner, Xavier Descombes, Josiane Zerubia: A Marked Point Process of Rectangles and Segments for Automatic Analysis of Digital Elevation Models. IEEE Trans. Pattern Anal. Mach. Intell. 30(1): 105-119 (2008)

Alexandre Fournier, Xavier Descombes, Josiane Zerubia: Mixing geometric and radiometric features for change classification. Computational Imaging 2008: 681408

Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot Deseilligny: Building reconstruction from a single DEM. CVPR 2008

Ting Peng, Ian H. Jermyn, Véronique Prinet, Josiane Zerubia: An Extended Phase Field Higher-Order Active Contour Model for Networks and Its Application to Road Network Extraction from VHR Satellite Images. ECCV (3) 2008: 509-520

Eric Bughin, Laure Blanc-Féraud, Josiane Zerubia: Satellite image reconstruction from an irregular sampling. ICASSP 2008: 849-852

Stig Descamps, Xavier Descombes, Arnaud Bechet, Josiane Zerubia: Automatic Flamingo detection using a multiple birth and death process. ICASSP 2008: 1113-1116

Aymen El Ghoul, Ian H. Jermyn, Josiane Zerubia: Phase diagram of a long bar under a higher-order active contour energy: Application to hydrographic network extraction from VHR satellite images. ICPR 2008: 1-4

Praveen Pankajakshan, Bo Zhang, Laure Blanc-Féraud, Zvi Kam, Jean-Christophe Olivo-Marin, Josiane Zerubia: Blind deconvolution for diffraction-limited fluorescence microscopy. ISBI 2008: 740-743

Mathias Ortner, Xavier Descombes, Josiane Zerubia: Building Outline Extraction from Digital Elevation Models Using Marked Point Processes. International Journal of Computer Vision 72(2): 107-132 (2007)

Marie Rochery, Ian H. Jermyn, Josiane Zerubia: Higher-Order Active Contour Energies for Gap Closure. Journal of Mathematical Imaging and Vision 29(1): 1-20 (2007)

Ting Peng, Ian H. Jermyn, Véronique Prinet, Josiane Zerubia, BaoGang Hu: A Phase Field Model Incorporating Generic and Specific Prior Knowledge Applied to Road Network Extraction from VHR Satellite Images. BMVC 2007: 1-10

Avik Bhattacharya, Michel Roux, Henri Maître, Ian H. Jermyn, Xavier Descombes, Josiane Zerubia: Indexing Satellite Images with Features Computed from Man-Made Structures on the Earth's Surface. CBMI 2007: 244-250

Giuseppe Scarpa, Michal Haindl, Josiane Zerubia: A Hierarchical Finite-State Model for Texture Segmentation. ICASSP (1) 2007: 1209-1212

Csaba Benedek, Tamás Szirányi, Zoltan Kato, Josiane Zerubia: A Multi-Layer MRF Model for Object-Motion Detection in Unregistered Airborne Image-Pairs. ICIP (6) 2007: 141-144

Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot Deseilligny: 3D City Modeling Based on Hidden Markov Model. ICIP (2) 2007: 521-524

Olivier Zammit, Xavier Descombes, Josiane Zerubia: Assessment of different classification algorithms for burnt land discrimination. IGARSS 2007: 3000-3003

Giuseppe Scarpa, Michal Haindl, Josiane Zerubia: A Hierarchical Texture Model for Unsupervised Segmentation of Remotely Sensed Images. SCIA 2007: 303-312

Marie Rochery, Ian H. Jermyn, Josiane Zerubia: Higher Order Active Contours. International Journal of Computer Vision 69(1): 27-42 (2006)

Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico: Dictionary-based stochastic expectation-maximization for SAR amplitude probability density function estimation. IEEE T. Geoscience and Remote Sensing 44(1): 188-200 (2006)

Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico: SAR amplitude probability density function estimation based on a generalized Gaussian model. IEEE Transactions on Image Processing 15(6): 1429-1442 (2006)

Alin Achim, Ercan E. Kuruoglu, Josiane Zerubia: SAR image filtering based on the heavy-tailed Rayleigh model. IEEE Transactions on Image Processing 15(9): 2686-2693 (2006)

Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot Deseilligny: An Automatic Building Reconstruction Method : A Structural Approach using High Resolution Satellite Images. ICIP 2006: 1205-1208

Guillaume Perrin, Xavier Descombes, Josiane Zerubia: 2D and 3D Vegetation Resource Parameters Assessment using Marked Point Processes. ICPR (1) 2006: 1-4

Péter Horváth, Ian Jermyn, Josiane Zerubia, Zoltan Kato: A Higher-Order Active Contour Model for Tree Detection. ICPR (2) 2006: 130-133

Péter Horváth, Ian H. Jermyn, Zoltan Kato, Josiane Zerubia: An Improved 'Gas of Circles' Higher-Order Active Contour Model and Its Application to Tree Crown Extraction. ICVGIP 2006: 152-161

Péter Horváth, Ian Jermyn, Zoltan Kato, Josiane Zerubia: A higher-order active contour model of a `gas of circles' and its application to tree crown extraction. CoRR abs/cs/0611115 (2006)

Caroline Lacoste, Xavier Descombes, Josiane Zerubia: Point Processes for Unsupervised Line Network Extraction in Remote Sensing. IEEE Trans. Pattern Anal. Mach. Intell. 27(10): 1568-1579 (2005)

Giovanni Poggi, Giuseppe Scarpa, Josiane Zerubia: Supervised segmentation of remote sensing images based on a tree-structured MRF model. IEEE T. Geoscience and Remote Sensing 43(8): 1901-1911 (2005)

Guillaume Perrin, Xavier Descombes, Josiane Zerubia: Adaptive Simulated Annealing for Energy Minimization Problem in a Marked Point Process Application. EMMCVPR 2005: 3-17

Marie Rochery, Ian Jermyn, Josiane Zerubia: Phase Field Models and Higher-Order Active Contours. ICCV 2005: 970-976

Guillaume Perrin, Xavier Descombes, Josiane Zerubia: A marked point process model for tree crown extraction in plantations. ICIP (1) 2005: 661-664

Marie Rochery, Ian H. Jermyn, Josiane Zerubia: New higher-order active contour energies for network extraction. ICIP (2) 2005: 822-825

Florent Lafarge, Xavier Descombes, Josiane Zerubia: Textural kernel for SVM classification in remote sensing: application to forest fire detection and urban area extraction. ICIP (3) 2005: 1096-1099

G. Charith K. Abhayaratne, Ian H. Jermyn, Josiane Zerubia: Texture-adaptive mother wavelet selection for texture analysis. ICIP (2) 2005: 1290-1293

A. Ben Hamza, Hamid Krim, Josiane Zerubia: A Nonlinear Entropic Variational Model for Image Filtering. EURASIP J. Adv. Sig. Proc. 2004(16): 2408-2422 (2004)

Radu Stoica, Xavier Descombes, Josiane Zerubia: A Gibbs Point Process for Road Extraction from Remotely Sensed Images. International Journal of Computer Vision 57(2): 121-136 (2004)

Mário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia: Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 26(2): 145-146 (2004)

Guillaume Rellier, Xavier Descombes, Frédéric Falzon, Josiane Zerubia: Texture feature analysis using a gauss-Markov model in hyperspectral image classification. IEEE T. Geoscience and Remote Sensing 42(7): 1543-1551 (2004)

Ercan E. Kuruoglu, Josiane Zerubia: Modeling SAR images with a generalization of the Rayleigh distribution. IEEE Transactions on Image Processing 13(4): 527-533 (2004)

André Jalobeanu, Laure Blanc-Féraud, Josiane Zerubia: An adaptive Gaussian model for satellite image deblurring. IEEE Transactions on Image Processing 13(4): 613-621 (2004)

G. Charith K. Abhayaratne, Ian Jermyn, Josiane Zerubia: Texture analysis using adaptive biorthogonal wavelet packets. ICIP 2004: 1197-1200

Roberto Cossu, Ian Jermyn, Josiane Zerubia: Texture discrimination using multimodal wavelet packet subbands. ICIP 2004: 1493-1496

Giovanni Poggi, Giuseppe Scarpa, Josiane Zerubia: Segmentation of remote-sensing images by supervised TS-MRF. ICIP 2004: 1867-1870

Marie Rochery, Ian Jermyn, Josiane Zerubia: Gap closure in (road) networks using higher-order active contours. ICIP 2004: 1879-1882

Nicolas Dey, Laure Blanc-Féraud, Josiane Zerubia, Christophe Zimmer, Jean-Christophe Olivo-Marin, Zvi Kam: A Deconvolution Method for Confocal Microscopy with Total Variation Regularization. ISBI 2004: 1223-1226

André Jalobeanu, Laure Blanc-Féraud, Josiane Zerubia: Satellite Image Deblurring Using Complex Wavelet Packets. International Journal of Computer Vision 51(3): 205-217 (2003)

Mário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia: Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 25(11): 1361-1363 (2003)

Ercan E. Kuruoglu, Josiane Zerubia: Skewed alpha-stable distributions for modelling textures. Pattern Recognition Letters 24(1-3): 339-348 (2003)

Karen Brady, Ian H. Jermyn, Josiane Zerubia: Adaptive Probabilistic Models of Wavelet Packets for the Analysis and Segmentation of Textured Remote Sensing Images. BMVC 2003: 1-10

Caroline Lacoste, Xavier Descombes, Josiane Zerubia: Road network extraction in remote sensing by a Markov object process. ICIP (3) 2003: 1017-1020

Karen Brady, Ian Jermyn, Josiane Zerubia: Texture analysis: an adaptive probabilistic approach. ICIP (2) 2003: 1045-1048

Anand Rangarajan, Mário A. T. Figueiredo, Josiane Zerubia (Eds.): Energy Minimization Methods in Computer Vision and Pattern Recognition, 4th International Workshop, EMMCVPR 2003, Lisbon, Portugal, July 7-9, 2003, Proceedings. Lecture Notes in Computer Science 2683, Springer 2003, isbn 3-540-40498-8

André Jalobeanu, Laure Blanc-Féraud, Josiane Zerubia: Hyperparameter estimation for satellite image restoration using a MCMC maximum-likelihood method. Pattern Recognition 35(2): 341-352 (2002)

Guillaume Rellier, Xavier Descombes, Josiane Zerubia: Local registration and deformation of a road cartographic database on a SPOT satellite image. Pattern Recognition 35(10): 2213-2221 (2002)

Hassan Foroosh, Josiane Zerubia, Marc Berthod: Extension of phase correlation to subpixel registration. IEEE Transactions on Image Processing 11(3): 188-200 (2002)

André Jalobeanu, Laure Blanc-Féraud, Josiane Zerubia: Estimation of blur and noise parameters in remote sensing. ICASSP 2002: 3580-3583

Oscar Viveros-Cancino, Xavier Descombes, Josiane Zerubia, Nicolas Baghdadi: Fusion of radiometry and textural information for SIR-C image classification. ICIP (3) 2002: 109-112

André Jalobeanu, Robert D. Nowak, Josiane Zerubia, Mário A. T. Figueiredo: Satellite and aerial image deconvolution using an EM method with complex wavelets. ICIP (1) 2002: 333-336

Guillaume Rellier, Xavier Descombes, Josiane Zerubia, Frédéric Falzon: A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas. ICPR (1) 2002: 692-695

Sébastien Drot, Xavier Descombes, Hervé Le Men, Josiane Zerubia: Object Point Processes for Image Segmentation. ICPR (2) 2002: 913-916

Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia: Two Variational Models for Multispectral Image Classification. EMMCVPR 2001: 344-358

André Jalobeanu, Josiane Zerubia, Nick G. Kingsbury: Image deconvolution using hidden Markov tree modeling of complex wavelet packets. ICIP (1) 2001: 201-204

Laurent Garcin, Xavier Descombes, Josiane Zerubia, Hervé Le Men: Building detection by Markov object processes. ICIP (2) 2001: 565-568

Mário A. T. Figueiredo, Josiane Zerubia, Anil K. Jain (Eds.): Energy Minimization Methods in Computer Vision and Pattern Recognition, Third International Workshop, EMMCVPR 2001, Sophia Antipolis, France, September 3-5, 2001, Proceedings. Lecture Notes in Computer Science 2134, Springer 2001, isbn 3-540-42523-3

Anne Lorette, Xavier Descombes, Josiane Zerubia: Texture Analysis through a Markovian Modelling and Fuzzy Classification: Application to Urban Area Extraction from Satellite Images. International Journal of Computer Vision 36(3): 221-236 (2000)

Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia: A Level Set Model for Image Classification. International Journal of Computer Vision 40(3): 187-197 (2000)

Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia: A Variational Model for Image Classification and Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 22(5): 460-472 (2000)

Tamás Szirányi, Josiane Zerubia, László Czúni, David Geldreich, Zoltan Kato: Image Segmentation Using Markov Random Field Model in Fully Parallel Cellular Network Architectures. Real-Time Imaging 6(3): 195-211 (2000)

Guillaume Rellier, Xavier Descombes, Josiane Zerubia: Deformation of a Cartographic Road Network on a Spot Satellite Image. ICIP 2000: 736-739

André Jalobeanu, Laure Blanc-Féraud, Josiane Zerubia: Satellite Image Deconvolution Using Complex Wavelet Packets. ICIP 2000: 809-812

André Jalobeanu, Laure Blanc-Féraud, Josiane Zerubia: Estimation of Adaptive Parameters for Satellite Image Deconvolution. ICPR 2000: 3322-3325

Anne Lorette, Xavier Descombes, Josiane Zerubia: Fully Unsupervised Fuzzy Clustering with Entropy Criterion. ICPR 2000: 3998-4001

Zoltan Kato, Josiane Zerubia, Marc Berthod: Unsupervised parallel image classification using Markovian models. Pattern Recognition 32(4): 591-604 (1999)

Xavier Descombes, Robin D. Morris, Josiane Zerubia, Marc Berthod: Estimation of Markov random field prior parameters using Markov chain Monte Carlo maximum likelihood. IEEE Transactions on Image Processing 8(7): 954-963 (1999)

Christophe Samson, Laure Blanc-Féraud, Josiane Zerubia, Gilles Aubert: Simultaneous Image Classification and Restoration Using a Variational Approach. CVPR 1999: 2618-2623

André Jalobeanu, Laure Blanc-Féraud, Josiane Zerubia: Hyperparameter Estimation for Satellite Image Restoration by a MCMCML Method. EMMCVPR 1999: 115-130

Xavier Descombes, Radu Stoica, Josiane Zerubia: Two Markov Point Processes for Simulating Line Networks. ICIP (2) 1999: 36-40

Anne Lorette, Xavier Descombes, Josiane Zerubia: Texture Analysis Through Markov Random Fields: Urban Areas Extraction. ICIP (4) 1999: 430-434

Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia: A Level Set Model for Image Classification. Scale-Space 1999: 306-317

Mustapha Khoumri, Laure Blanc-Féraud, Josiane Zerubia: Unsupervised Deconvolution of Satellite Images. ICIP (2) 1998: 84-87

Radu Stoica, Josiane Zerubia, Joseph M. Francos: Image Retrieval and Indexing: A Hierarchical Approach in Computing the Distance between Textured Images. ICIP (2) 1998: 794-798

Michael Unser, Josiane Zerubia: Generalized sampling: stability and performance analysis. IEEE Transactions on Signal Processing 45(12): 2941-2950 (1997)

László Czúni, Tamás Szirányi, Josiane Zerubia: Multigrid MRF Based Picture Segmentation with Cellular Neural Networks. CAIP 1997: 345-352

Xavier Descombes, Robin D. Morris, Josiane Zerubia, Marc Berthod: Maximum Likelihood Estimation of Markov Random Field Parameters Using Markov Chain Monte Carlo Algorithms. EMMCVPR 1997: 133-148

Robin D. Morris, Xavier Descombes, Josiane Zerubia: Fully Bayesian image segmentation-an engineering perspective. ICIP (3) 1997: 54-57

Anne Lorette, Hassan Shekarforoush, Josiane Zerubia: Super-Resolution with Adaptive Regularization. ICIP (1) 1997: 169-172

Zoltan Kato, Marc Berthod, Josiane Zerubia: A Hierarchical Markov Random Field Model and Multitemperature Annealing for Parallel Image Classification. CVGIP: Graphical Model and Image Processing 58(1): 18-37 (1996)

Hassan Shekarforoush, Marc Berthod, Josiane Zerubia, Michael Werman: Sub-pixel Bayesian estimation of albedo and height. International Journal of Computer Vision 19(3): 289-300 (1996)

Marc Berthod, Zoltan Kato, Shan Yu, Josiane Zerubia: Bayesian image classification using Markov random fields. Image Vision Comput. 14(4): 285-295 (1996)

Nicolas Merlet, Josiane Zerubia: New Prospects in Line Detection by Dynamic Programming. IEEE Trans. Pattern Anal. Mach. Intell. 18(4): 426-431 (1996)

Hassan Shekarforoush, Marc Berthod, Josiane Zerubia: Subpixel Image Registration by Estimating the Polyphase Decomposition of Cross Power Spectrum. CVPR 1996: 532-537

Sabine Urago, Josiane Zerubia, Marc Berthod: A Markovian model for contour grouping. Pattern Recognition 28(5): 683-693 (1995)

Marc Berthod, Zoltan Kato, Josiane Zerubia: DPA: a deterministic approach to the MAP problem. IEEE Transactions on Image Processing 4(9): 1312-1314 (1995)

Hassan Shekarforoush, Marc Berthod, Josiane Zerubia: Sub-pixel Reconstruction of a Variable Albedo Lambertian Surface. BMVC 1995: 1-10

Zoltan Kato, Josiane Zerubia, Marc Berthod: Unsupervised Parallel Image Classificiation Using a Hierarchical Markovian Model. ICCV 1995: 169-174

Hassan Shekarforoush, Marc Berthod, Josiane Zerubia: 3D super-resolution using generalized sampling expansion. ICIP 1995: 300-303

Zoltan Kato, Marc Berthod, Josiane Zerubia: Multiscale Markov random field models for parallel image classification. ICCV 1993: 253-257