Christophe Collet

83 papers B 8C 4Misc 10Journal 31Unranked 30
YearRankTypeTitle / Venue / Authors
2021 Misc conf
Unsupervised Image Segmentation with Spatial Triplet Markov Trees.
ICASSP
Hugo Gangloff, Jean-Baptiste Courbot, Emmanuel Monfrini, Christophe Collet
2021 J jnl
Unsupervised image segmentation with Gaussian Pairwise Markov Fields.
Comput. Stat. Data Anal.
Hugo Gangloff, Jean-Baptiste Courbot, Emmanuel Monfrini, Christophe Collet
2020 — conf
Improved centerline tracking for new descriptors of atherosclerotic aortas.
IPTA
Hugo Gangloff, Emmanuel Monfrini, Mohamed Zied Ghariani, Mickaël Ohana, Christophe Collet, Nabil Chakfé
2020 — conf
Unsupervised segmentation of stents corrupted by artifacts in medical X-ray images.
IPTA
Hugo Gangloff, Emmanuel Monfrini, Christophe Collet, Nabil Chakfé
2019 J jnl
Pairwise Markov fields for segmentation in astronomical hyperspectral images.
Signal Process.
Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet
2019 J jnl
Parameterized source separation for delayed spectroscopic signals.
Signal Process.
Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet, Lionel Poisson
2018 J jnl
Oriented Triplet Markov Fields.
Pattern Recognit. Lett.
Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet
2018 — conf
Spectroscopic Decomposition Of Astronomical Multispectral Images Using B-Splines.
WHISPERS
Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet
2018 — conf
Triplet Markov Trees for Image Segmentation.
SSP
Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet
2017 J jnl
Extended faint source detection in astronomical hyperspectral images.
Signal Process.
Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet
2017 — conf
Separation of delayed parameterized sources.
EUSIPCO
Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet
2017 J jnl
Shape-Based Building Detection in Visible Band Images Using Shadow Information.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tran-Thanh Ngo, Vincent Mazet, Christophe Collet, Paul de Fraipont
2016 Misc conf
Detection of faint extended sources in hyperspectral data and application to HDF-S MUSE observations.
ICASSP
Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet
2016 — conf
Oriented Triplet Markov fields for hyperspectral image segmentation.
WHISPERS
Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet
2016 J jnl
Scale-space spatio-temporal random fields: Application to the detection of growing microbial patterns from surface roughness.
Pattern Recognit.
Ola Ahmad, Christophe Collet
2015 — conf
2-Step robust vertebra segmentation.
IPTA
Jean-Baptiste Courbot, Edmond Rust, Emmanuel Monfrini, Christophe Collet
2015 B conf
Automatic rectangular building detection from VHR aerial imagery using shadow and image segmentation.
ICIP
Tran-Thanh Ngo, Christophe Collet, Vincent Mazet
2015 J jnl
Connected image processing with multivariate attributes: An unsupervised Markovian classification approach.
Comput. Vis. Image Underst.
Benjamin Perret, Christophe Collet
2015 J jnl
Détection simultanée de l'ombre et de la végétation sur des images aériennes couleur en haute résolution.
Traitement du Signal
Tran-Thanh Ngo, Christophe Collet, Vincent Mazet
2015 B conf
Spatio-spectral Gaussian random field modeling approach for target detection on hyperspectral data obtained in very low SNR.
ICIP
Ola Ahmad, Christophe Collet, Fabien Salzenstein
2014 — conf
3D+t Brain MRI segmentation using robust 4D Hidden Markov Chain.
EMBC
Francois Lavigne, Christophe Collet, Jean-Paul Armspach
2014 — conf
Détection de situations à risque basée sur des détecteurs de mouvement à domicile pour les personnes dépendantes.
EGC
Alban Meffre, Nicolas Lachiche, Pierre Gançarski, Christophe Collet
2014 B conf
MRF and Dempster-Shafer theory for simultaneous shadow/vegetation detection on high resolution aerial color images.
ICIP
Tran-Thanh Ngo, Christophe Collet, Vincent Mazet
2013 J jnl
A unified framework for peak detection and alignment: application to HR-MAS 2D NMR spectroscopy.
Signal Image Video Process.
Akram Belghith, Christophe Collet, Lucien Rumbach, Jean-Paul Armspach
2013 J jnl
Change detection based on a support vector data description that treats dependency.
Pattern Recognit. Lett.
Akram Belghith, Christophe Collet, Jean-Paul Armspach
2012 Misc conf
Generic architecture for ambient intelligence based on an organizational centered multi-agent approach.
UbiComp
Patrice Roy, Nicolas Lachiche, Pierre Gançarski, Alban Meffre, Christophe Collet
2012 J jnl
Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing.
IEEE Trans. Image Process.
Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak
2012 C conf
Real-Time Fall Detection Method Based on Hidden Markov Modelling.
ICISP
Alban Meffre, Christophe Collet, Nicolas Lachiche, Pierre Gançarski
2011 — conf
A Unified Framework for Peak Detection and Alignment: Application to HR-MAS 2D NMR Spectroscopy.
MDA
Akram Belghith, Christophe Collet, Jean-Paul Armspach
2011 — conf
A statistical framework for biomarker identification of biopsies using HR-MAS HSQC spectroscopy.
ISBI
Akram Belghith, Christophe Collet, Jean-Paul Armspach
2011 B conf
Brain MRI segmentation and lesion detection using generalized Gaussian and Rician modeling.
Image Processing
Xuqiang Wu, Stéphanie Bricq, Christophe Collet
2011 B conf
Change-detection based on support vector data description handling dependency.
ICIP
Akram Belghith, Christophe Collet, Jean-Paul Armspach
2011 J jnl
Detection of Transient Signals in Lung Sounds: Local Approach Using a Markovian Tree with Frequency Selectivity.
J. Signal Process. Syst.
Steven Le Cam, Christophe Collet, Fabien Salzenstein
2011 J jnl
Hierarchical multispectral galaxy decomposition using a MCMC algorithm with multiple temperature simulated annealing.
Pattern Recognit.
Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak
2011 C conf
Toward a New Axiomatic for Hyper-Connections.
ISMM
Benjamin Perret, Sébastien Lefèvre, Christophe Collet
2010 B conf
Connected Component Trees for Multivariate Image Processing and Applications in Astronomy.
ICPR
Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak
2010 — conf
Hidden fuzzy Markov chain model with K discrete classes.
ISSPA
Ahmed Gamal-Eldin, Fabien Salzenstein, Christophe Collet
2010 J jnl
Un arbre de Markov sélectif en fréquence pour la détection de signaux transitoires à faible rapport signal / bruit.
Traitement du Signal
Steven Le Cam, Christophe Collet, Fabien Salzenstein
2009 J jnl
A robust hit-or-miss transform for template matching applied to very noisy astronomical images.
Pattern Recognit.
Benjamin Perret, Sébastien Lefèvre, Christophe Collet
2009 — conf
Decomposition and Classification of Spectral Lines in Astronomical Radio Data Cubes.
SCIA
Vincent Mazet, Christophe Collet, Bernd Vollmer
2009 — conf
Galaxy Decomposition in Multispectral Images Using Markov Chain Monte Carlo Algorithms.
SCIA
Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak
2009 J jnl
Image fusion based on pyramidal multiband multiresolution markovian analysis.
Signal Image Video Process.
Farid Flitti, Christophe Collet, Éric Slezak
2009 C conf
Probabilistic Satellite Image Fusion.
CAIP
Farid Flitti, Mohammed Bennamoun, Du Q. Huynh, Amine Bermak, Christophe Collet
2009 Misc conf
Wheezing sounds detection using multivariate generalized gaussian distributions.
ICASSP
Steven Le Cam, Akram Belghith, Christophe Collet, Fabien Salzenstein
2008 Misc conf
3D Brain MRI segmentation based on robust Hidden Markov Chain.
ICASSP
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
2008 Misc conf
Acoustical respiratory signal analysis and phase detection.
ICASSP
Steven Le Cam, Christophe Collet, Fabien Salzenstein
2008 — conf
Astronomical object detection with a robust hit-or-miss transform.
EUSIPCO
Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Bernd Vollmer
2008 J jnl
Fuzzy pairwise Markov chain to segment correlated noisy data.
Signal Process.
Steven Le Cam, Fabien Salzenstein, Christophe Collet
2008 — conf
Lesions detection on 3D brain MRI using trimmmed likelihood estimator and probabilistic atlas.
ISBI
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
2008 B conf
Markovian segmentation of 3D brain MRI to detect Multiple Sclerosis lesions.
ICIP
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
2008 J jnl
Unifying framework for multimodal brain MRI segmentation based on Hidden Markov Chains.
Medical Image Anal.
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
2007 J jnl
Markovian regularization of latent-variable-models mixture for New multi-component image reduction/segmentation scheme.
Signal Image Video Process.
Farid Flitti, Christophe Collet
2007 J jnl
Non-stationary fuzzy Markov chain.
Pattern Recognit. Lett.
Fabien Salzenstein, Christophe Collet, Steven Le Cam, Mathieu Hatt
2006 J jnl
Fuzzy Markov Random Fields versus Chains for Multispectral Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Fabien Salzenstein, Christophe Collet
2006 — conf
Fuzzy versus hard hidden Markov chains segmentation for volume determination and quantitation in noisy PET images.
ISBI
Mathieu Hatt, Nicolas Boussion, Frédéric Lamare, Christophe Collet, Fabien Salzenstein, Christian Roux, Yves Bizais, Catherine Cheze Le Rest, Dimitris Visvikis
2006 C conf
Markov Regularization of Mixture of Latent variable Models for Multi-component Image Unsupervised Joint Reduction/Segmentatin.
FUSION
Farid Flitti, Christophe Collet
2006 — conf
Triplet Markov chain for 3D MRI brain segmentation using a probabilistic atlas.
ISBI
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
2005 J jnl
Multiband Segmentation of a Spectroscopic Line Data Cube: Application to the HI Data Cube of the Spiral Galaxy NGC 4254.
EURASIP J. Adv. Signal Process.
Farid Flitti, Christophe Collet, Bernd Vollmer, François Bonnarel
2005 — conf
Unsupervised multiband image segmentation using hidden Markov quadtree and copulas.
ICIP (2)
Farid Flitti, Christophe Collet, Annabele Joannic-Chardin
2005 — conf
Wavelet domain astronomical multiband image fusion and restoration using Markov quadtree and copulas.
EUSIPCO
Farid Flitti, Christophe Collet, Éric Slezak
2004 J jnl
Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps.
Comput. Vis. Image Underst.
Jean-Noël Provost, Christophe Collet, Philippe Rostaing, Patrick Pérez, Patrick Bouthemy
2004 J jnl
Multiband segmentation based on a hierarchical Markov model.
Pattern Recognit.
Christophe Collet, Fionn Murtagh
2003 — conf
Markov model for multispectral image analysis: application to small magellanic cloud segmentation.
ICIP (1)
Christophe Collet, Mireille Louys, Anais Oberto, Caroline Bot
2000 — conf
A hierarchical segmentation algorithm based on hepta-tree.
EUSIPCO
Jean-Noël Provost, Philippe Rostaing, Christophe Collet
2000 J jnl
Hybrid Genetic Optimization and Statistical Model-Based Approach for the Classification of Shadow Shapes in Sonar Imagery.
IEEE Trans. Pattern Anal. Mach. Intell.
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
2000 J jnl
Markov Random Field and Fuzzy Logic Modeling in Sonar Imagery: Application to the Classification of Underwater Floor.
Comput. Vis. Image Underst.
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
2000 J jnl
Sonar image segmentation using an unsupervised hierarchical MRF model.
IEEE Trans. Image Process.
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
2000 B conf
Spot Satellite Data Analysis for Bathymetric Mapping.
ICIP
Christophe Collet, Jean-Noël Provost, Philippe Rostaing, Patrick Pérez, Patrick Bouthemy
2000 J jnl
Unsupervised segmentation using a self-organizing map and a noise model estimation in sonar imagery.
Pattern Recognit.
Koffi Yao, Max Mignotte, Christophe Collet, Pascal Galerne, Gilles Burel
1999 — conf
A Hierarchical Unsupervised Multispectral Model to Segment Spot Images for Ocean Cartography.
ICIP (1)
Jean-Noël Provost, Christophe Collet, Patrick Pérez, Patrick Bouthemy
1999 — conf
Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery.
Electronic Imaging: Nonlinear Image Processing
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
1999 J jnl
Three-Class Markovian Segmentation of High-Resolution Sonar Images.
Comput. Vis. Image Underst.
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
1999 — conf
Unsupervised Multispectral Image Segmentation Using Generalized Gaussian Noise Model.
EMMCVPR
Philippe Rostaing, Jean-Noël Provost, Christophe Collet
1999 — conf
Unsupervised multispectral segmentation of SPOT images applied to nautical cartography.
NSIP
Jean-Noël Provost, Christophe Collet, Patrick Pérez, Patrick Bouthemy
1998 Misc conf
Seafloor Texture Classification with a Multiscale Discriminant Analysis on High Resolution Sonar Images.
MVA
Jérôme Lemoyne, Christophe Collet
1998 — conf
Some improvements of a rotation invariant autoregressive method. Application to the neural classification of noisy sonar images.
EUSIPCO
H. Thomas, Christophe Collet, Koffi Yao, Gilles Burel
1998 Misc conf
Statistical model and genetic optimization: application to pattern detection in sonar images.
ICASSP
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
1997 Misc conf
Unsupervised Markovian segmentation of sonar images.
ICASSP
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
1997 — conf
Unsupervised Segmentation Applied on Sonar Images.
EMMCVPR
Maurice Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
1996 — conf
Hierarchical MRF modeling for sonar picture segmentation.
ICIP (3)
Christophe Collet, Pierre Thourel, Patrick Pérez, Patrick Bouthemy
1994 J jnl
Motion estimation methods and noisy phenomena.
Mach. Vis. Appl.
Christophe Collet, André Quinquis
1992 Misc conf
Cloudy Sky Velocity Map Based on Matched Filter.
MVA
Christophe Collet, André Quinquis, Jean-Marc Boucher
1992 — conf
Cloudy sky velocity estimation based on optical flow estimation leading with an entropy criterion.
ICPR (3)
Christophe Collet, André Quinquis, Jean-Marc Boucher