Christophe Collet

Publication Activity (10 Years)

Years Active: 1992-2021
Publications (10 Years): 20

Top Topics

Image Segmentation

Top Venues

Signal Process.

Publications

Hugo Gangloff, Jean-Baptiste Courbot, Emmanuel Monfrini, Christophe Collet
Unsupervised Image Segmentation with Spatial Triplet Markov Trees. ICASSP (2021)
Hugo Gangloff, Jean-Baptiste Courbot, Emmanuel Monfrini, Christophe Collet
Unsupervised image segmentation with Gaussian Pairwise Markov Fields. Comput. Stat. Data Anal. 158 (2021)
Hugo Gangloff, Emmanuel Monfrini, Christophe Collet, Nabil Chakfé
Unsupervised segmentation of stents corrupted by artifacts in medical X-ray images. IPTA (2020)
Hugo Gangloff, Emmanuel Monfrini, Mohamed Zied Ghariani, Mickaël Ohana, Christophe Collet, Nabil Chakfé
Improved centerline tracking for new descriptors of atherosclerotic aortas. IPTA (2020)
Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet
Pairwise Markov fields for segmentation in astronomical hyperspectral images. Signal Process. 163 (2019)
Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet, Lionel Poisson
Parameterized source separation for delayed spectroscopic signals. Signal Process. 158 (2019)
Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet
Oriented Triplet Markov Fields. Pattern Recognit. Lett. 103 (2018)
Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet
Triplet Markov Trees for Image Segmentation. SSP (2018)
Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet
Spectroscopic Decomposition Of Astronomical Multispectral Images Using B-Splines. WHISPERS (2018)
Tran-Thanh Ngo, Vincent Mazet, Christophe Collet, Paul de Fraipont
Shape-Based Building Detection in Visible Band Images Using Shadow Information. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (3) (2017)
Hassan Mortada, Vincent Mazet, Charles Soussen, Christophe Collet
Separation of delayed parameterized sources. EUSIPCO (2017)
Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet
Extended faint source detection in astronomical hyperspectral images. Signal Process. 135 (2017)
Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet
Detection of faint extended sources in hyperspectral data and application to HDF-S MUSE observations. ICASSP (2016)
Ola Ahmad, Christophe Collet
Scale-space spatio-temporal random fields: Application to the detection of growing microbial patterns from surface roughness. Pattern Recognit. 58 (2016)
Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet
Oriented Triplet Markov fields for hyperspectral image segmentation. WHISPERS (2016)
Tran-Thanh Ngo, Christophe Collet, Vincent Mazet
Détection simultanée de l'ombre et de la végétation sur des images aériennes couleur en haute résolution. Traitement du Signal 32 (2-3) (2015)
Jean-Baptiste Courbot, Edmond Rust, Emmanuel Monfrini, Christophe Collet
2-Step robust vertebra segmentation. IPTA (2015)
Tran-Thanh Ngo, Christophe Collet, Vincent Mazet
Automatic rectangular building detection from VHR aerial imagery using shadow and image segmentation. ICIP (2015)
Benjamin Perret, Christophe Collet
Connected image processing with multivariate attributes: An unsupervised Markovian classification approach. Comput. Vis. Image Underst. 133 (2015)
Ola Ahmad, Christophe Collet, Fabien Salzenstein
Spatio-spectral Gaussian random field modeling approach for target detection on hyperspectral data obtained in very low SNR. ICIP (2015)
Francois Lavigne, Christophe Collet, Jean-Paul Armspach
3D+t Brain MRI segmentation using robust 4D Hidden Markov Chain. EMBC (2014)
Alban Meffre, Nicolas Lachiche, Pierre Gançarski, Christophe Collet
Détection de situations à risque basée sur des détecteurs de mouvement à domicile pour les personnes dépendantes. EGC (2014)
Tran-Thanh Ngo, Christophe Collet, Vincent Mazet
MRF and Dempster-Shafer theory for simultaneous shadow/vegetation detection on high resolution aerial color images. ICIP (2014)
Akram Belghith, Christophe Collet, Lucien Rumbach, Jean-Paul Armspach
A unified framework for peak detection and alignment: application to HR-MAS 2D NMR spectroscopy. Signal Image Video Process. 7 (5) (2013)
Akram Belghith, Christophe Collet, Jean-Paul Armspach
Change detection based on a support vector data description that treats dependency. Pattern Recognit. Lett. 34 (3) (2013)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak
Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing. IEEE Trans. Image Process. 21 (1) (2012)
Alban Meffre, Christophe Collet, Nicolas Lachiche, Pierre Gançarski
Real-Time Fall Detection Method Based on Hidden Markov Modelling. ICISP (2012)
Patrice Roy, Nicolas Lachiche, Pierre Gançarski, Alban Meffre, Christophe Collet
Generic architecture for ambient intelligence based on an organizational centered multi-agent approach. UbiComp (2012)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet
Toward a New Axiomatic for Hyper-Connections. ISMM (2011)
Xuqiang Wu, Stéphanie Bricq, Christophe Collet
Brain MRI segmentation and lesion detection using generalized Gaussian and Rician modeling. Medical Imaging: Image Processing (2011)
Akram Belghith, Christophe Collet, Jean-Paul Armspach
A Unified Framework for Peak Detection and Alignment: Application to HR-MAS 2D NMR Spectroscopy. MDA (2011)
Steven Le Cam, Christophe Collet, Fabien Salzenstein
Detection of Transient Signals in Lung Sounds: Local Approach Using a Markovian Tree with Frequency Selectivity. J. Signal Process. Syst. 65 (3) (2011)
Akram Belghith, Christophe Collet, Jean-Paul Armspach
Change-detection based on support vector data description handling dependency. ICIP (2011)
Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak
Hierarchical multispectral galaxy decomposition using a MCMC algorithm with multiple temperature simulated annealing. Pattern Recognit. 44 (6) (2011)
Akram Belghith, Christophe Collet, Jean-Paul Armspach
A statistical framework for biomarker identification of biopsies using HR-MAS HSQC spectroscopy. ISBI (2011)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak
Connected Component Trees for Multivariate Image Processing and Applications in Astronomy. ICPR (2010)
Steven Le Cam, Christophe Collet, Fabien Salzenstein
Un arbre de Markov sélectif en fréquence pour la détection de signaux transitoires à faible rapport signal / bruit. Traitement du Signal 27 (4-5) (2010)
Ahmed Gamal-Eldin, Fabien Salzenstein, Christophe Collet
Hidden fuzzy Markov chain model with K discrete classes. ISSPA (2010)
Farid Flitti, Christophe Collet, Éric Slezak
Image fusion based on pyramidal multiband multiresolution markovian analysis. Signal Image Video Process. 3 (3) (2009)
Farid Flitti, Mohammed Bennamoun, Du Q. Huynh, Amine Bermak, Christophe Collet
Probabilistic Satellite Image Fusion. CAIP (2009)
Vincent Mazet, Christophe Collet, Bernd Vollmer
Decomposition and Classification of Spectral Lines in Astronomical Radio Data Cubes. SCIA (2009)
Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak
Galaxy Decomposition in Multispectral Images Using Markov Chain Monte Carlo Algorithms. SCIA (2009)
Steven Le Cam, Akram Belghith, Christophe Collet, Fabien Salzenstein
Wheezing sounds detection using multivariate generalized gaussian distributions. ICASSP (2009)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet
A robust hit-or-miss transform for template matching applied to very noisy astronomical images. Pattern Recognit. 42 (11) (2009)
Steven Le Cam, Christophe Collet, Fabien Salzenstein
Acoustical respiratory signal analysis and phase detection. ICASSP (2008)
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
Markovian segmentation of 3D brain MRI to detect Multiple Sclerosis lesions. ICIP (2008)
Steven Le Cam, Fabien Salzenstein, Christophe Collet
Fuzzy pairwise Markov chain to segment correlated noisy data. Signal Process. 88 (10) (2008)
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
Unifying framework for multimodal brain MRI segmentation based on Hidden Markov Chains. Medical Image Anal. 12 (6) (2008)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Bernd Vollmer
Astronomical object detection with a robust hit-or-miss transform. EUSIPCO (2008)
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
3D Brain MRI segmentation based on robust Hidden Markov Chain. ICASSP (2008)
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
Lesions detection on 3D brain MRI using trimmmed likelihood estimator and probabilistic atlas. ISBI (2008)
Fabien Salzenstein, Christophe Collet, Steven Le Cam, Mathieu Hatt
Non-stationary fuzzy Markov chain. Pattern Recognit. Lett. 28 (16) (2007)
Farid Flitti, Christophe Collet
Markovian regularization of latent-variable-models mixture for New multi-component image reduction/segmentation scheme. Signal Image Video Process. 1 (3) (2007)
Fabien Salzenstein, Christophe Collet
Fuzzy Markov Random Fields versus Chains for Multispectral Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 28 (11) (2006)
Mathieu Hatt, Nicolas Boussion, Frédéric Lamare, Christophe Collet, Fabien Salzenstein, Christian Roux, Yves Bizais, Catherine Cheze-Le Rest, Dimitris Visvikis
Fuzzy versus hard hidden Markov chains segmentation for volume determination and quantitation in noisy PET images. ISBI (2006)
Stéphanie Bricq, Christophe Collet, Jean-Paul Armspach
Triplet Markov chain for 3D MRI brain segmentation using a probabilistic atlas. ISBI (2006)
Farid Flitti, Christophe Collet
Markov Regularization of Mixture of Latent variable Models for Multi-component Image Unsupervised Joint Reduction/Segmentatin. FUSION (2006)
Farid Flitti, Christophe Collet, Bernd Vollmer, François Bonnarel
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. 2005 (15) (2005)
Farid Flitti, Christophe Collet, Annabele Joannic-Chardin
Unsupervised multiband image segmentation using hidden Markov quadtree and copulas. ICIP (2) (2005)
Farid Flitti, Christophe Collet, Éric Slezak
Wavelet domain astronomical multiband image fusion and restoration using Markov quadtree and copulas. EUSIPCO (2005)
Jean-Noël Provost, Christophe Collet, Philippe Rostaing, Patrick Pérez, Patrick Bouthemy
Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps. Comput. Vis. Image Underst. 93 (2) (2004)
Christophe Collet, Fionn Murtagh
Multiband segmentation based on a hierarchical Markov model. Pattern Recognit. 37 (12) (2004)
Christophe Collet, Mireille Louys, Anais Oberto, Caroline Bot
Markov model for multispectral image analysis: application to small magellanic cloud segmentation. ICIP (1) (2003)
Jean-Noël Provost, Philippe Rostaing, Christophe Collet
A hierarchical segmentation algorithm based on hepta-tree. EUSIPCO (2000)
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
Markov Random Field and Fuzzy Logic Modeling in Sonar Imagery: Application to the Classification of Underwater Floor. Comput. Vis. Image Underst. 79 (1) (2000)
Christophe Collet, Jean-Noël Provost, Philippe Rostaing, Patrick Pérez, Patrick Bouthemy
Spot Satellite Data Analysis for Bathymetric Mapping. ICIP (2000)
Koffi Yao, Max Mignotte, Christophe Collet, Pascal Galerne, Gilles Burel
Unsupervised segmentation using a self-organizing map and a noise model estimation in sonar imagery. Pattern Recognit. 33 (9) (2000)
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
Hybrid Genetic Optimization and Statistical Model-Based Approach for the Classification of Shadow Shapes in Sonar Imagery. IEEE Trans. Pattern Anal. Mach. Intell. 22 (2) (2000)
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
Sonar image segmentation using an unsupervised hierarchical MRF model. IEEE Trans. Image Process. 9 (7) (2000)
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
Three-Class Markovian Segmentation of High-Resolution Sonar Images. Comput. Vis. Image Underst. 76 (3) (1999)
Jean-Noël Provost, Christophe Collet, Patrick Pérez, Patrick Bouthemy
A Hierarchical Unsupervised Multispectral Model to Segment Spot Images for Ocean Cartography. ICIP (1) (1999)
Jean-Noël Provost, Christophe Collet, Patrick Pérez, Patrick Bouthemy
Unsupervised multispectral segmentation of SPOT images applied to nautical cartography. NSIP (1999)
Philippe Rostaing, Jean-Noël Provost, Christophe Collet
Unsupervised Multispectral Image Segmentation Using Generalized Gaussian Noise Model. EMMCVPR (1999)
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery. Electronic Imaging: Nonlinear Image Processing (1999)
H. Thomas, Christophe Collet, Koffi Yao, Gilles Burel
Some improvements of a rotation invariant autoregressive method. Application to the neural classification of noisy sonar images. EUSIPCO (1998)
Jérôme Lemoyne, Christophe Collet
Seafloor Texture Classification with a Multiscale Discriminant Analysis on High Resolution Sonar Images. MVA (1998)
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
Statistical model and genetic optimization: application to pattern detection in sonar images. ICASSP (1998)
Maurice Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
Unsupervised Segmentation Applied on Sonar Images. EMMCVPR (1997)
Max Mignotte, Christophe Collet, Patrick Pérez, Patrick Bouthemy
Unsupervised Markovian segmentation of sonar images. ICASSP (1997)
Christophe Collet, Pierre Thourel, Patrick Pérez, Patrick Bouthemy
Hierarchical MRF modeling for sonar picture segmentation. ICIP (3) (1996)
Christophe Collet, André Quinquis
Motion estimation methods and noisy phenomena. Mach. Vis. Appl. 7 (4) (1994)
Christophe Collet, André Quinquis, Jean-Marc Boucher
Cloudy sky velocity estimation based on optical flow estimation leading with an entropy criterion. ICPR (3) (1992)
Christophe Collet, André Quinquis, Jean-Marc Boucher
Cloudy Sky Velocity Map Based on Matched Filter. MVA (1992)