Xavier Descombes

发表

SPADE: A Small Particle Detection Method Using A Dictionary Of Shapes Within The Marked Point Process Framework

Nicolas Cedilnik, Eric Debreuve, Fabienne De Graeve, 2018 .

From Curves to Trees: A Tree-like Shapes Distance Using the Elastic Shape Analysis Framework

Florence Besse, Xavier Descombes, Alejandro Mottini, 2015, Neuroinformatics.

Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging

Xavier Descombes, Emmanuel Soubies, Pierre Weiss, 2013, ICPRAM.

A novel algorithm for occlusions and perspective effects using a 3D object process

Josiane Zerubia, Xavier Descombes, Ahmed Gamal-Eldin, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-spectral image analysis for skin pigmentation classification

Josiane Zerubia, Xavier Descombes, Sylvain Prigent, 2010, 2010 IEEE International Conference on Image Processing.

Tree crown extraction using marked point processes

Josiane Zerubia, Xavier Descombes, Guillaume Perrin, 2004, 2004 12th European Signal Processing Conference.

Geometric Feature Extraction by a Multimarked Point Process

Florent Lafarge, Georgy L. Gimel'farb, Xavier Descombes, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A 3D Segmentation Algorithm for Ellipsoidal Shapes - Application to Nuclei Extraction

Xavier Descombes, Emmanuel Soubies, Pierre Weiss, 2013, ICPRAM.

Texture Analysis through a Markovian Modelling and Fuzzy Classification: Application to Urban Area Extraction from Satellite Images

Josiane Zerubia, Xavier Descombes, Anne Lorette, 2000, International Journal of Computer Vision.

An Automatic Building Reconstruction Method : A Structural Approach using High Resolution Satellite Images

Josiane Zerubia, Florent Lafarge, Marc Pierrot Deseilligny, 2006, 2006 International Conference on Image Processing.

Die Vorverarbeitung von fMR-Daten

Xavier Descombes, Frithjof Kruggel, D. Yves von Cramon, 1998, Bildverarbeitung für die Medizin.

An Automatic 3D City Model : A Bayesian Approach Using Satellite Images

Josiane Zerubia, Florent Lafarge, Marc Pierrot Deseilligny, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Automatic Flamingo detection using a multiple birth and death process

Josiane Zerubia, Xavier Descombes, Stig Descamps, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Shape Characterization via Boundary Distortion pdf

Xavier Descombes, Sergey A. Komech, 2013, ArXiv.

Spatio-temporal fMRI analysis using Markov random fields

Xavier Descombes, Frithjof Kruggel, D. Yves von Cramon, 1998, IEEE Transactions on Medical Imaging.

Mixing geometric and radiometric features for change classification

Josiane Zerubia, Xavier Descombes, Alexandre Fournier, 2008, Electronic Imaging.

New Results - Cells detection using segmentation competition

Sen Wang, Xavier Descombes, Emmanuel Soubies, 2015 .

Stochastic Geometry for Image Analysis: Descombes/Stochastic Geometry for Image Analysis

Xavier Descombes, 2013 .

A fission and fusion Markovian approach for multi-channel segmentation

Xavier Descombes, 1995, 1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications.

Topology and parameter estimation in Markov random field modeling

Francoise J. Preteux, Xavier Descombes, 1993, Optics & Photonics.

Point Processes of Segments and Rectangles for Building Extraction from Digital Elevation Models

Josiane Zerubia, Xavier Descombes, Mathias Ortner, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Fusion of radiometry and textural information for SIR-C image classification

Josiane Zerubia, Xavier Descombes, Nicolas Baghdadi, 2002, ICIP.

Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles

Josiane Zerubia, Xavier Descombes, Csaba Benedek, 2010, 2010 20th International Conference on Pattern Recognition.

Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images

Josiane Zerubia, Xavier Descombes, Sylvain Prigent, 2011, 2011 18th IEEE International Conference on Image Processing.

Local registration and deformation of a road cartographic database on a SPOT satellite image

Josiane Zerubia, Xavier Descombes, Guillaume Rellier, 2002, Pattern Recognit..

A Dense Class of Markov Random Fields and Associated Parameter Estimation

Xavier Descombes, 1997, J. Vis. Commun. Image Represent..

Automatic dendrite spines detection from x-ray tomography volumes

Xavier Descombes, Grégoire Malandain, Caroline Fonta, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Detection and tracking of Golgi outposts in microscopy data

Xavier Descombes, Chu-Song Chen, Huei-Fang Yang, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Cells detection using segmentation competition

Xavier Descombes, Emmanuel Soubies, Sylvain Prigent, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

A Stochastic Framework for Neuronal Morphological Comparison: Application to the Study of imp Knockdown Effects in Drosophila Gamma Neurons

Florence Besse, Xavier Descombes, A. Razetti, 2016, BIOSTEC.

Axon extraction from fluorescent confocal microscopy images

Florence Besse, Xavier Descombes, Alejandro Mottini, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Marked point process in image analysis

Josiane Zerubia, Xavier Descombes, J. Zerubia, 2002, IEEE Signal Process. Mag..

A Gauss-Markov model for hyperspectral texture analysis of urban areas

Josiane Zerubia, Xavier Descombes, Guillaume Rellier, 2002, Object recognition supported by user interaction for service robots.

Automatic crown cover mapping to improve forest inventory

Josiane Zerubia, Xavier Descombes, Guillaume Perrin, 2009 .

Coastline detection by a Markovian segmentation on SAR images

Xavier Descombes, Henri Maître, Jean-Paul Rudant, 1996, Signal Process..

Unsupervised Regularized Classification of Multi-Spectral MRI

Guy Marchal, Paul Suetens, Dirk Vandermeulen, 1996, VBC.

Unsupervised line network extraction from remotely sensed images by polyline process

Josiane Zerubia, Xavier Descombes, Caroline Lacoste, 2004, 2004 12th European Signal Processing Conference.

Fully Bayesian image segmentation-an engineering perspective

Josiane Zerubia, Xavier Descombes, Robin D. Morris, 1997, Proceedings of International Conference on Image Processing.

3D City Modeling Based on Hidden Markov Model

Josiane Zerubia, Florent Lafarge, Marc Pierrot Deseilligny, 2007, 2007 IEEE International Conference on Image Processing.

Extraction of arbitrarily-shaped objects using stochastic multiple birth-and-death dynamics and active contours

Josiane Zerubia, Xavier Descombes, Ian H. Jermyn, 2010, Electronic Imaging.

Motion compensation in two-photon microscopy temporal series

Florence Besse, Xavier Descombes, Grégoire Malandain, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Building reconstruction from a single DEM

Josiane Zerubia, Florent Lafarge, Marc Pierrot Deseilligny, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

An Analysis of Some Models Used in Image Segmentation

Josiane Zerubia, Xavier Descombes, Robin D. Morris, 1996 .

Structural Approach for Building Reconstruction from a Single DSM

Josiane Zerubia, Florent Lafarge, Marc Pierrot Deseilligny, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Fine Structures Preserving Markov Model for Image Processing

Xavier Descombes, Marc Sigelle, Jean-François Mangin, 1995 .

Computing Statistics from Man-Made Structures on the Earth's Surface for Indexing Satellite Images

Josiane Zerubia, Henri Maitre, Xavier Descombes, 2007 .

Deformation of a cartographic road network on a SPOT satellite image

Josiane Zerubia, Xavier Descombes, Guillaume Rellier, 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

A marked point process model for tree crown extraction in plantations

Josiane Zerubia, Xavier Descombes, Guillaume Perrin, 2005, IEEE International Conference on Image Processing 2005.

A Reversible Jump MCMC Sampler for Object Detection in Image Processing

Josiane Zerubia, Xavier Descombes, Mathias Ortner, 2006 .

Estimation of Markov random field prior parameters using Markov chain Monte Carlo maximum likelihood

Josiane Zerubia, Xavier Descombes, Marc Berthod, 1999, IEEE Trans. Image Process..

Head tracking and flagellum tracing for sperm motility analysis

Xavier Descombes, Grégoire Malandain, Huei-Fang Yang, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Object extraction from high resolution SAR images using a birth and death dynamics

Josiane Zerubia, Xavier Descombes, Fatih Arslan, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images

Josiane Zerubia, Xavier Descombes, Florent Chatelain, 2009, EMMCVPR.

A discontinuity detector for building extraction from Digital Elevation Models by stochastic geometry

Josiane Zerubia, Xavier Descombes, Mathias Ortner, 2004, 2004 12th European Signal Processing Conference.

Automatic Building Extraction from DEMs using an Object Approach and Application to the 3D-city Modeling

Josiane Zerubia, Florent Lafarge, Xavier Descombes, 2008 .

Méthodes stochastiques en analyse d'image : des champs de Markov aux processus ponctuels marqués

Xavier Descombes, 2004 .

Comparative Study on the Performance of Multiparameter SAR Data for Operational Urban Areas Extraction Using Textural Features

Xavier Descombes, Nicolas Baghdadi, Christina Corbane, 2009, IEEE Geoscience and Remote Sensing Letters.

Unsupervised line network extraction in remote sensing using a polyline process

Josiane Zerubia, Xavier Descombes, Caroline Lacoste, 2010, Pattern Recognit..

Maximum Likelihood Estimation of Markov Random Field Parameters Using Markov Chain Monte Carlo Algorithms

Josiane Zerubia, Xavier Descombes, Marc Berthod, 1997, EMMCVPR.

Morphological analysis and feature extraction of neurons from mouse cortices multiscale 3D microscopic images

Eric Debreuve, Xavier Descombes, Alexis Zubiolo, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Marked Point Process of Rectangles and Segments for Automatic Analysis of Digital Elevation Models

Josiane Zerubia, Xavier Descombes, Mathias Ortner, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Building detection by Markov object processes

Hervé Le Men, Josiane Zerubia, Xavier Descombes, 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

A Markov Point Process for Road Extraction in Remote Sensed Images

Josiane Zerubia, Xavier Descombes, Radu Stoica, 2000 .

Gap filling in 3D vessel like patterns with tensor fields - application to high resolution computed tomography images of vessel networks

Laurent Risser, Xavier Descombes, Franck Plouraboué, 2007, VISAPP.

Statistical Characterization, Modelling and Classification of Morphological Changes in imp Mutant Drosophila Gamma Neurons

Florence Besse, Xavier Descombes, A. Razetti, 2016, BIOINFORMATICS.

Forest fire detection based on Gaussian field analysis

Josiane Zerubia, Florent Lafarge, Xavier Descombes, 2007, 2007 15th European Signal Processing Conference.

Road network extraction in remote sensing by a Markov object process

Josiane Zerubia, Xavier Descombes, Caroline Lacoste, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

A RJMCMC Algorithm for Object Processes in Image Processing

Josiane Zerubia, Xavier Descombes, Radu Stoica, 2001, Monte Carlo Methods Appl..

Estimating Gaussian Markov random field parameters in a nonstationary framework: application to remote sensing imaging

Xavier Descombes, Françoise J. Prêteux, Marc Sigelle, 1999, IEEE Trans. Image Process..

Is the vascular network discriminant enough to classify renal cell carcinoma?

Eric Debreuve, Xavier Descombes, Alexis Zubiolo, 2016, 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI).

Building extraction from digital elevation models

Josiane Zerubia, Xavier Descombes, Mathias Ortner, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Two DOF Camera Pose Estimation with a Planar Stochastic Reference Grid

Xavier Descombes, Giovanni Gherdovich, X. Descombes, 2010, VISAPP.

Graph-matching model using Gibbsian modeling: application to map/SPOT image road networks for map updating

Josiane Zerubia, Xavier Descombes, Sabine Randriamasy, 1999, Optics & Photonics.

Multi-scale analysis of skin hyper-pigmentation evolution

Josiane Zerubia, Xavier Descombes, Sylvain Prigent, 2013, 2013 IEEE International Conference on Image Processing.

Extraction of hydrographic networks from satellite images using a hierarchical model within a stochastic geometry framework

Josiane Zerubia, Xavier Descombes, Caroline Lacoste, 2005, 2005 13th European Signal Processing Conference.

Spectral analysis and unsupervised SVM classification for skin hyper-pigmentation classification

Josiane Zerubia, Xavier Descombes, Sylvain Prigent, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Gibbs Field Approaches in Image Processing Problems

Xavier Descombes, Elena A. Zhizhina, 2004, Probl. Inf. Transm..

Tracking Growing Axons by Particle Filtering in 3D + t Fluorescent Two-Photon Microscopy Images

Charles Kervrann, Florence Besse, Xavier Descombes, 2012, ACCV.

Fully unsupervised fuzzy clustering with entropy criterion

Josiane Zerubia, Xavier Descombes, Anne Lorette, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics

Josiane Zerubia, Xavier Descombes, Csaba Benedek, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Two Markov point processes for simulating line networks

Josiane Zerubia, Xavier Descombes, Radu Stoica, 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

Textural kernel for SVM classification in remote sensing: application to forest fire detection and urban area extraction

Josiane Zerubia, Florent Lafarge, Xavier Descombes, 2005, IEEE International Conference on Image Processing 2005.

A Geometric Primitive Extraction Process for Remote Sensing Problems

Florent Lafarge, Georgy L. Gimel'farb, Xavier Descombes, 2008, ACIVS.

Computing statistics from a graph representation of road networks in satellite images for indexing and retrieval

Avik Bhattacharya, Josiane Zerubia, Xavier Descombes, 2006, CompIMAGE.

8. Unsupervised Problems

Yves Goussard, Xavier Descombes, 2010 .

A fast Multiple Birth and Cut algorithm using belief propagation

Josiane Zerubia, Xavier Descombes, Guillaume Charpiat, 2011, 2011 18th IEEE International Conference on Image Processing.

Photometric stereo with only two images: A theoretical study and numerical resolution

Xavier Descombes, Jean-Denis Durou, Yvain Quéau, 2017, Image Vis. Comput..

Shape Descriptor Based on the Volume of Transformed Image Boundary

Xavier Descombes, Sergey A. Komech, 2011, PReMI.

Bayesian geometric model for line network extraction from satellite images

Josiane Zerubia, Xavier Descombes, Caroline Lacoste, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

2D and 3D Vegetation Resource Parameters Assessment using Marked Point Processes

Josiane Zerubia, Xavier Descombes, Guillaume Perrin, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification

Xavier Descombes, Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, 2007, PReMI.

Object point processes for image segmentation

Hervé Le Men, Josiane Zerubia, Xavier Descombes, 2002, Object recognition supported by user interaction for service robots.

A Gibbs Point Process for Road Extraction from Remotely Sensed Images

Josiane Zerubia, Xavier Descombes, Radu Stoica, 2004, International Journal of Computer Vision.

Combining one-class support vector machines and hysteresis thresholding: Application to burnt area mapping

Josiane Zerubia, Xavier Descombes, Olivier Zammit, 2008, 2008 16th European Signal Processing Conference.

Indexing Satellite Images with Features Computed from Man-Made Structures on the Earth's Surface

Avik Bhattacharya, Josiane Zerubia, Xavier Descombes, 2007, 2007 International Workshop on Content-Based Multimedia Indexing.

Adaptive Simulated Annealing for Energy Minimization Problem in a Marked Point Process Application

Josiane Zerubia, Xavier Descombes, Guillaume Perrin, 2005, EMMCVPR.

Point processes for unsupervised line network extraction in remote sensing

Josiane Zerubia, Xavier Descombes, Caroline Lacoste, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Vascular network segmentation: An unsupervised approach

Xavier Descombes, Timm Weitkamp, Franck Plouraboué, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Assessment of different classification algorithms for burnt land discrimination

Josiane Zerubia, Xavier Descombes, Olivier Zammit, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Axonal tree classification using an Elastic Shape Analysis based distance

Florence Besse, Xavier Descombes, Alejandro Mottini, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

A Marked Point Process Model Including Strong Prior Shape Information Applied to Multiple Object Extraction From Images

Josiane Zerubia, Xavier Descombes, Ian H. Jermyn, 2011, Int. J. Comput. Vis. Image Process..

Classification of the fibronectin variants with curvelets

Xavier Descombes, Laure Blanc-Féraud, Anca-Ioana Grapa, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Conditional mixed-state model for structural change analysis from very high resolution optical images

Patrick Bouthemy, Xavier Descombes, Véronique Prinet, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Image deconvolution using a stochastic differential equation approach

Xavier Descombes, Elena A. Zhizhina, M. Lebellego, 2007, VISAPP.

Gap Filling of 3-D Microvascular Networks by Tensor Voting

Laurent Risser, Xavier Descombes, Franck Plouraboué, 2008, IEEE Transactions on Medical Imaging.

Tree-like Shapes Distance Using the Elastic Shape Analysis Framework

Florence Besse, Xavier Descombes, Alejandro Mottini, 2013, BMVC.

Metropolis vs Kawasaki Dynamic for Image Segmentation Based on Gibbs Models

Xavier Descombes, Eugène Pechersky, 1999, EMMCVPR.

fMRI Signal Restoration Using a Spatio-Temporal Markov Random Field Preserving Transitions

Xavier Descombes, Frithjof Kruggel, D. Yves von Cramon, 1998, NeuroImage.

An adaptive simulated annealing cooling schedule for object detection in images

Josiane Zerubia, Xavier Descombes, Mathias Ortner, 2007 .

Building extraction and change detection in multitemporal remotely sensed images with multiple birth and death dynamics

Josiane Zerubia, Xavier Descombes, Csaba Benedek, 2009, 2009 Workshop on Applications of Computer Vision (WACV).

Texture analysis through Markov random fields: urban areas extraction

Josiane Zerubia, Xavier Descombes, Anne Lorette, 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

Brain tumor vascular network segmentation from micro-tomography

Xavier Descombes, Timm Weitkamp, Franck Plouraboué, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

A Marked Point Process Model with Strong Prior Shape Information for the Extraction of Multiple, Arbitrarily-Shaped Objects

Josiane Zerubia, Xavier Descombes, Ian H. Jermyn, 2009, 2009 Fifth International Conference on Signal Image Technology and Internet Based Systems.

Multiple Birth and Cut Algorithm for Multiple Object Detection

Josiane Zerubia, Xavier Descombes, Guillaume Charpiat, 2010, J. Multim. Process. Technol..

Galaxy Filament Detection Using the Quality Candy Model

Josiane Zerubia, Xavier Descombes, Albert Bijaoui, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

An object-based approach for detecting small brain lesions: application to Virchow-Robin spaces

Xavier Descombes, Frithjof Kruggel, Gert Wollny, 2004, IEEE Transactions on Medical Imaging.

Tree species classification using radiometry, texture and shape based features

Josiane Zerubia, Xavier Descombes, Anuj Srivastava, 2007, 2007 15th European Signal Processing Conference.

Optimal Transport vs Many-to-many assignment for Graph Matching

Xavier Descombes, Laure Blanc-Féraud, Anca-Ioana Grapa, 2019 .

A Markov Pixon Information Approach for Low-Level Image Description

Xavier Descombes, Frithjof Kruggel, 1999, IEEE Trans. Pattern Anal. Mach. Intell..

An unsupervised clustering method using the entropy minimization

Xavier Descombes, Frithjof Kruggel, Gintautas Palubinskas, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

Texture feature analysis using a gauss-Markov model in hyperspectral image classification

Josiane Zerubia, Xavier Descombes, Guillaume Rellier, 2004, IEEE Transactions on Geoscience and Remote Sensing.

An efficient optimizer for simple point process models

Josiane Zerubia, Xavier Descombes, Guillaume Charpiat, 2013, Electronic Imaging.

Improving IFSAR phase unwrapping by early detection of noninterferometric features

Xavier Descombes, Jean-Marie Nicolas, Florence Tupin, 1996, Remote Sensing.

Multiple Birth and Cut Algorithm for Point Process Optimization

Josiane Zerubia, Xavier Descombes, Ahmed Gamal-Eldin, 2010, 2010 Sixth International Conference on Signal-Image Technology and Internet Based Systems.

Interacting Adaptive Filters for Multiple Objects Detection

Xavier Descombes, X. Descombes, 2012, Mathematical Methods for Signal and Image Analysis and Representation.

A Multiresolution Approach for Shape from Shading Coupling Deterministic and Stochastic Optimization

Xavier Descombes, Jean-Denis Durou, Alain Crouzil, 2003, IEEE Trans. Pattern Anal. Mach. Intell..

Building Outline Extraction from Digital Elevation Models Using Marked Point Processes

Josiane Zerubia, Xavier Descombes, Mathias Ortner, 2007, International Journal of Computer Vision.

Ant Colony Optimization for Image Regularization Based on a Nonstationary Markov Modeling

Xavier Descombes, Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, 2007, IEEE Transactions on Image Processing.

Tree crown detection in high resolution optical images during the early growth stages of Eucalyptus plantations in Brazil

Josiane Zerubia, Xavier Descombes, Jia Zhou, 2011, The First Asian Conference on Pattern Recognition.

Author manuscript, published in "Journal of Mathematical Imaging and Vision (2009)" Object

Xavier Descombes, Elena A. Zhizhina, Robert Minlos, 2008 .

Discrete stochastic model for the generation of axonal trees

Florence Besse, Xavier Descombes, Alejandro Mottini, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Renal Cell Carcinoma Classification from Vascular Morphology

Eric Debreuve, Xavier Descombes, Damien Ambrosetti, 2021, MICCAI.

Convolutional Neuronal Networks for Tumor Regions Detection in Histopathology Images

Xavier Descombes, Nesma Settouti, Damien Ambrosetti, 2021, Digital Technologies and Applications.

Improved RJMCMC point process sampler for object detection on images by simulated annealing

Josiane Zerubia, Xavier Descombes, Mathias Ortner, 2003 .

A comparative study of three methods for identifying individual tree crowns in aerial images covering different types of forests

Josiane Zerubia, Xavier Descombes, Guillaume Perrin, 2006 .

Droplet Shapes for a Class of Models in $$\mathbb{Z}^2 $$ at Zero Temperature

Xavier Descombes, Eugene Pechersky, 2003 .

Forest fire detection by statistical analysis of rare events from thermical infrared images

Josiane Zerubia, Florent Lafarge, Xavier Descombes, 2007 .