Xavier Descombes

According to our database1, Xavier Descombes authored at least 120 papers between 1996 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Renal Cell Carcinoma Classification from Vascular Morphology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
How to define a rejection class based on model learning?
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
An Adaptative Threshold Operator Taking Shape into Account: Application to Mitochondrial Network Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
A stochastic framework to model axon interactions within growing neuronal populations.
PLoS Comput. Biol., 2018

Classification of the fibronectin variants with curvelets.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Photometric stereo with only two images: A theoretical study and numerical resolution.
Image Vis. Comput., 2017

2016
Is the vascular network discriminant enough to classify renal cell carcinoma?
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

A Stochastic Framework for Neuronal Morphological Comparison: Application to the Study of imp Knockdown Effects in Drosophila Gamma Neurons.
Proceedings of the Biomedical Engineering Systems and Technologies, 2016

Statistical Characterization, Modelling and Classification of Morphological Changes in imp Mutant Drosophila Gamma Neurons.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015
From Curves to Trees: A Tree-like Shapes Distance Using the Elastic Shape Analysis Framework.
Neuroinformatics, 2015

Detection and tracking of Golgi outposts in microscopy data.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Cells detection using segmentation competition.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Motion compensation in two-photon microscopy temporal series.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Morphological analysis and feature extraction of neurons from mouse cortices multiscale 3D microscopic images.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Head tracking and flagellum tracing for sperm motility analysis.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Axonal tree classification using an Elastic Shape Analysis based distance.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Discrete stochastic model for the generation of axonal trees.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Shape Characterization via Boundary Distortion
CoRR, 2013

Automatic dendrite spines detection from x-ray tomography volumes.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging.
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

A 3D Segmentation Algorithm for Ellipsoidal Shapes - Application to Nuclei Extraction.
Proceedings of the ICPRAM 2013, 2013

Multi-scale analysis of skin hyper-pigmentation evolution.
Proceedings of the IEEE International Conference on Image Processing, 2013

An efficient optimizer for simple point process models.
Proceedings of the Computational Imaging XI, 2013

Tree-like Shapes Distance Using the Elastic Shape Analysis Framework.
Proceedings of the British Machine Vision Conference, 2013

2012
Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Axon extraction from fluorescent confocal microscopy images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Vascular network segmentation: An unsupervised approach.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Tracking Growing Axons by Particle Filtering in 3D + t Fluorescent Two-Photon Microscopy Images.
Proceedings of the Computer Vision - ACCV 2012, 2012

Interacting Adaptive Filters for Multiple Objects Detection.
Proceedings of the Mathematical Methods for Signal and Image Analysis and Representation, 2012

2011
A Marked Point Process Model Including Strong Prior Shape Information Applied to Multiple Object Extraction From Images.
Int. J. Comput. Vis. Image Process., 2011

Shape Descriptor Based on the Volume of Transformed Image Boundary.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Brain tumor vascular network segmentation from micro-tomography.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A fast Multiple Birth and Cut algorithm using belief propagation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A novel algorithm for occlusions and perspective effects using a 3D object process.
Proceedings of the IEEE International Conference on Acoustics, 2011

Tree crown detection in high resolution optical images during the early growth stages of Eucalyptus plantations in Brazil.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Unsupervised line network extraction in remote sensing using a polyline process.
Pattern Recognit., 2010

Geometric Feature Extraction by a Multimarked Point Process.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Structural Approach for Building Reconstruction from a Single DSM.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Multiple Birth and Cut Algorithm for Multiple Object Detection.
J. Multim. Process. Technol., 2010

Spectral analysis and unsupervised SVM classification for skin hyper-pigmentation classification.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Two DOF Camera Pose Estimation with a Planar Stochastic Reference Grid.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Multiple Birth and Cut Algorithm for Point Process Optimization.
Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multi-spectral image analysis for skin pigmentation classification.
Proceedings of the International Conference on Image Processing, 2010

Extraction of arbitrarily-shaped objects using stochastic multiple birth-and-death dynamics and active contours.
Proceedings of the Computational Imaging VIII, 2010

2009
Comparative Study on the Performance of Multiparameter SAR Data for Operational Urban Areas Extraction Using Textural Features.
IEEE Geosci. Remote. Sens. Lett., 2009

Object Extraction Using a Stochastic Birth-and-Death Dynamics in Continuum.
J. Math. Imaging Vis., 2009

Building extraction and change detection in multitemporal remotely sensed images with multiple birth and death dynamics.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

A Marked Point Process Model with Strong Prior Shape Information for the Extraction of Multiple, Arbitrarily-Shaped Objects.
Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009

Conditional Mixed-state Model for Structural Change Analysis from Very High Resolution Optical Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Object extraction from high resolution SAR images using a birth and death dynamics.
Proceedings of the International Conference on Image Processing, 2009

Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

2008
Gap Filling of 3-D Microvascular Networks by Tensor Voting.
IEEE Trans. Medical Imaging, 2008

A Marked Point Process of Rectangles and Segments for Automatic Analysis of Digital Elevation Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Automatic Flamingo detection using a multiple birth and death process.
Proceedings of the IEEE International Conference on Acoustics, 2008

Combining one-class support vector machines and hysteresis thresholding: Application to burnt area mapping.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Building reconstruction from a single DEM.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Mixing geometric and radiometric features for change classification.
Proceedings of the Computational Imaging VI, 2008

A Geometric Primitive Extraction Process for Remote Sensing Problems.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Ant Colony Optimization for Image Regularization Based on a Nonstationary Markov Modeling.
IEEE Trans. Image Process., 2007

Building Outline Extraction from Digital Elevation Models Using Marked Point Processes.
Int. J. Comput. Vis., 2007

Gap filling in 3D vessel like patterns with tensor fields - application to high resolution computed tomography images of vessel networks.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Image deconvolution using a stochastic differential equation approach.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Assessment of different classification algorithms for burnt land discrimination.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

3D City Modeling Based on Hidden Markov Model.
Proceedings of the International Conference on Image Processing, 2007

Forest fire detection based on Gaussian field analysis.
Proceedings of the 15th European Signal Processing Conference, 2007

Tree species classification using radiometry, texture and shape based features.
Proceedings of the 15th European Signal Processing Conference, 2007

Indexing Satellite Images with Features Computed from Man-Made Structures on the Earth's Surface.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006
2D and 3D Vegetation Resource Parameters Assessment using Marked Point Processes.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

An Automatic Building Reconstruction Method : A Structural Approach using High Resolution Satellite Images.
Proceedings of the International Conference on Image Processing, 2006

Point Processes of Segments and Rectangles for Building Extraction from Digital Elevation Models.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

An Automatic 3D City Model: A Bayesian Approach Using Satellite Images.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Galaxy Filament Detection Using the Quality Candy Model.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Computing statistics from a graph representation of road networks in satellite images for indexing and retrieval.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

Wulff Shapes at Zero Temperature for Some Models Used in Image Processing.
Proceedings of the Statistics and Analysis of Shapes, 2006

2005
Point Processes for Unsupervised Line Network Extraction in Remote Sensing.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

A marked point process model for tree crown extraction in plantations.
Proceedings of the 2005 International Conference on Image Processing, 2005

Textural kernel for SVM classification in remote sensing: application to forest fire detection and urban area extraction.
Proceedings of the 2005 International Conference on Image Processing, 2005

Extraction of hydrographic networks from satellite images using a hierarchical model within a stochastic geometry framework.
Proceedings of the 13th European Signal Processing Conference, 2005

Adaptive Simulated Annealing for Energy Minimization Problem in a Marked Point Process Application.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

2004
An object-based approach for detecting small brain lesions: application to Virchow-Robin spaces.
IEEE Trans. Medical Imaging, 2004

Texture feature analysis using a gauss-Markov model in hyperspectral image classification.
IEEE Trans. Geosci. Remote. Sens., 2004

Gibbs Field Approaches in Image Processing Problems.
Probl. Inf. Transm., 2004

A Gibbs Point Process for Road Extraction from Remotely Sensed Images.
Int. J. Comput. Vis., 2004

Bayesian geometric model for line network extraction from satellite images.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Tree crown extraction using marked point processes.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

A discontinuity detector for building extraction from Digital Elevation Models by stochastic geometry.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Unsupervised line network extraction from remotely sensed images by polyline process.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Méthodes stochastiques en analyse d'image : des champs de Markov aux processus ponctuels marqués.
, 2004

2003
A Multiresolution Approach for Shape from Shading Coupling Deterministic and Stochastic Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Remotely sensed image segmentation using an object point process.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Urban scene rendering using object description.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Road network extraction in remote sensing by a Markov object process.
Proceedings of the 2003 International Conference on Image Processing, 2003

Building extraction from digital elevation models.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Marked point process in image analysis.
IEEE Signal Process. Mag., 2002

Local registration and deformation of a road cartographic database on a SPOT satellite image.
Pattern Recognit., 2002

A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Object Point Processes for Image Segmentation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Fusion of radiometry and textural information for SIR-C image classification.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
A RJMCMC Algorithm for Object Processes in Image Processing.
Monte Carlo Methods Appl., 2001

Building detection by Markov object processes.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Texture Analysis through a Markovian Modelling and Fuzzy Classification: Application to Urban Area Extraction from Satellite Images.
Int. J. Comput. Vis., 2000

Fully Unsupervised Fuzzy Clustering with Entropy Criterion.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Deformation of a Cartographic Road Network on a Spot Satellite Image.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Estimating Gaussian Markov random field parameters in a nonstationary framework: application to remote sensing imaging.
IEEE Trans. Image Process., 1999

Estimation of Markov random field prior parameters using Markov chain Monte Carlo maximum likelihood.
IEEE Trans. Image Process., 1999

A Markov Pixon Information Approach for Low-Level Image Description.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Texture Analysis Through Markov Random Fields: Urban Areas Extraction.
Proceedings of the 1999 International Conference on Image Processing, 1999

Two Markov Point Processes for Simulating Line Networks.
Proceedings of the 1999 International Conference on Image Processing, 1999

Metropolis vs Kawasaki Dynamic for Image Segmentation Based on Gibbs Models.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999

1998
Spatio-temporal fMRI Analysis using Markov Random Fields .
IEEE Trans. Medical Imaging, 1998

An unsupervised clustering method using the entropy minimization.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Die Vorverarbeitung von fMR-Daten.
Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1998

1997
A Dense Class of Markov Random Fields and Associated Parameter Estimation.
J. Vis. Commun. Image Represent., 1997

Fully Bayesian image segmentation-an engineering perspective.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Maximum Likelihood Estimation of Markov Random Field Parameters Using Markov Chain Monte Carlo Algorithms.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997

1996
Coastline detection by a Markovian segmentation on SAR images.
Signal Process., 1996

Unsupervised Regularized Classification of Multi-Spectral MRI.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996


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