Cloudy sky velocity estimation based on optical flow estimation leading with an entropy criterion. - Christophe Collet 001; André Quinquis; Jean-Marc Boucher (ICPR (3), 1992)

Cloudy Sky Velocity Map Based on Matched Filter. - Christophe Collet 001; André Quinquis; Jean-Marc Boucher (MVA, 1992)

Motion estimation methods and noisy phenomena. - Christophe Collet 001; André Quinquis (Mach. Vis. Appl., 1994)

Hierarchical MRF modeling for sonar picture segmentation. - Christophe Collet 001; Pierre Thourel; Patrick Pérez; Patrick Bouthemy (ICIP (3), 1996)

Unsupervised Segmentation Applied on Sonar Images. - Maurice Mignotte; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (EMMCVPR, 1997)

Unsupervised Markovian segmentation of sonar images. - Max Mignotte; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (ICASSP, 1997)

Some improvements of a rotation invariant autoregressive method. Application to the neural classification of noisy sonar images. - H. Thomas; Christophe Collet 001; Koffi Yao; Gilles Burel (EUSIPCO, 1998)

Statistical model and genetic optimization: application to pattern detection in sonar images. - Max Mignotte; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (ICASSP, 1998)

Seafloor Texture Classification with a Multiscale Discriminant Analysis on High Resolution Sonar Images. - Jérôme Lemoyne; Christophe Collet 001 (MVA, 1998)

Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery. - Max Mignotte; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (Electronic Imaging: Nonlinear Image Processing, 1999)

Unsupervised Multispectral Image Segmentation Using Generalized Gaussian Noise Model. - Philippe Rostaing; Jean-Noël Provost; Christophe Collet 001 (EMMCVPR, 1999)

A Hierarchical Unsupervised Multispectral Model to Segment Spot Images for Ocean Cartography. - Jean-Noël Provost; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (ICIP (1), 1999)

Unsupervised multispectral segmentation of SPOT images applied to nautical cartography. - Jean-Noël Provost; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (NSIP, 1999)

Three-Class Markovian Segmentation of High-Resolution Sonar Images. - Max Mignotte; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (Comput. Vis. Image Underst., 1999)

A hierarchical segmentation algorithm based on hepta-tree. - Jean-Noël Provost; Philippe Rostaing; Christophe Collet 001 (EUSIPCO, 2000)

Spot Satellite Data Analysis for Bathymetric Mapping. - Christophe Collet 001; Jean-Noël Provost; Philippe Rostaing; Patrick Pérez; Patrick Bouthemy (ICIP, 2000)

Markov Random Field and Fuzzy Logic Modeling in Sonar Imagery: Application to the Classification of Underwater Floor. - Max Mignotte; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (Comput. Vis. Image Underst., 2000)

Hybrid Genetic Optimization and Statistical Model-Based Approach for the Classification of Shadow Shapes in Sonar Imagery. - Max Mignotte; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (IEEE Trans. Pattern Anal. Mach. Intell., 2000)

Unsupervised segmentation using a self-organizing map and a noise model estimation in sonar imagery. - Koffi Yao; Max Mignotte; Christophe Collet 001; Pascal Galerne; Gilles Burel (Pattern Recognit., 2000)

Sonar image segmentation using an unsupervised hierarchical MRF model. - Max Mignotte; Christophe Collet 001; Patrick Pérez; Patrick Bouthemy (IEEE Trans. Image Process., 2000)

Markov model for multispectral image analysis: application to small magellanic cloud segmentation. - Christophe Collet 001; Mireille Louys; Anais Oberto; Caroline Bot (ICIP (1), 2003)

Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps. - Jean-Noël Provost; Christophe Collet 001; Philippe Rostaing; Patrick Pérez; Patrick Bouthemy (Comput. Vis. Image Underst., 2004)

Multiband segmentation based on a hierarchical Markov model. - Christophe Collet 001; Fionn Murtagh (Pattern Recognit., 2004)

Wavelet domain astronomical multiband image fusion and restoration using Markov quadtree and copulas. - Farid Flitti; Christophe Collet 001; Éric Slezak (EUSIPCO, 2005)

Unsupervised multiband image segmentation using hidden Markov quadtree and copulas. - Farid Flitti; Christophe Collet 001; Annabele Joannic-Chardin (ICIP (2), 2005)

Multiband Segmentation of a Spectroscopic Line Data Cube: Application to the HI Data Cube of the Spiral Galaxy NGC 4254. - Farid Flitti; Christophe Collet 001; Bernd Vollmer; François Bonnarel (EURASIP J. Adv. Signal Process., 2005)

Markov Regularization of Mixture of Latent variable Models for Multi-component Image Unsupervised Joint Reduction/Segmentatin. - Farid Flitti; Christophe Collet 001 (FUSION, 2006)

Triplet Markov chain for 3D MRI brain segmentation using a probabilistic atlas. - Stéphanie Bricq; Christophe Collet 001; Jean-Paul Armspach (ISBI, 2006)

Fuzzy versus hard hidden Markov chains segmentation for volume determination and quantitation in noisy PET images. - Mathieu Hatt; Nicolas Boussion; Frédéric Lamare; Christophe Collet 001; Fabien Salzenstein; Christian Roux; Yves Bizais; Catherine Cheze Le Rest; Dimitris Visvikis (ISBI, 2006)

Fuzzy Markov Random Fields versus Chains for Multispectral Image Segmentation. - Fabien Salzenstein; Christophe Collet 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Non-stationary fuzzy Markov chain. - Fabien Salzenstein; Christophe Collet 001; Steven Le Cam; Mathieu Hatt (Pattern Recognit. Lett., 2007)

Markovian regularization of latent-variable-models mixture for New multi-component image reduction/segmentation scheme. - Farid Flitti; Christophe Collet 001 (Signal Image Video Process., 2007)

Astronomical object detection with a robust hit-or-miss transform. - Benjamin Perret; Sébastien Lefèvre; Christophe Collet 001; Bernd Vollmer (EUSIPCO, 2008)

3D Brain MRI segmentation based on robust Hidden Markov Chain. - Stéphanie Bricq; Christophe Collet 001; Jean-Paul Armspach (ICASSP, 2008)

Acoustical respiratory signal analysis and phase detection. - Steven Le Cam; Christophe Collet 001; Fabien Salzenstein (ICASSP, 2008)

Markovian segmentation of 3D brain MRI to detect Multiple Sclerosis lesions. - Stéphanie Bricq; Christophe Collet 001; Jean-Paul Armspach (ICIP, 2008)

Lesions detection on 3D brain MRI using trimmmed likelihood estimator and probabilistic atlas. - Stéphanie Bricq; Christophe Collet 001; Jean-Paul Armspach (ISBI, 2008)

Unifying framework for multimodal brain MRI segmentation based on Hidden Markov Chains. - Stéphanie Bricq; Christophe Collet 001; Jean-Paul Armspach (Medical Image Anal., 2008)

Fuzzy pairwise Markov chain to segment correlated noisy data. - Steven Le Cam; Fabien Salzenstein; Christophe Collet 001 (Signal Process., 2008)

Probabilistic Satellite Image Fusion. - Farid Flitti; Mohammed Bennamoun; Du Q. Huynh; Amine Bermak; Christophe Collet 001 (CAIP, 2009)

Wheezing sounds detection using multivariate generalized gaussian distributions. - Steven Le Cam; Akram Belghith; Christophe Collet 001; Fabien Salzenstein (ICASSP, 2009)

Decomposition and Classification of Spectral Lines in Astronomical Radio Data Cubes. - Vincent Mazet; Christophe Collet 001; Bernd Vollmer (SCIA, 2009)

Galaxy Decomposition in Multispectral Images Using Markov Chain Monte Carlo Algorithms. - Benjamin Perret; Vincent Mazet; Christophe Collet 001; Éric Slezak (SCIA, 2009)

A robust hit-or-miss transform for template matching applied to very noisy astronomical images. - Benjamin Perret; Sébastien Lefèvre; Christophe Collet 001 (Pattern Recognit., 2009)

Image fusion based on pyramidal multiband multiresolution markovian analysis. - Farid Flitti; Christophe Collet 001; Éric Slezak (Signal Image Video Process., 2009)

Connected Component Trees for Multivariate Image Processing and Applications in Astronomy. - Benjamin Perret; Sébastien Lefèvre; Christophe Collet 001; Éric Slezak (ICPR, 2010)

Hidden fuzzy Markov chain model with K discrete classes. - Ahmed Gamal-Eldin; Fabien Salzenstein; Christophe Collet 001 (ISSPA, 2010)

Un arbre de Markov sélectif en fréquence pour la détection de signaux transitoires à faible rapport signal / bruit. - Steven Le Cam; Christophe Collet 001; Fabien Salzenstein (Traitement du Signal, 2010)

Change-detection based on support vector data description handling dependency. - Akram Belghith; Christophe Collet 001; Jean-Paul Armspach (ICIP, 2011)

A statistical framework for biomarker identification of biopsies using HR-MAS HSQC spectroscopy. - Akram Belghith; Christophe Collet 001; Jean-Paul Armspach (ISBI, 2011)

Toward a New Axiomatic for Hyper-Connections. - Benjamin Perret; Sébastien Lefèvre; Christophe Collet 001 (ISMM, 2011)

A Unified Framework for Peak Detection and Alignment: Application to HR-MAS 2D NMR Spectroscopy. - Akram Belghith; Christophe Collet 001; Jean-Paul Armspach (MDA, 2011)

Brain MRI segmentation and lesion detection using generalized Gaussian and Rician modeling. - Xuqiang Wu; Stéphanie Bricq; Christophe Collet 001 (Image Processing, 2011)

Hierarchical multispectral galaxy decomposition using a MCMC algorithm with multiple temperature simulated annealing. - Benjamin Perret; Vincent Mazet; Christophe Collet 001; Éric Slezak (Pattern Recognit., 2011)

Detection of Transient Signals in Lung Sounds: Local Approach Using a Markovian Tree with Frequency Selectivity. - Steven Le Cam; Christophe Collet 001; Fabien Salzenstein (J. Signal Process. Syst., 2011)

Generic architecture for ambient intelligence based on an organizational centered multi-agent approach. - Patrice Roy; Nicolas Lachiche; Pierre Gançarski; Alban Meffre; Christophe Collet 001 (UbiComp, 2012)

Real-Time Fall Detection Method Based on Hidden Markov Modelling. - Alban Meffre; Christophe Collet 001; Nicolas Lachiche; Pierre Gançarski (ICISP, 2012)

Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing. - Benjamin Perret; Sébastien Lefèvre; Christophe Collet 001; Éric Slezak (IEEE Trans. Image Process., 2012)

Change detection based on a support vector data description that treats dependency. - Akram Belghith; Christophe Collet 001; Jean-Paul Armspach (Pattern Recognit. Lett., 2013)

A unified framework for peak detection and alignment: application to HR-MAS 2D NMR spectroscopy. - Akram Belghith; Christophe Collet 001; Lucien Rumbach; Jean-Paul Armspach (Signal Image Video Process., 2013)

3D+t Brain MRI segmentation using robust 4D Hidden Markov Chain. - Francois Lavigne; Christophe Collet 001; Jean-Paul Armspach (EMBC, 2014)

Détection de situations à risque basée sur des détecteurs de mouvement à domicile pour les personnes dépendantes. - Alban Meffre; Nicolas Lachiche; Pierre Gançarski; Christophe Collet 001 (EGC, 2014)

MRF and Dempster-Shafer theory for simultaneous shadow/vegetation detection on high resolution aerial color images. - Tran-Thanh Ngo; Christophe Collet 001; Vincent Mazet (ICIP, 2014)

Spatio-spectral Gaussian random field modeling approach for target detection on hyperspectral data obtained in very low SNR. - Ola Ahmad; Christophe Collet 001; Fabien Salzenstein (ICIP, 2015)

Automatic rectangular building detection from VHR aerial imagery using shadow and image segmentation. - Tran-Thanh Ngo; Christophe Collet 001; Vincent Mazet (ICIP, 2015)

2-Step robust vertebra segmentation. - Jean-Baptiste Courbot; Edmond Rust; Emmanuel Monfrini; Christophe Collet 001 (IPTA, 2015)

Connected image processing with multivariate attributes: An unsupervised Markovian classification approach. - Benjamin Perret; Christophe Collet 001 (Comput. Vis. Image Underst., 2015)

Détection simultanée de l'ombre et de la végétation sur des images aériennes couleur en haute résolution. - Tran-Thanh Ngo; Christophe Collet 001; Vincent Mazet (Traitement du Signal, 2015)

Detection of faint extended sources in hyperspectral data and application to HDF-S MUSE observations. - Jean-Baptiste Courbot; Vincent Mazet; Emmanuel Monfrini; Christophe Collet 001 (ICASSP, 2016)

Oriented Triplet Markov fields for hyperspectral image segmentation. - Jean-Baptiste Courbot; Emmanuel Monfrini; Vincent Mazet; Christophe Collet 001 (WHISPERS, 2016)

Scale-space spatio-temporal random fields: Application to the detection of growing microbial patterns from surface roughness. - Ola Ahmad; Christophe Collet 001 (Pattern Recognit., 2016)

Separation of delayed parameterized sources. - Hassan Mortada; Vincent Mazet; Charles Soussen; Christophe Collet 001 (EUSIPCO, 2017)

Extended faint source detection in astronomical hyperspectral images. - Jean-Baptiste Courbot; Vincent Mazet; Emmanuel Monfrini; Christophe Collet 001 (Signal Process., 2017)

Shape-Based Building Detection in Visible Band Images Using Shadow Information. - Tran-Thanh Ngo; Vincent Mazet; Christophe Collet 001; Paul de Fraipont (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Triplet Markov Trees for Image Segmentation. - Jean-Baptiste Courbot; Emmanuel Monfrini; Vincent Mazet; Christophe Collet 001 (SSP, 2018)

Spectroscopic Decomposition Of Astronomical Multispectral Images Using B-Splines. - Hassan Mortada; Vincent Mazet; Charles Soussen; Christophe Collet 001 (WHISPERS, 2018)

Oriented Triplet Markov Fields. - Jean-Baptiste Courbot; Emmanuel Monfrini; Vincent Mazet; Christophe Collet 001 (Pattern Recognit. Lett., 2018)

Pairwise Markov fields for segmentation in astronomical hyperspectral images. - Jean-Baptiste Courbot; Vincent Mazet; Emmanuel Monfrini; Christophe Collet 001 (Signal Process., 2019)

Parameterized source separation for delayed spectroscopic signals. - Hassan Mortada; Vincent Mazet; Charles Soussen; Christophe Collet 001; Lionel Poisson (Signal Process., 2019)

Unsupervised segmentation of stents corrupted by artifacts in medical X-ray images. - Hugo Gangloff; Emmanuel Monfrini; Christophe Collet 001; Nabil Chakfé (IPTA, 2020)

Improved centerline tracking for new descriptors of atherosclerotic aortas. - Hugo Gangloff; Emmanuel Monfrini; Mohamed Zied Ghariani; Mickaël Ohana; Christophe Collet 001; Nabil Chakfé (IPTA, 2020)

Unsupervised Image Segmentation with Spatial Triplet Markov Trees. - Hugo Gangloff; Jean-Baptiste Courbot; Emmanuel Monfrini; Christophe Collet 001 (ICASSP, 2021)

Unsupervised image segmentation with Gaussian Pairwise Markov Fields. - Hugo Gangloff; Jean-Baptiste Courbot; Emmanuel Monfrini; Christophe Collet 001 (Comput. Stat. Data Anal., 2021)