X. Descombes

发表

Mapping local density of young Eucalyptus plantations by individual tree detection in high spatial resolution satellite images

J. Zerubia, G. Maire, Y. Nouvellon, 2013 .

Multi Features Based Approach for White Blood Cells Segmentation and Classification in Peripheral Blood and Bone Marrow Images

X. Descombes, M. Benomar, Amine Chikh, 2019 .

Detection and Recognition of a Collection of Objects in a Scene.

Ian H. Jermyn, J. Zerubia, X. Descombes, 2013 .

Point processes in forestry : an application to tree crown detection

J. Zerubia, X. Descombes, G. Perrin, 2006 .

Geometric Analysis of Axonal Tree Structures

Anuj Srivastava, E. Klassen, X. Descombes, 2015, Procedings of the Proceedings of the 1st International Workshop on DIFFerential Geometry in Computer Vision for Analysis of Shapes, Images and Trajectories 2015.

Gibbs point field models for extraction problems in image analysis

X. Descombes, E. Zhizhina, 2009 .

A Non-Bayesian Model for Tree Crown Extraction using Marked Point Processes

Josiane Zerubia, Xavier Descombes, Guillaume Perrin, 2006 .

Optimization Techniques for Energy Minimization Problem in a Marked Point Process Application to Forestry

Josiane Zerubia, Xavier Descombes, Guillaume Perrin, 2006 .

3D analysis of the whole subcutaneous adipose tissue reveals a complex spatial network of interconnected lobules with heterogeneous browning ability

X. Descombes, F. Plouraboué, A. Carrière, 2019, Scientific Reports.

Markov Models and MCMC Algorithms in Image Processing

X. Descombes, 2014 .

PARAMETER ESTIMATION FOR A MARKED POINT PROCESS WITHIN A FRAMEWORK OF MULTIDIMENSIONAL SHAPE EXTRACTION FROM REMOTE SENSING IMAGES

Josiane Zerubia, Xavier Descombes, Florent Chatelain, 2010 .

A structural approach for 3 D building reconstruction

J. Zerubia, X. Descombes, M. Pierrot-Deseilligny, 2008 .

Automatic 3D building reconstruction from dems : An application to PLEIADES simulations

Josiane Zerubia, Florent Lafarge, Xavier Descombes, 2006 .

A STRUCTURAL APPROACH FOR AUTOMATIC 3 D CITY MODELING

J. Zerubia, X. Descombes, F. Lafarge, 2022 .

The Ising/Potts model is not well suited to segmentation tasks

X. Descombes, J. Zerubia, J. Zerubia, 1996, 1996 IEEE Digital Signal Processing Workshop Proceedings.

Simple mechanical cues could explain adipose tissue morphology.

P. Degond, X. Descombes, L. Casteilla, 2017, Journal of theoretical biology.

Building Detection by Markov Object processes and a MCMC Algorithm

Josiane Zerubia, Xavier Descombes, Laurent Garcin, 2001 .

Wulff Shapes at Zero Temperature for Some Models Used in Image Processing

E. Pechersky, X. Descombes, 2006, Statistics and Analysis of Shapes.

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 .

Methodology for 3D scene reconstruction from digital camera images

V. Patrangenaru, V. Balan, X. Descombes, 2012 .

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

Josiane Zerubia, Xavier Descombes, Mathias Ortner, 2003 .

New Results - Cells detection using segmentation competition

Sen Wang, Xavier Descombes, Emmanuel Soubies, 2015 .

Skin lesion evaluation from multispectral images

J. Zerubia, X. Descombes, L. Petit, 2012 .

Automatic cell identification and analysis on in vivo reflectance confocal microscopy images of the human epidermis

X. Descombes, G. Stamatas, Imane Lboukili, 2022, Photonics Europe.

Automatic dendrite spines detection from x-ray tomography volumes

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

Simulation and Optimization

Florent Lafarge, Xavier Descombes, Elena Zhizhina, 2013 .

Detecting and quantifying stress granules in tissues of multicellular organisms with the Obj.MPP analysis tool

E. Debreuve, X. Descombes, Arnaud Hubstenberger, 2019, Traffic.

A hybrid approach combining cnns and variational modelling for blind image denoising

X. Descombes, L. Calatroni, Rim Rekik Dit Nekhili, 2022 .

Automating reflectance confocal microscopy image analysis for dermatological research: a review

X. Descombes, G. Stamatas, I. Lboukili, 2022, Journal of biomedical optics.

Automatic cell identification and analysis on in vivo reflectance confocal images of the human epidermis

X. Descombes, G. Stamatas, I. Lboukili, 2022 .

Building Extraction and Change Detection in Multitemporal Aerial and Satellite Images in a Joint Stochastic Approach

Josiane Zerubia, Xavier Descombes, Csaba Benedek, 2009 .

Gap Filling of 3-D Microvascular Networks by Tensor Voting

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

The Gibbs fields approach and related dynamics in image processing

X. Descombes, E. Zhizhina, X. Descombes, 2008 .

Classification of skin hyper-pigmentation lesions with multi-spectral images

Josiane Zerubia, Xavier Descombes, Sylvain Prigent, 2012 .

Detecting Stress Granules in Drosophila Neurons.

E. Debreuve, X. Descombes, A. Nakamura, 2022, Methods in molecular biology.

Fibronectin Extra Domains tune cellular responses and confer topographically distinct features to fibril networks

L. Blanc-Féraud, X. Descombes, D. Grall, 2021, Journal of Cell Science.

Identifying regions of interest in whole slide images of renal cell carcinoma

E. Debreuve, X. Descombes, M. Benomar, 2021, Research on Biomedical Engineering.

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.

Multiple Birth and Cut Algorithm for Multiple Object Detection

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

Biological image segmentation using Region-Scalable Fitting Energy with B-spline level set implementation and Watershed

E. Debreuve, X. Descombes, H. Dahman, 2022, IRBM.

Marked point process in image analysis

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

Two Markov point processes for simulating line networks

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

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

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

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 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 Outline Extraction from Digital Elevation Models Using Marked Point Processes

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

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.

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.

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.

Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions

Morten Andreas Dahl Larsen, Guillaume Perrin, François A. Gougeon, 2011 .

Age‐dependent changes in epidermal architecture explored using an automated image analysis algorithm on in vivo reflectance confocal microscopy images

X. Descombes, G. Stamatas, I. Lboukili, 2023, Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging.

Automatic granular and spinous epidermal cell identification and analysis on in vivo reflectance confocal microscopy images using cell morphological features

X. Descombes, G. Stamatas, I. Lboukili, 2023, Journal of biomedical optics.

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

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

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).

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.

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

Josiane Zerubia, Florent Lafarge, Xavier Descombes, 2008 .

Tree crown detection in high resolution optical and lidar images of tropical forest

Josiane Zerubia, Xavier Descombes, Nicolas Barbier, 2010, Remote Sensing.

Multi-spectral image analysis for skin pigmentation classification

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

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.

An automatic counter for aerial images of aggregations of large birds

Josiane Zerubia, Xavier Descombes, Stig Descamps, 2011 .

UNSUPERVISED ONE-CLASS SVM USING A WATERSHED ALGORITHM AND HYSTERESIS THRESHOLDING TO DETECT BURNT AREAS

J. Zerubia, X. Descombes, O. Zammit, 2008 .

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.

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.

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.

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).

A machine learning framework for the quantification of experimental uveitis in murine OCT

X. Descombes, A. Achim, Lindsay B. Nicholson, 2023, Biomedical optics express.

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.

Forest fire detection based on Gaussian field analysis

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

A spatial statistical framework for the parametric study 1 of fiber networks : application to fibronectin deposition 2 by normal and activated fibroblasts 3 Short title : Statistical analysis of parametric ECM fiber networks 4 5

X. Descombes, E. Obberghen-Schilling, G. Efthymiou, 2022 .

Coastline detection by a Markovian segmentation on SAR images

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

Unsupervised line network extraction in remote sensing using a polyline process

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

Multiple objects detection in biological images using a marked point process framework.

Xavier Descombes, X. Descombes, 2017, Methods.

Stochastic geometry for image analysis

Xavier Descombes, X. Descombes, 2011 .

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

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

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..

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.

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.

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

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

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.

Building reconstruction from a single DEM

J. Zerubia, X. Descombes, M. Pierrot-Deseilligny, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

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.

Unsupervised Regularized Classification of Multi-Spectral MRI

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

Fine Structures Preserving Markov Model for Image Processing

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

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.

Road extraction in remote sensed images using stochastic geometry framework

Josiane Zerubia, Xavier Descombes, Radu Stoica, 2001 .

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

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

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).

Renal Cell Carcinoma Classification from Vascular Morphology

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

A stochastic framework to model axon interactions within growing neuronal populations

Florence Besse, Grégoire Malandain, Caroline Medioni, 2018, PLoS Comput. Biol..

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.

Mixing geometric and radiometric features for change classification

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

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.

Interacting Adaptive Filters for Multiple Objects Detection

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

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.

Two DOF Camera Pose Estimation with a Planar Stochastic Reference Grid

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

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.

Application of ant colony optimization to image classification using a Markov model with non-stationary neighborhoods

X. Descombes, A. Kallel, S. Le Hégarat-Mascle, 2005, SPIE Remote Sensing.

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

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

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).

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).

Improving CNNs classification with pathologist-based expertise: the renal cell carcinoma case study

X. Descombes, Francesco Ponzio, Damien Ambrosetti, 2023, Scientific reports.

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..

AbstractBurnt area mapping using Support Vector Machines

Josiane Zerubia, Xavier Descombes, Xavier Descombes, 2006 .

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

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

Assessment of different classification algorithms for burnt land discrimination

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

A spatial statistical framework for the parametric study of fiber networks: Application to fibronectin deposition by normal and activated fibroblasts

X. Descombes, G. Efthymiou, Anca-Ioana Grapa, 2023, Biological Imaging.