Xavier Descombes

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 10

Top Venues

ISBI

EMBC

CoRR

BIOSTEC (Selected Papers)

Publications

Rudan Xiao, Damien Ambrosetti, Xavier Descombes
Multi-task Semi-supervised Learning for Vascular Network Segmentation and Renal Cell Carcinoma Classification. REMIA@MICCAI (2022)
Rudan Xiao, Eric Debreuve, Damien Ambrosetti, Xavier Descombes
Renal Cell Carcinoma Classification from Vascular Morphology. MICCAI (6) (2021)
Sarah Laroui, Xavier Descombes, Aurélia Vernay, Florent Villiers, François Villalba, Eric Debreuve
How to define a rejection class based on model learning? ICPR (2020)
Kévin Giulietti, Guillaume Lavisse, Aurélie Charazac, Stephan Clavel, Frédéric Bost, Xavier Descombes
An Adaptative Threshold Operator Taking Shape into Account: Application to Mitochondrial Network Segmentation. ISBI (2019)
Anca-Ioana Grapa, Raphaël Meunier, Laure Blanc-Féraud, Georgios Efthymiou, Sebastien Schaub, Agata Radwanska, Ellen Van Obberghen-Schilling, Xavier Descombes
Classification of the fibronectin variants with curvelets. ISBI (2018)
Agustina Razetti, Caroline Medioni, Grégoire Malandain, Florence Besse, Xavier Descombes
A stochastic framework to model axon interactions within growing neuronal populations. PLoS Comput. Biol. 14 (12) (2018)
Yvain Quéau, Roberto Mecca, Jean-Denis Durou, Xavier Descombes
Photometric stereo with only two images: A theoretical study and numerical resolution. Image Vis. Comput. 57 (2017)
Alexis Zubiolo, Eric Debreuve, Damien Ambrosetti, Philippe Pognonec, Xavier Descombes
Is the vascular network discriminant enough to classify renal cell carcinoma? CBMI (2016)
Agustina Razetti, Xavier Descombes, Caroline Medioni, Florence Besse
Statistical Characterization, Modelling and Classification of Morphological Changes in imp Mutant Drosophila Gamma Neurons. BIOINFORMATICS (2016)
Agustina Razetti, Xavier Descombes, Caroline Medioni, Florence Besse
A Stochastic Framework for Neuronal Morphological Comparison: Application to the Study of imp Knockdown Effects in Drosophila Gamma Neurons. BIOSTEC (Selected Papers) (2016)
Huei-Fang Yang, Chu-Song Chen, Xavier Descombes
Detection and tracking of Golgi outposts in microscopy data. ISBI (2015)
Alexis Zubiolo, Kawssar Harb, Michele Studer, Eric Debreuve, Xavier Descombes
Morphological analysis and feature extraction of neurons from mouse cortices multiscale 3D microscopic images. EMBC (2015)
Emmanuelle Poulain, Sylvain Prigent, Emmanuel Soubies, Xavier Descombes
Cells detection using segmentation competition. ISBI (2015)
Alejandro Mottini, Xavier Descombes, Florence Besse
From Curves to Trees: A Tree-like Shapes Distance Using the Elastic Shape Analysis Framework. Neuroinformatics 13 (2) (2015)
Caroline Medioni, Florence Besse, Xavier Descombes, Grégoire Malandain
Motion compensation in two-photon microscopy temporal series. ISBI (2015)
Alejandro Mottini, Xavier Descombes, Florence Besse
Axonal tree classification using an Elastic Shape Analysis based distance. ISBI (2014)
Alejandro Mottini, Xavier Descombes, Florence Besse, Eugène Pechersky
Discrete stochastic model for the generation of axonal trees. EMBC (2014)
Huei-Fang Yang, Xavier Descombes, Sylvain Prigent, Grégoire Malandain, Xavier Druart, Franck Plouraboué
Head tracking and flagellum tracing for sperm motility analysis. ISBI (2014)
Sylvain Prigent, Xavier Descombes, Didier Zugaj, Laurent Petit, Josiane Zerubia
Multi-scale analysis of skin hyper-pigmentation evolution. ICIP (2013)
Alejandro Mottini, Xavier Descombes, Florence Besse
Tree-like Shapes Distance Using the Elastic Shape Analysis Framework. BMVC (2013)
Xavier Descombes, Grégoire Malandain, Caroline Fonta, Laszlo Négyessy, Rajmund Mokso
Automatic dendrite spines detection from x-ray tomography volumes. ISBI (2013)
Emmanuel Soubies, Pierre Weiss, Xavier Descombes
A 3D Segmentation Algorithm for Ellipsoidal Shapes - Application to Nuclei Extraction. ICPRAM (2013)
Xavier Descombes, Sergey A. Komech
Shape Characterization via Boundary Distortion CoRR (2013)
Emmanuel Soubies, Pierre Weiss, Xavier Descombes
Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging. ICPRAM (Selected Papers) (2013)
Ahmed Gamal-Eldin, Guillaume Charpiat, Xavier Descombes, Josiane Zerubia
An efficient optimizer for simple point process models. Computational Imaging (2013)
Alejandro Mottini, Xavier Descombes, Florence Besse
Axon extraction from fluorescent confocal microscopy images. ISBI (2012)
Huei-Fang Yang, Xavier Descombes, Charles Kervrann, Caroline Medioni, Florence Besse
Tracking Growing Axons by Particle Filtering in 3D + t Fluorescent Two-Photon Microscopy Images. ACCV (3) (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) (2012)
Xavier Descombes, Franck Plouraboué, Abdelhakim El Boustani, Caroline Fonta, Geraldine LeDuc, Raphael Serduc, Timm Weitkamp
Vascular network segmentation: An unsupervised approach. ISBI (2012)
Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia
A fast Multiple Birth and Cut algorithm using belief propagation. ICIP (2011)
Ahmed Gamal-Eldin, Xavier Descombes, Josiane Zerubia
A novel algorithm for occlusions and perspective effects using a 3D object process. ICASSP (2011)
Xavier Descombes, Franck Plouraboué, Abdelhakim El Boustani, Caroline Fonta, Geraldine LeDuc, Raphael Serduc, Timm Weitkamp
Brain tumor vascular network segmentation from micro-tomography. ISBI (2011)
Xavier Descombes, Sergey A. Komech
Shape Descriptor Based on the Volume of Transformed Image Boundary. PReMI (2011)
Jia Zhou, Christophe Proisy, Pierre Couteron, Xavier Descombes, Josiane Zerubia, Guerric le Maire, Yann Nouvellon
Tree crown detection in high resolution optical images during the early growth stages of Eucalyptus plantations in Brazil. ACPR (2011)
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)
Maria S. Kulikova, Ian Jermyn, Xavier Descombes, Elena A. Zhizhina, Josiane Zerubia
A Marked Point Process Model Including Strong Prior Shape Information Applied to Multiple Object Extraction From Images. Int. J. Comput. Vis. Image Process. 1 (2) (2011)
Sylvain Prigent, Xavier Descombes, Didier Zugaj, Josiane Zerubia
Spectral analysis and unsupervised SVM classification for skin hyper-pigmentation classification. WHISPERS (2010)
Maria S. Kulikova, Ian H. Jermyn, Xavier Descombes, Elena A. Zhizhina, Josiane Zerubia
Extraction of arbitrarily-shaped objects using stochastic multiple birth-and-death dynamics and active contours. Computational Imaging (2010)
Sylvain Prigent, Xavier Descombes, Didier Zugaj, Philippe Martel, Josiane Zerubia
Multi-spectral image analysis for skin pigmentation classification. ICIP (2010)
Giovanni Gherdovich, Xavier Descombes
Two DOF Camera Pose Estimation with a Planar Stochastic Reference Grid. VISAPP (2) (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) (2010)
Florent Lafarge, Georgy L. Gimel'farb, Xavier Descombes
Geometric Feature Extraction by a Multimarked Point Process. IEEE Trans. Pattern Anal. Mach. Intell. 32 (9) (2010)
Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia
Multiple Birth and Cut Algorithm for Multiple Object Detection. J. Multim. Process. Technol. 1 (4) (2010)
Ahmed Gamal-Eldin, Xavier Descombes, Josiane Zerubia
Multiple Birth and Cut Algorithm for Point Process Optimization. SITIS (2010)
Caroline Lacoste, Xavier Descombes, Josiane Zerubia
Unsupervised line network extraction in remote sensing using a polyline process. Pattern Recognit. 43 (4) (2010)
Csaba Benedek, Xavier Descombes, Josiane Zerubia
Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles. ICPR (2010)
Fatih Arslan, Xavier Descombes, Josiane Zerubia
Object extraction from high resolution SAR images using a birth and death dynamics. ICIP (2009)
Benjamin Belmudez, Véronique Prinet, Jian-Feng Yao, Patrick Bouthemy, Xavier Descombes
Conditional Mixed-state Model for Structural Change Analysis from Very High Resolution Optical Images. IGARSS (2) (2009)
Xavier Descombes, Robert Minlos, Elena A. Zhizhina
Object Extraction Using a Stochastic Birth-and-Death Dynamics in Continuum. J. Math. Imaging Vis. 33 (3) (2009)
Csaba Benedek, Xavier Descombes, Josiane Zerubia
Building extraction and change detection in multitemporal remotely sensed images with multiple birth and death dynamics. WACV (2009)
Florent Chatelain, Xavier Descombes, Josiane Zerubia
Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images. EMMCVPR (2009)
Maria S. Kulikova, Ian Jermyn, Xavier Descombes, Josiane Zerubia, Elena A. Zhizhina
A Marked Point Process Model with Strong Prior Shape Information for the Extraction of Multiple, Arbitrarily-Shaped Objects. SITIS (2009)
Christina Corbane, Nicolas N. Baghdadi, Xavier Descombes, Geraldo Wilson Junior, Nicolas Villeneuve, Michel Petit
Comparative Study on the Performance of Multiparameter SAR Data for Operational Urban Areas Extraction Using Textural Features. IEEE Geosci. Remote. Sens. Lett. 6 (4) (2009)
Olivier Zammit, Xavier Descombes, Josiane Zerubia
Combining one-class support vector machines and hysteresis thresholding: Application to burnt area mapping. EUSIPCO (2008)
Florent Lafarge, Georgy L. Gimel'farb, Xavier Descombes
A Geometric Primitive Extraction Process for Remote Sensing Problems. ACIVS (2008)
Stig Descamps, Xavier Descombes, Arnaud Bechet, Josiane Zerubia
Automatic Flamingo detection using a multiple birth and death process. ICASSP (2008)
Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny
Building reconstruction from a single DEM. CVPR (2008)
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) (2008)
Laurent Risser, Franck Plouraboué, Xavier Descombes
Gap Filling of 3-D Microvascular Networks by Tensor Voting. IEEE Trans. Medical Imaging 27 (5) (2008)
Alexandre Fournier, Xavier Descombes, Josiane Zerubia
Mixing geometric and radiometric features for change classification. Computational Imaging (2008)
Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, Xavier Descombes
Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification. PReMI (2007)
Mathias Ortner, Xavier Descombes, Josiane Zerubia
Building Outline Extraction from Digital Elevation Models Using Marked Point Processes. Int. J. Comput. Vis. 72 (2) (2007)
Xavier Descombes, M. Lebellego, Elena A. Zhizhina
Image deconvolution using a stochastic differential equation approach. VISAPP (Special Sessions) (2007)
Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, Xavier Descombes
Ant Colony Optimization for Image Regularization Based on a Nonstationary Markov Modeling. IEEE Trans. Image Process. 16 (3) (2007)
Florent Lafarge, Xavier Descombes, Josiane Zerubia
Forest fire detection based on Gaussian field analysis. EUSIPCO (2007)
Maria S. Kulikova, Meena Mani, Anuj Srivastava, Xavier Descombes, Josiane Zerubia
Tree species classification using radiometry, texture and shape based features. EUSIPCO (2007)
Laurent Risser, Franck Plouraboué, Xavier Descombes
Gap filling in 3D vessel like patterns with tensor fields - application to high resolution computed tomography images of vessel networks. VISAPP (1) (2007)
Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny
3D City Modeling Based on Hidden Markov Model. ICIP (2) (2007)
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)
Olivier Zammit, Xavier Descombes, Josiane Zerubia
Assessment of different classification algorithms for burnt land discrimination. IGARSS (2007)
Mathias Ortner, Xavier Descombes, Josiane Zerubia
Point Processes of Segments and Rectangles for Building Extraction from Digital Elevation Models. ICASSP (2) (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)
Avik Bhattacharya, Ian H. Jermyn, Xavier Descombes, Josiane Zerubia
Computing statistics from a graph representation of road networks in satellite images for indexing and retrieval. CompIMAGE (2006)
Guillaume Perrin, Xavier Descombes, Josiane Zerubia
2D and 3D Vegetation Resource Parameters Assessment using Marked Point Processes. ICPR (1) (2006)
Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny
An Automatic 3D City Model: A Bayesian Approach Using Satellite Images. ICASSP (2) (2006)
Pierre Gernez, Xavier Descombes, Josiane Zerubia, Éric Slezak, Albert Bijaoui
Galaxy Filament Detection Using the Quality Candy Model. ICASSP (2) (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) (2005)
Caroline Lacoste, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi
Extraction of hydrographic networks from satellite images using a hierarchical model within a stochastic geometry framework. EUSIPCO (2005)
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)
Guillaume Perrin, Xavier Descombes, Josiane Zerubia
Adaptive Simulated Annealing for Energy Minimization Problem in a Marked Point Process Application. EMMCVPR (2005)
Guillaume Perrin, Xavier Descombes, Josiane Zerubia
A marked point process model for tree crown extraction in plantations. ICIP (1) (2005)
Radu Stoica, Xavier Descombes, Josiane Zerubia
A Gibbs Point Process for Road Extraction from Remotely Sensed Images. Int. J. Comput. Vis. 57 (2) (2004)
Xavier Descombes, Frithjof Kruggel, Gert Wollny, Hermann Josef Gertz
An object-based approach for detecting small brain lesions: application to Virchow-Robin spaces. IEEE Trans. Medical Imaging 23 (2) (2004)
Caroline Lacoste, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi
Unsupervised line network extraction from remotely sensed images by polyline process. EUSIPCO (2004)
Guillaume Perrin, Xavier Descombes, Josiane Zerubia
Tree crown extraction using marked point processes. EUSIPCO (2004)
Guillaume Rellier, Xavier Descombes, Frédéric Falzon, Josiane Zerubia
Texture feature analysis using a gauss-Markov model in hyperspectral image classification. IEEE Trans. Geosci. Remote. Sens. 42 (7) (2004)
Caroline Lacoste, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi
Bayesian geometric model for line network extraction from satellite images. ICASSP (3) (2004)
Xavier Descombes, Elena A. Zhizhina
Gibbs Field Approaches in Image Processing Problems. Probl. Inf. Transm. 40 (3) (2004)
Mathias Ortner, Xavier Descombes, Josiane Zerubia
A discontinuity detector for building extraction from Digital Elevation Models by stochastic geometry. EUSIPCO (2004)
Caroline Lacoste, Xavier Descombes, Josiane Zerubia
Road network extraction in remote sensing by a Markov object process. ICIP (3) (2003)
Sébastien Drot, Hervé Le Men, Xavier Descombes, Josiane Zerubia
Remotely sensed image segmentation using an object point process. IGARSS (2003)
Alain Crouzil, Xavier Descombes, Jean-Denis Durou
A Multiresolution Approach for Shape from Shading Coupling Deterministic and Stochastic Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 25 (11) (2003)
Mathias Ortner, Xavier Descombes, Josiane Zerubia
Building extraction from digital elevation models. ICASSP (3) (2003)
F. Cerdat, Xavier Descombes, Josiane Zerubia
Urban scene rendering using object description. IGARSS (2003)
Oscar Viveros-Cancino, Xavier Descombes, Josiane Zerubia, Nicolas N. Baghdadi
Fusion of radiometry and textural information for SIR-C image classification. ICIP (3) (2002)
Guillaume Rellier, Xavier Descombes, Josiane Zerubia, Frédéric Falzon
A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas. ICPR (1) (2002)
Xavier Descombes, Josiane Zerubia
Marked point process in image analysis. IEEE Signal Process. Mag. 19 (5) (2002)
Guillaume Rellier, Xavier Descombes, Josiane Zerubia
Local registration and deformation of a road cartographic database on a SPOT satellite image. Pattern Recognit. 35 (10) (2002)
Sébastien Drot, Xavier Descombes, Hervé Le Men, Josiane Zerubia
Object Point Processes for Image Segmentation. ICPR (2) (2002)
Xavier Descombes, Radu Stoica, Laurent Garcin, Josiane Zerubia
A RJMCMC Algorithm for Object Processes in Image Processing. Monte Carlo Methods Appl. 7 (1-2) (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xavier Descombes