Xavier Descombes

129 papers A* 1A 2B 12C 6Misc 2Journal 37Unranked 66

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Mode-Dependent Rectification for Stable PPO Training. CoRR Mohamad Mohamad, Francesco Ponzio, Xavier Descombes
2026	J	`jnl`	Renal Cell Carcinoma subtyping: Learning from multi-resolution localization. Comput. Methods Programs Biomed. Mohamad Mohamad, Francesco Ponzio, Santa Di Cataldo, Damien Ambrosetti, Xavier Descombes
2025	J	`jnl`	Identifying regions of interest in whole slide images of renal cell carcinoma. CoRR Mohammed Lamine Benomar, Nesma Settouti, Eric Debreuve, Xavier Descombes, Damien Ambrosetti
2025	—	`conf`	Investigating Reinforcement Learning for Histopathological Image Analysis. BIOSTEC (1) Mohamad Mohamad, Francesco Ponzio, Maxime Gassier, Nicolas Poté, Damien Ambrosetti, Xavier Descombes
2025	—	`conf`	Patch-Based Learning of Adaptive Total Variation Parameter Maps for Blind Image Denoising. EUSIPCO Claudio Fantasia, Luca Calatroni, Xavier Descombes, Rim Rekik
2025	J	`jnl`	Patch-based learning of adaptive Total Variation parameter maps for blind image denoising. CoRR Claudio Fantasia, Luca Calatroni, Xavier Descombes, Rim Rekik
2024	—	`conf`	Detection and Characterisation of Fibronectin Structures in the Tumour Extracellular Matrix. EUSIPCO Faisal Jayousi, Xavier Descombes, Emmanuel Bouilhol, Anne Sudaka, Ellen Van Obberghen-Schilling, Laure Blanc-Féraud
2024	J	`jnl`	Renal Cell Carcinoma subtyping: learning from multi-resolution localization. CoRR Mohamad Mohamad, Francesco Ponzio, Santa Di Cataldo, Damien Ambrosetti, Xavier Descombes
2022	—	`conf`	Multi-task Semi-supervised Learning for Vascular Network Segmentation and Renal Cell Carcinoma Classification. REMIA@MICCAI Rudan Xiao, Damien Ambrosetti, Xavier Descombes
2021	—	`conf`	Renal Cell Carcinoma Classification from Vascular Morphology. MICCAI (6) Rudan Xiao, Eric Debreuve, Damien Ambrosetti, Xavier Descombes
2020	B	`conf`	How to define a rejection class based on model learning? ICPR Sarah Laroui, Xavier Descombes, Aurélia Vernay, Florent Villiers, François Villalba, Eric Debreuve
2019	—	`conf`	An Adaptative Threshold Operator Taking Shape into Account: Application to Mitochondrial Network Segmentation. ISBI Kévin Giulietti, Guillaume Lavisse, Aurélie Charazac, Stephan Clavel, Frédéric Bost, Xavier Descombes
2018	J	`jnl`	A stochastic framework to model axon interactions within growing neuronal populations. PLoS Comput. Biol. Agustina Razetti, Caroline Medioni, Grégoire Malandain, Florence Besse, Xavier Descombes
2018	—	`conf`	Classification of the fibronectin variants with curvelets. ISBI Anca-Ioana Grapa, Raphaël Meunier, Laure Blanc-Féraud, Georgios Efthymiou, Sebastien Schaub, Agata Radwanska, Ellen Van Obberghen-Schilling, Xavier Descombes
2017	J	`jnl`	Photometric stereo with only two images: A theoretical study and numerical resolution. Image Vis. Comput. Yvain Quéau, Roberto Mecca, Jean-Denis Durou, Xavier Descombes
2016	—	`conf`	A Stochastic Framework for Neuronal Morphological Comparison: Application to the Study of imp Knockdown Effects in Drosophila Gamma Neurons. BIOSTEC (Selected Papers) Agustina Razetti, Xavier Descombes, Caroline Medioni, Florence Besse
2016	C	`conf`	Is the vascular network discriminant enough to classify renal cell carcinoma? CBMI Alexis Zubiolo, Eric Debreuve, Damien Ambrosetti, Philippe Pognonec, Xavier Descombes
2016	—	`conf`	Statistical Characterization, Modelling and Classification of Morphological Changes in imp Mutant Drosophila Gamma Neurons. BIOINFORMATICS Agustina Razetti, Xavier Descombes, Caroline Medioni, Florence Besse
2015	—	`conf`	Cells detection using segmentation competition. ISBI Emmanuelle Poulain, Sylvain Prigent, Emmanuel Soubies, Xavier Descombes
2015	—	`conf`	Detection and tracking of Golgi outposts in microscopy data. ISBI Huei-Fang Yang, Chu-Song Chen, Xavier Descombes
2015	J	`jnl`	From Curves to Trees: A Tree-like Shapes Distance Using the Elastic Shape Analysis Framework. Neuroinformatics Alejandro Mottini, Xavier Descombes, Florence Besse
2015	—	`conf`	Morphological analysis and feature extraction of neurons from mouse cortices multiscale 3D microscopic images. EMBC Alexis Zubiolo, Kawssar Harb, Michele Studer, Eric Debreuve, Xavier Descombes
2015	—	`conf`	Motion compensation in two-photon microscopy temporal series. ISBI Caroline Medioni, Florence Besse, Xavier Descombes, Grégoire Malandain
2014	—	`conf`	Axonal tree classification using an Elastic Shape Analysis based distance. ISBI Alejandro Mottini, Xavier Descombes, Florence Besse
2014	—	`conf`	Discrete stochastic model for the generation of axonal trees. EMBC Alejandro Mottini, Xavier Descombes, Florence Besse, Eugène Pechersky
2014	—	`conf`	Head tracking and flagellum tracing for sperm motility analysis. ISBI Huei-Fang Yang, Xavier Descombes, Sylvain Prigent, Grégoire Malandain, Xavier Druart, Franck Plouraboué
2013	C	`conf`	A 3D Segmentation Algorithm for Ellipsoidal Shapes - Application to Nuclei Extraction. ICPRAM Emmanuel Soubies, Pierre Weiss, Xavier Descombes
2013	—	`conf`	An efficient optimizer for simple point process models. Computational Imaging Ahmed Gamal-Eldin, Guillaume Charpiat, Xavier Descombes, Josiane Zerubia
2013	—	`conf`	Automatic dendrite spines detection from x-ray tomography volumes. ISBI Xavier Descombes, Grégoire Malandain, Caroline Fonta, Laszlo Négyessy, Rajmund Mokso
2013	—	`conf`	Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging. ICPRAM (Selected Papers) Emmanuel Soubies, Pierre Weiss, Xavier Descombes
2013	B	`conf`	Multi-scale analysis of skin hyper-pigmentation evolution. ICIP Sylvain Prigent, Xavier Descombes, Didier Zugaj, Laurent Petit, Josiane Zerubia
2013	J	`jnl`	Shape Characterization via Boundary Distortion CoRR Xavier Descombes, Sergey A. Komech
2013	A	`conf`	Tree-like Shapes Distance Using the Elastic Shape Analysis Framework. BMVC Alejandro Mottini, Xavier Descombes, Florence Besse
2012	—	`conf`	Axon extraction from fluorescent confocal microscopy images. ISBI Alejandro Mottini, Xavier Descombes, Florence Besse
2012	J	`jnl`	Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics. IEEE Trans. Pattern Anal. Mach. Intell. Csaba Benedek, Xavier Descombes, Josiane Zerubia
2012	—	`ch.`	Interacting Adaptive Filters for Multiple Objects Detection. Mathematical Methods for Signal and Image Analysis and Representation Xavier Descombes
2012	—	`conf`	Tracking Growing Axons by Particle Filtering in 3D + t Fluorescent Two-Photon Microscopy Images. ACCV (3) Huei-Fang Yang, Xavier Descombes, Charles Kervrann, Caroline Medioni, Florence Besse
2012	—	`conf`	Vascular network segmentation: An unsupervised approach. ISBI Xavier Descombes, Franck Plouraboué, Abdelhakim El Boustani, Caroline Fonta, Geraldine LeDuc, Raphael Serduc, Timm Weitkamp
2011	J	`jnl`	A Marked Point Process Model Including Strong Prior Shape Information Applied to Multiple Object Extraction From Images. Int. J. Comput. Vis. Image Process. Maria S. Kulikova, Ian Jermyn, Xavier Descombes, Elena A. Zhizhina, Josiane Zerubia
2011	B	`conf`	A fast Multiple Birth and Cut algorithm using belief propagation. ICIP Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia
2011	Misc	`conf`	A novel algorithm for occlusions and perspective effects using a 3D object process. ICASSP Ahmed Gamal-Eldin, Xavier Descombes, Josiane Zerubia
2011	—	`conf`	Brain tumor vascular network segmentation from micro-tomography. ISBI Xavier Descombes, Franck Plouraboué, Abdelhakim El Boustani, Caroline Fonta, Geraldine LeDuc, Raphael Serduc, Timm Weitkamp
2011	B	`conf`	Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images. ICIP Sylvain Prigent, Didier Zugaj, Xavier Descombes, Philippe Martel, Josiane Zerubia
2011	—	`conf`	Shape Descriptor Based on the Volume of Transformed Image Boundary. PReMI Xavier Descombes, Sergey A. Komech
2011	—	`conf`	Tree crown detection in high resolution optical images during the early growth stages of Eucalyptus plantations in Brazil. ACPR Jia Zhou, Christophe Proisy, Pierre Couteron, Xavier Descombes, Josiane Zerubia, Guerric le Maire, Yann Nouvellon
2010	B	`conf`	Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles. ICPR Csaba Benedek, Xavier Descombes, Josiane Zerubia
2010	—	`conf`	Extraction of arbitrarily-shaped objects using stochastic multiple birth-and-death dynamics and active contours. Computational Imaging Maria S. Kulikova, Ian H. Jermyn, Xavier Descombes, Elena A. Zhizhina, Josiane Zerubia
2010	J	`jnl`	Geometric Feature Extraction by a Multimarked Point Process. IEEE Trans. Pattern Anal. Mach. Intell. Florent Lafarge, Georgy L. Gimel'farb, Xavier Descombes
2010	B	`conf`	Multi-spectral image analysis for skin pigmentation classification. ICIP Sylvain Prigent, Xavier Descombes, Didier Zugaj, Philippe Martel, Josiane Zerubia
2010	J	`jnl`	Multiple Birth and Cut Algorithm for Multiple Object Detection. J. Multim. Process. Technol. Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia
2010	—	`conf`	Multiple Birth and Cut Algorithm for Point Process Optimization. SITIS Ahmed Gamal-Eldin, Xavier Descombes, Josiane Zerubia
2010	—	`conf`	Spectral analysis and unsupervised SVM classification for skin hyper-pigmentation classification. WHISPERS Sylvain Prigent, Xavier Descombes, Didier Zugaj, Josiane Zerubia
2010	J	`jnl`	Structural Approach for Building Reconstruction from a Single DSM. IEEE Trans. Pattern Anal. Mach. Intell. Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny
2010	—	`conf`	Two DOF Camera Pose Estimation with a Planar Stochastic Reference Grid. VISAPP (2) Giovanni Gherdovich, Xavier Descombes
2010	J	`jnl`	Unsupervised line network extraction in remote sensing using a polyline process. Pattern Recognit. Caroline Lacoste, Xavier Descombes, Josiane Zerubia
2009	—	`conf`	A Marked Point Process Model with Strong Prior Shape Information for the Extraction of Multiple, Arbitrarily-Shaped Objects. SITIS Maria S. Kulikova, Ian Jermyn, Xavier Descombes, Josiane Zerubia, Elena A. Zhizhina
2009	A	`conf`	Building extraction and change detection in multitemporal remotely sensed images with multiple birth and death dynamics. WACV Csaba Benedek, Xavier Descombes, Josiane Zerubia
2009	J	`jnl`	Comparative Study on the Performance of Multiparameter SAR Data for Operational Urban Areas Extraction Using Textural Features. IEEE Geosci. Remote. Sens. Lett. Christina Corbane, Nicolas N. Baghdadi, Xavier Descombes, Geraldo Wilson Junior, Nicolas Villeneuve, Michel Petit
2009	—	`conf`	Conditional Mixed-state Model for Structural Change Analysis from Very High Resolution Optical Images. IGARSS (2) Benjamin Belmudez, Véronique Prinet, Jian-Feng Yao, Patrick Bouthemy, Xavier Descombes
2009	J	`jnl`	Object Extraction Using a Stochastic Birth-and-Death Dynamics in Continuum. J. Math. Imaging Vis. Xavier Descombes, Robert Minlos, Elena A. Zhizhina
2009	B	`conf`	Object extraction from high resolution SAR images using a birth and death dynamics. ICIP Fatih Arslan, Xavier Descombes, Josiane Zerubia
2009	—	`conf`	Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images. EMMCVPR Florent Chatelain, Xavier Descombes, Josiane Zerubia
2008	B	`conf`	A Geometric Primitive Extraction Process for Remote Sensing Problems. ACIVS Florent Lafarge, Georgy L. Gimel'farb, Xavier Descombes
2008	J	`jnl`	A Marked Point Process of Rectangles and Segments for Automatic Analysis of Digital Elevation Models. IEEE Trans. Pattern Anal. Mach. Intell. Mathias Ortner, Xavier Descombes, Josiane Zerubia
2008	Misc	`conf`	Automatic Flamingo detection using a multiple birth and death process. ICASSP Stig Descamps, Xavier Descombes, Arnaud Bechet, Josiane Zerubia
2008	A*	`conf`	Building reconstruction from a single DEM. CVPR Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny
2008	—	`conf`	Combining one-class support vector machines and hysteresis thresholding: Application to burnt area mapping. EUSIPCO Olivier Zammit, Xavier Descombes, Josiane Zerubia
2008	J	`jnl`	Gap Filling of 3-D Microvascular Networks by Tensor Voting. IEEE Trans. Medical Imaging Laurent Risser, Franck Plouraboué, Xavier Descombes
2008	—	`conf`	Mixing geometric and radiometric features for change classification. Computational Imaging Alexandre Fournier, Xavier Descombes, Josiane Zerubia
2007	—	`conf`	3D City Modeling Based on Hidden Markov Model. ICIP (2) Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny
2007	J	`jnl`	Ant Colony Optimization for Image Regularization Based on a Nonstationary Markov Modeling. IEEE Trans. Image Process. Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, Xavier Descombes
2007	C	`conf`	Assessment of different classification algorithms for burnt land discrimination. IGARSS Olivier Zammit, Xavier Descombes, Josiane Zerubia
2007	J	`jnl`	Building Outline Extraction from Digital Elevation Models Using Marked Point Processes. Int. J. Comput. Vis. Mathias Ortner, Xavier Descombes, Josiane Zerubia
2007	—	`conf`	Forest fire detection based on Gaussian field analysis. EUSIPCO Florent Lafarge, Xavier Descombes, Josiane Zerubia
2007	—	`conf`	Gap filling in 3D vessel like patterns with tensor fields - application to high resolution computed tomography images of vessel networks. VISAPP (1) Laurent Risser, Franck Plouraboué, Xavier Descombes
2007	—	`conf`	Image deconvolution using a stochastic differential equation approach. VISAPP (Special Sessions) Xavier Descombes, M. Lebellego, Elena A. Zhizhina
2007	C	`conf`	Indexing Satellite Images with Features Computed from Man-Made Structures on the Earth's Surface. CBMI Avik Bhattacharya, Michel Roux, Henri Maître, Ian H. Jermyn, Xavier Descombes, Josiane Zerubia
2007	—	`conf`	Tree species classification using radiometry, texture and shape based features. EUSIPCO Maria S. Kulikova, Meena Mani, Anuj Srivastava, Xavier Descombes, Josiane Zerubia
2007	—	`conf`	Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification. PReMI Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, Xavier Descombes
2006	—	`conf`	2D and 3D Vegetation Resource Parameters Assessment using Marked Point Processes. ICPR (1) Guillaume Perrin, Xavier Descombes, Josiane Zerubia
2006	—	`conf`	An Automatic 3D City Model: A Bayesian Approach Using Satellite Images. ICASSP (2) Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny
2006	B	`conf`	An Automatic Building Reconstruction Method : A Structural Approach using High Resolution Satellite Images. ICIP Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny
2006	—	`conf`	Computing statistics from a graph representation of road networks in satellite images for indexing and retrieval. CompIMAGE Avik Bhattacharya, Ian H. Jermyn, Xavier Descombes, Josiane Zerubia
2006	—	`conf`	Galaxy Filament Detection Using the Quality Candy Model. ICASSP (2) Pierre Gernez, Xavier Descombes, Josiane Zerubia, Éric Slezak, Albert Bijaoui
2006	—	`conf`	Point Processes of Segments and Rectangles for Building Extraction from Digital Elevation Models. ICASSP (2) Mathias Ortner, Xavier Descombes, Josiane Zerubia
2006	—	`ch.`	Wulff Shapes at Zero Temperature for Some Models Used in Image Processing. Statistics and Analysis of Shapes Xavier Descombes, Eugène Pechersky
2005	—	`conf`	A marked point process model for tree crown extraction in plantations. ICIP (1) Guillaume Perrin, Xavier Descombes, Josiane Zerubia
2005	—	`conf`	Adaptive Simulated Annealing for Energy Minimization Problem in a Marked Point Process Application. EMMCVPR Guillaume Perrin, Xavier Descombes, Josiane Zerubia
2005	—	`conf`	Extraction of hydrographic networks from satellite images using a hierarchical model within a stochastic geometry framework. EUSIPCO Caroline Lacoste, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi
2005	J	`jnl`	Point Processes for Unsupervised Line Network Extraction in Remote Sensing. IEEE Trans. Pattern Anal. Mach. Intell. Caroline Lacoste, Xavier Descombes, Josiane Zerubia
2005	—	`conf`	Textural kernel for SVM classification in remote sensing: application to forest fire detection and urban area extraction. ICIP (3) Florent Lafarge, Xavier Descombes, Josiane Zerubia
2004	J	`jnl`	A Gibbs Point Process for Road Extraction from Remotely Sensed Images. Int. J. Comput. Vis. Radu Stoica, Xavier Descombes, Josiane Zerubia
2004	—	`conf`	A discontinuity detector for building extraction from Digital Elevation Models by stochastic geometry. EUSIPCO Mathias Ortner, Xavier Descombes, Josiane Zerubia
2004	J	`jnl`	An object-based approach for detecting small brain lesions: application to Virchow-Robin spaces. IEEE Trans. Medical Imaging Xavier Descombes, Frithjof Kruggel, Gert Wollny, Hermann Josef Gertz
2004	—	`conf`	Bayesian geometric model for line network extraction from satellite images. ICASSP (3) Caroline Lacoste, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi
2004	J	`jnl`	Gibbs Field Approaches in Image Processing Problems. Probl. Inf. Transm. Xavier Descombes, Elena A. Zhizhina
2004	—	`book`	Méthodes stochastiques en analyse d'image : des champs de Markov aux processus ponctuels marqués. Xavier Descombes
2004	J	`jnl`	Texture feature analysis using a gauss-Markov model in hyperspectral image classification. IEEE Trans. Geosci. Remote. Sens. Guillaume Rellier, Xavier Descombes, Frédéric Falzon, Josiane Zerubia
2004	—	`conf`	Tree crown extraction using marked point processes. EUSIPCO Guillaume Perrin, Xavier Descombes, Josiane Zerubia
2004	—	`conf`	Unsupervised line network extraction from remotely sensed images by polyline process. EUSIPCO Caroline Lacoste, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi
2003	J	`jnl`	A Multiresolution Approach for Shape from Shading Coupling Deterministic and Stochastic Optimization. IEEE Trans. Pattern Anal. Mach. Intell. Alain Crouzil, Xavier Descombes, Jean-Denis Durou
2003	—	`conf`	Building extraction from digital elevation models. ICASSP (3) Mathias Ortner, Xavier Descombes, Josiane Zerubia
2003	C	`conf`	Remotely sensed image segmentation using an object point process. IGARSS Sébastien Drot, Hervé Le Men, Xavier Descombes, Josiane Zerubia
2003	—	`conf`	Road network extraction in remote sensing by a Markov object process. ICIP (3) Caroline Lacoste, Xavier Descombes, Josiane Zerubia
2003	C	`conf`	Urban scene rendering using object description. IGARSS F. Cerdat, Xavier Descombes, Josiane Zerubia
2002	—	`conf`	A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas. ICPR (1) Guillaume Rellier, Xavier Descombes, Josiane Zerubia, Frédéric Falzon
2002	—	`conf`	Fusion of radiometry and textural information for SIR-C image classification. ICIP (3) Oscar Viveros-Cancino, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi
2002	J	`jnl`	Local registration and deformation of a road cartographic database on a SPOT satellite image. Pattern Recognit. Guillaume Rellier, Xavier Descombes, Josiane Zerubia
2002	J	`jnl`	Marked point process in image analysis. IEEE Signal Process. Mag. Xavier Descombes, Josiane Zerubia
2002	—	`conf`	Object Point Processes for Image Segmentation. ICPR (2) Sébastien Drot, Xavier Descombes, Hervé Le Men, Josiane Zerubia
2001	J	`jnl`	A RJMCMC Algorithm for Object Processes in Image Processing. Monte Carlo Methods Appl. Xavier Descombes, Radu Stoica, Laurent Garcin, Josiane Zerubia
2001	—	`conf`	Building detection by Markov object processes. ICIP (2) Laurent Garcin, Xavier Descombes, Josiane Zerubia, Hervé Le Men
2000	B	`conf`	Deformation of a Cartographic Road Network on a Spot Satellite Image. ICIP Guillaume Rellier, Xavier Descombes, Josiane Zerubia
2000	B	`conf`	Fully Unsupervised Fuzzy Clustering with Entropy Criterion. ICPR Anne Lorette, Xavier Descombes, Josiane Zerubia
2000	J	`jnl`	Texture Analysis through a Markovian Modelling and Fuzzy Classification: Application to Urban Area Extraction from Satellite Images. Int. J. Comput. Vis. Anne Lorette, Xavier Descombes, Josiane Zerubia
1999	J	`jnl`	A Markov Pixon Information Approach for Low-Level Image Description. IEEE Trans. Pattern Anal. Mach. Intell. Xavier Descombes, Frithjof Kruggel
1999	J	`jnl`	Estimating Gaussian Markov random field parameters in a nonstationary framework: application to remote sensing imaging. IEEE Trans. Image Process. Xavier Descombes, Marc Sigelle, Françoise J. Prêteux
1999	J	`jnl`	Estimation of Markov random field prior parameters using Markov chain Monte Carlo maximum likelihood. IEEE Trans. Image Process. Xavier Descombes, Robin D. Morris, Josiane Zerubia, Marc Berthod
1999	—	`conf`	Metropolis vs Kawasaki Dynamic for Image Segmentation Based on Gibbs Models. EMMCVPR Xavier Descombes, Eugène Pechersky
1999	—	`conf`	Texture Analysis Through Markov Random Fields: Urban Areas Extraction. ICIP (4) Anne Lorette, Xavier Descombes, Josiane Zerubia
1999	—	`conf`	Two Markov Point Processes for Simulating Line Networks. ICIP (2) Xavier Descombes, Radu Stoica, Josiane Zerubia
1998	B	`conf`	An unsupervised clustering method using the entropy minimization. ICPR Gintautas Palubinskas, Xavier Descombes, Frithjof Kruggel
1998	—	`conf`	Die Vorverarbeitung von fMR-Daten. Bildverarbeitung für die Medizin Frithjof Kruggel, Xavier Descombes, D. Yves von Cramon
1998	J	`jnl`	Spatio-temporal fMRI Analysis using Markov Random Fields . IEEE Trans. Medical Imaging Xavier Descombes, Frithjof Kruggel, D. Yves von Cramon
1997	J	`jnl`	A Dense Class of Markov Random Fields and Associated Parameter Estimation. J. Vis. Commun. Image Represent. Xavier Descombes
1997	—	`conf`	Fully Bayesian image segmentation-an engineering perspective. ICIP (3) Robin D. Morris, Xavier Descombes, Josiane Zerubia
1997	—	`conf`	Maximum Likelihood Estimation of Markov Random Field Parameters Using Markov Chain Monte Carlo Algorithms. EMMCVPR Xavier Descombes, Robin D. Morris, Josiane Zerubia, Marc Berthod
1996	J	`jnl`	Coastline detection by a Markovian segmentation on SAR images. Signal Process. Xavier Descombes, Miguel Moctezuma, Henri Maître, Jean-Paul Rudant
1996	—	`conf`	Unsupervised Regularized Classification of Multi-Spectral MRI. VBC Dirk Vandermeulen, Xavier Descombes, Paul Suetens, Guy Marchal