Jean-Yves Tourneret

Orcid: 0000-0001-5219-3455

Affiliations:
  • INP-ENSEEIHT, Toulouse, France


According to our database1, Jean-Yves Tourneret authored at least 381 papers between 1993 and 2024.

Collaborative distances:

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Bibliography

2024
In-Flight Estimation of Instrument Spectral Response Functions Using Sparse Representations.
CoRR, 2024

HLoOP - Hyperbolic 2-Space Local Outlier Probabilities.
IEEE Access, 2024

Bayesian Sparse Model for Complex-Valued Magnetic Resonance Spectroscopy Restoration.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Estimation of Instrument Spectral Response Functions Using Sparse Representations in a Dictionary.
Proceedings of the IGARSS 2024, 2024

Anomaly Detection Using Multiscale Signatures.
Proceedings of the 32nd European Signal Processing Conference, 2024

Misspecified Cramér-Rao Bounds for Anomalous Clock Data in Satellite Constellations.
Proceedings of the 32nd European Signal Processing Conference, 2024

Track-to-Track AIS / Radar Association and Uncertainty Estimation by Coherent Point Drift.
Proceedings of the 32nd European Signal Processing Conference, 2024

Detecting Abnormal Ship Trajectories Using Functional Isolation Forests and Dynamic Time Warping.
Proceedings of the 32nd European Signal Processing Conference, 2024

A Multiscale Anomaly Detection Framework for AIS Trajectories via Heat Graph Laplacian Diffusion.
Proceedings of the 32nd European Signal Processing Conference, 2024

Estimation of Instrument Spectral Response Functions in Presence of Radiometric Errors.
Proceedings of the 32nd European Signal Processing Conference, 2024

Auxiliary Particle Filtering with Variational Inference for Jump Markov Systems with Unknown Measurement Noise Covariance.
Proceedings of the 32nd European Signal Processing Conference, 2024

Robust Hypersphere Fitting from Noisy Data Using Gibbs Sampling.
Proceedings of the 32nd European Signal Processing Conference, 2024

Fusion of Magnetic Resonance and Ultrasound Images Using Guided Filtering: Application to Endometriosis Surgery.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Bounds for the estimation of matrix-valued parameters of a Gaussian random process.
Signal Process., October, 2023

A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data.
IEEE Trans. Signal Process., 2023

A Robust Model and its EM Algorithm for the Estimation of the Multifractality Parameter.
Proceedings of the 31st European Signal Processing Conference, 2023

Joint Registration and Fusion of 3D Magnetic Resonance and 2D Ultrasound Images for Endometriosis Surgery.
Proceedings of the 31st European Signal Processing Conference, 2023

Fusion of Ultrasound and Magnetic Resonance Images for Endometriosis Diagnosis: A Non-Parametric Approach.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

2022
Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development.
Comput. Electron. Agric., July, 2022

A Bayesian Framework for Multivariate Multifractal Analysis.
IEEE Trans. Signal Process., 2022

Anomaly Detection and Classification in Multispectral Time Series Based on Hidden Markov Models.
IEEE Trans. Geosci. Remote. Sens., 2022

Attention Networks for Time Series Regression and Application to Congestion Control.
Proceedings of the IFIP Networking Conference, 2022

How Attention Deep Learning Can Improve Copa Congestion Control Performance.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Multifractal Anomaly Detection in Images via Space-Scale Surrogates.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation.
Proceedings of the 30th European Signal Processing Conference, 2022

An EM Algorithm for Mixtures of Hyperspheres.
Proceedings of the 30th European Signal Processing Conference, 2022

A Comparison of Bayesian Estimators for the Parameters of the Bivariate Multifractal Spectrum.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Hypersphere Fitting From Noisy Data Using an EM Algorithm.
IEEE Signal Process. Lett., 2021

How to introduce expert feedback in one-class support vector machines for anomaly detection?
Signal Process., 2021

A variational marginalized particle filter for jump Markov nonlinear systems with unknown transition probabilities.
Signal Process., 2021

Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series.
Remote. Sens., 2021

Generalized isolation forest for anomaly detection.
Pattern Recognit. Lett., 2021

Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops.
CoRR, 2021

Sparse Representations and Dictionary Learning: from Image Fusion to Motion Estimation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Robust Hypersphere Fitting from Noisy Data Using an EM Algorithm.
Proceedings of the 29th European Signal Processing Conference, 2021

Bayesian Estimation of the Parameters of the Bivariate Multifractal Spectrum.
Proceedings of the 29th European Signal Processing Conference, 2021

Drowsiness Detection Using Joint EEG-ECG Data With Deep Learning.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Fusion of Magnetic Resonance and Ultrasound Images for Endometriosis Detection.
IEEE Trans. Image Process., 2020

Bayesian 3D Reconstruction of Subsampled Multispectral Single-Photon Lidar Signals.
IEEE Trans. Computational Imaging, 2020

Anomaly detection in mixed telemetry data using a sparse representation and dictionary learning.
Signal Process., 2020

Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops.
CoRR, 2020

Seeing Around Corners with Edge-Resolved Transient Imaging.
CoRR, 2020

A Rao-Blackwellized Particle Filter With Variational Inference for State Estimation With Measurement Model Uncertainties.
IEEE Access, 2020

Blind Deconvolution of Fundamental and Harmonic Ultrasound Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Ultrasound And Magnetic Resonance Image Fusion Using A Patch-Wise Polynomial Model.
Proceedings of the IEEE International Conference on Image Processing, 2020

Constrained Bundle Adjustment Applied To Wing 3d Reconstruction With Mechanical Limitations.
Proceedings of the IEEE International Conference on Image Processing, 2020

Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Incorporating User Feedback Into One-Class Support Vector Machines for Anomaly Detection.
Proceedings of the 28th European Signal Processing Conference, 2020

Wing 3D Reconstruction by Constraining the Bundle Adjustment with Mechanical Limitations.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
A Hybrid Lower Bound for Parameter Estimation of Signals With Multiple Change-Points.
IEEE Trans. Signal Process., 2019

Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation.
IEEE Trans. Medical Imaging, 2019

A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT.
IEEE Trans. Medical Imaging, 2019

Multipath Mitigation for GNSS Positioning in an Urban Environment Using Sparse Estimation.
IEEE Trans. Intell. Transp. Syst., 2019

Spectral Image Fusion From Compressive Measurements.
IEEE Trans. Image Process., 2019

Spectral Image Fusion From Compressive Measurements Using Spectral Unmixing and a Sparse Representation of Abundance Maps.
IEEE Trans. Geosci. Remote. Sens., 2019

Partially Asynchronous Distributed Unmixing of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images.
IEEE Signal Process. Lett., 2019

An EM-based multipath interference mitigation in GNSS receivers.
Signal Process., 2019

Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data.
SIAM J. Imaging Sci., 2019

Fusion Of Magnetic Resonance And Ultrasound Images: A Preliminary Study On Simulated Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

On Nonparametric Identification of Wiener Systems with Deterministic Inputs.
Proceedings of the IEEE International Conference on Acoustics, 2019

3D Reconstruction Using Single-photon Lidar Data Exploiting the Widths of the Returns.
Proceedings of the IEEE International Conference on Acoustics, 2019

Fast Surface Detection in Single-Photon Lidar Waveforms.
Proceedings of the 27th European Signal Processing Conference, 2019

Cardiac Motion Estimation Using Convolutional Sparse Coding.
Proceedings of the 27th European Signal Processing Conference, 2019

Real-Time 3D Color Imaging with Single-Photon Lidar Data.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Multivariate Anomaly Detection in Mixed Telemetry time-series Using A Sparse Decomposition.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Adaptive Coded Aperture Design by Motion Estimation using Convolutional Sparse Coding in Compressive Spectral Video Sensing.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Unbiased Group-Sparsity Sensing Using Quadratic Envelopes.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018
A New Decision-Theory-Based Framework for Echo Canceler Control.
IEEE Trans. Signal Process., 2018

Motion Estimation in Echocardiography Using Sparse Representation and Dictionary Learning.
IEEE Trans. Image Process., 2018

A Hierarchical Bayesian Model Accounting for Endmember Variability and Abrupt Spectral Changes to Unmix Multitemporal Hyperspectral Images.
IEEE Trans. Computational Imaging, 2018

Multifractal Analysis of Multivariate Images Using Gamma Markov Random Field Priors.
SIAM J. Imaging Sci., 2018

A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT.
CoRR, 2018

A Smoothing Stochastic Phase Retrieval Algorithm for Solving Random Quadratic Systems.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Multipath Mitigation in Global Navigation Satellite Systems Using a Bayesian Hierarchical Model With Bernoulli Laplacian Priors.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Restoration of ultrasonic images using non-linear system identification and deconvolution.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

On the High-Snr Receiver Operating Characteristic of Glrt for The Conditional Signal Model.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation.
Proceedings of the 21st International Conference on Information Fusion, 2018

Bayesian Restoration of High-Dimensional Photon-Starved Images.
Proceedings of the 26th European Signal Processing Conference, 2018

A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Toward a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification.
IEEE Trans. Image Process., 2017

Unsupervised Nonlinear Spectral Unmixing Based on a Multilinear Mixing Model.
IEEE Trans. Geosci. Remote. Sens., 2017

Blind roll-off estimation for digital transmissions.
Signal Process., 2017

A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation.
Signal Process., 2017

Bayesian EEG source localization using a structured sparsity prior.
NeuroImage, 2017

Technical Report: A New Decision-Theory-Based Framework for Echo Canceler Control.
CoRR, 2017

Enhancement of 250-MHz quantitative acoustic-microscopy data using a single-image super-resolution method.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Missing data reconstruction and anomaly detection in crop development using agronomic indicators derived from multispectral satellite images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Cardiac motion estimation in ultrasound images using spatial and sparse regularizations.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

High-resolution spectral image reconstruction based on compressed data fusion.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Bayesian reconstruction of hyperspectral images by using compressed sensing measurements and a local structured prior.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

New asymptotic properties for the robust ANMF.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A Bayesian lower bound for parameter estimation of Poisson data including multiple changes.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Unmixing multitemporal hyperspectral images accounting for smooth and abrupt variations.
Proceedings of the 25th European Signal Processing Conference, 2017

An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images.
Proceedings of the 25th European Signal Processing Conference, 2017

A kernel density-based particle filter for state and time-varying parameter estimation in nonlinear state-space models.
Proceedings of the 25th European Signal Processing Conference, 2017

A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation.
Proceedings of the 25th European Signal Processing Conference, 2017

A fast algorithm based on a sylvester-like equation for LS regression with GMRF prior.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Spectral image fusion from compressive measurements using spectral unmixing.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Optical flow estimation in ultrasound images using a sparse representation.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Statistical modeling and classification of reflectance confocal microscopy images.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Hyperspectral Unmixing With Spectral Variability Using a Perturbed Linear Mixing Model.
IEEE Trans. Signal Process., 2016

A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling.
IEEE Trans. Signal Process., 2016

Fast Single Image Super-Resolution Using a New Analytical Solution for ℓ<sub>2</sub>-ℓ<sub>2</sub> Problems.
IEEE Trans. Image Process., 2016

Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model Based on Generalized Gaussian Priors.
IEEE Trans. Image Process., 2016

Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability.
IEEE Trans. Image Process., 2016

Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images.
IEEE Trans. Image Process., 2016

Detection and Correction of Glitches in a Multiplexed Multichannel Data Stream - Application to the MADRAS Instrument.
IEEE Trans. Geosci. Remote. Sens., 2016

Multiband Image Fusion Based on Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2016

Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry.
IEEE Trans. Geosci. Remote. Sens., 2016

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach.
IEEE Trans. Geosci. Remote. Sens., 2016

R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation.
IEEE Signal Process. Lett., 2016

Detecting, estimating and correcting multipath biases affecting GNSS signals using a marginalized likelihood ratio-based method.
Signal Process., 2016

A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images.
SIAM J. Imaging Sci., 2016

A Survey of Stochastic Simulation and Optimization Methods in Signal Processing.
IEEE J. Sel. Top. Signal Process., 2016

Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing.
IEEE J. Sel. Top. Signal Process., 2016

R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation.
CoRR, 2016

Multi-Band Image Fusion Based on Spectral Unmixing.
CoRR, 2016

A Bayesian Lower Bound for Parameter Estimation of Poisson Data Including Multiple Changes (extended).
CoRR, 2016

A partially collapsed Gibbs sampler with accelerated convergence for EEG source localization.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Bayesian multifractal analysis of multi-temporal images using smooth priors.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Spatial regularization for nonlinear unmixing of hyperspectral data with vector-valued kernel functions.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Adaptive Mean Shift Based Hemodynamic Brain Parcellation in fMRI.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

Blind model-based fusion of multi-band and panchromatic images.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

A Bayesian approach for the multifractal analysis of spatio-temporal data.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Single image super-resolution of medical ultrasound images using a fast algorithm.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

MRSI data unmixing using spatial and spectral priors in transformed domains.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Multi-subject joint parcellation detection estimation in functional MRI.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Distributed boosting for cloud detection.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov Random Field priors.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Unmixing multitemporal hyperspectral images with variability: An online algorithm.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A Bayesian framework for the multifractal analysis of images using data augmentation and a whittle approximation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A maximum likelihood-based unscented Kalman filter for multipath mitigation in a multi-correlator based GNSS receiver.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

High-resolution hyperspectral image fusion based on spectral unmixing.
Proceedings of the 19th International Conference on Information Fusion, 2016

Ship detection using SAR and AIS raw data for maritime surveillance.
Proceedings of the 24th European Signal Processing Conference, 2016

Bayesian estimation for the local assessment of the multifractality parameter of multivariate time series.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation.
IEEE Trans. Image Process., 2015

A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors.
IEEE Trans. Image Process., 2015

Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability.
IEEE Trans. Image Process., 2015

Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation.
IEEE Trans. Image Process., 2015

Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2015

Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry.
IEEE Trans. Geosci. Remote. Sens., 2015

Sparse EEG Source Localization Using Bernoulli Laplacian Priors.
IEEE Trans. Biomed. Eng., 2015

Bayesian Fusion of Multi-Band Images.
IEEE J. Sel. Top. Signal Process., 2015

Toward Fast Transform Learning.
Int. J. Comput. Vis., 2015

Fast Single Image Super-Resolution.
CoRR, 2015

Fast Spectral Unmixing based on Dykstra's Alternating Projection.
CoRR, 2015

Tutorial on Stochastic Simulation and Optimization Methods in Signal Processing.
CoRR, 2015

Hyperspectral pansharpening: a review.
CoRR, 2015

Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach.
CoRR, 2015

Bayesian fusion of multispectral and hyperspectral images using a block coordinate descent method.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral unmixing accounting for spatial correlations and endmember variability.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral image analysis using multifractal attributes.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Joint Bayesian deconvolution and pointspread function estimation for ultrasound imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Nonlinear regression using smooth Bayesian estimation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A perturbed linear mixing model accounting for spectral variability.
Proceedings of the 23rd European Signal Processing Conference, 2015

Band selection in RKHS for fast nonlinear unmixing of hyperspectral images.
Proceedings of the 23rd European Signal Processing Conference, 2015

Unmixing multitemporal hyperspectral images accounting for endmember variability.
Proceedings of the 23rd European Signal Processing Conference, 2015

Bayesian estimation of the multifractality parameter for images via a closed-form Whittle likelihood.
Proceedings of the 23rd European Signal Processing Conference, 2015

Sparse signal recovery using a Bernoulli generalized Gaussian prior.
Proceedings of the 23rd European Signal Processing Conference, 2015

Bayesian parameter estimation for asymmetric power distributions.
Proceedings of the 23rd European Signal Processing Conference, 2015

Fuse: A fast multi-band image fusion algorithm.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

A method for 3D direction of arrival estimation for general arrays using multiple frequencies.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014
A New Frequency Estimation Method for Equally and Unequally Spaced Data.
IEEE Trans. Signal Process., 2014

Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm.
IEEE Trans. Image Process., 2014

Residual Component Analysis of Hyperspectral Images - Application to Joint Nonlinear Unmixing and Nonlinearity Detection.
IEEE Trans. Image Process., 2014

A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2014

Bayesian sparse estimation of migrating targets for wideband radar.
IEEE Trans. Aerosp. Electron. Syst., 2014

Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms.
IEEE Signal Process. Mag., 2014

Computing the Cramer-Rao Bound of Markov Random Field Parameters: Application to the Ising and the Potts Models.
IEEE Signal Process. Lett., 2014

Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter.
Signal Process., 2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR, 2014

Maximum marginal likelihood estimation of the granularity coefficient of a Potts-Markov random field within an MCMC algorithm.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

A generalized semi-analytical model for delay/Doppler altimetry.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Restoration of ultrasound images using a hierarchical Bayesian model with a generalized Gaussian prior.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral response.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Bayesian fusion of hyperspectral and multispectral images.
Proceedings of the IEEE International Conference on Acoustics, 2014

Partial CRC-assisted error correction of AIS signals received by satellite.
Proceedings of the IEEE International Conference on Acoustics, 2014

A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors.
Proceedings of the IEEE International Conference on Acoustics, 2014

Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging.
Proceedings of the IEEE International Conference on Acoustics, 2014

A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization.
Proceedings of the IEEE International Conference on Acoustics, 2014

Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection.
Proceedings of the IEEE International Conference on Acoustics, 2014

A Marginalized Likelihood Ratio Approach for detecting and estimating multipath biases on GNSS measurements.
Proceedings of the 17th International Conference on Information Fusion, 2014

Fusion of multispectral and hyperspectral images based on sparse representation.
Proceedings of the 22nd European Signal Processing Conference, 2014

Exploiting time and frequency information for Delay/Doppler altimetry.
Proceedings of the 22nd European Signal Processing Conference, 2014

Model selection for hemodynamic brain parcellation in FMRI.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Nonlinear Spectral Unmixing of Hyperspectral Images Using Gaussian Processes.
IEEE Trans. Signal Process., 2013

Parameter Estimation For Multivariate Generalized Gaussian Distributions.
IEEE Trans. Signal Process., 2013

Estimating the Granularity Coefficient of a Potts-Markov Random Field Within a Markov Chain Monte Carlo Algorithm.
IEEE Trans. Image Process., 2013

Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images.
IEEE Trans. Image Process., 2013

Nonlinearity Detection in Hyperspectral Images Using a Polynomial Post-Nonlinear Mixing Model.
IEEE Trans. Image Process., 2013

Estimation of the Degree of Polarization for Hybrid/Compact and Linear Dual-Pol SAR Intensity Images: Principles and Applications.
IEEE Trans. Geosci. Remote. Sens., 2013

Parameter Estimation for Peaky Altimetric Waveforms.
IEEE Trans. Geosci. Remote. Sens., 2013

Velocity Dealiased Spectral Estimators of Range Migrating Targets using a Single Low-PRF Wideband Waveform.
IEEE Trans. Aerosp. Electron. Syst., 2013

Cyclic redundancy check-based detection algorithms for automatic identification system signals received by satellite.
Int. J. Satell. Commun. Netw., 2013

Unsupervised Bayesian linear unmixing of gene expression microarrays.
BMC Bioinform., 2013

Nonlinear hyperspectral unmixing using Gaussian processes.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Bayesian estimation for the multifractality parameter.
Proceedings of the IEEE International Conference on Acoustics, 2013

Joint phase-recovery and demodulation-decoding of AIS signals received by satellite.
Proceedings of the IEEE International Conference on Acoustics, 2013

Modified cramer-rao lower bounds for TOA and symbol width estimation. An application to search and rescue signals.
Proceedings of the IEEE International Conference on Acoustics, 2013

A robust test for nonlinear mixture detection in hyperspectral images.
Proceedings of the IEEE International Conference on Acoustics, 2013

Ship localization using ais signals received by satellites.
Proceedings of the 21st European Signal Processing Conference, 2013

Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry.
Proceedings of the 21st European Signal Processing Conference, 2013

Sparse Bayesian regularization using Bernoulli-Laplacian priors.
Proceedings of the 21st European Signal Processing Conference, 2013

Frequency estimation based on Hankel matrices and the alternating direction method of multipliers.
Proceedings of the 21st European Signal Processing Conference, 2013

Bayesian unsupervised unmixing of hyperspectral images using a post-nonlinear model.
Proceedings of the 21st European Signal Processing Conference, 2013

Hybrid sparse regularization for magnetic resonance spectroscopy.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Performance of TOA and FOA-based localization for Cospas-Sarsat search and rescue signals.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

On an iterative method for direction of arrival estimation using multiple frequencies.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012
Stochastic Behavior Analysis of the Gaussian Kernel Least-Mean-Square Algorithm.
IEEE Trans. Signal Process., 2012

Blind Deconvolution of Sparse Pulse Sequences Under a Minimum Distance Constraint: A Partially Collapsed Gibbs Sampler Method.
IEEE Trans. Signal Process., 2012

CS Decomposition Based Bayesian Subspace Estimation.
IEEE Trans. Signal Process., 2012

Segmentation of Skin Lesions in 2-D and 3-D Ultrasound Images Using a Spatially Coherent Generalized Rayleigh Mixture Model.
IEEE Trans. Medical Imaging, 2012

Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery.
IEEE Trans. Image Process., 2012

Ship and Oil-Spill Detection Using the Degree of Polarization in Linear and Hybrid/Compact Dual-Pol SAR.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Detecting nonlinear mixtures in hyperspectral images.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Prediction of rain attenuation series based on discretized spectral model.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Bayesian subspace estimation using CS decomposition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Constructive use of GNSS NLOS-multipath: Augmenting the navigation Kalman filter with a 3D model of the environment.
Proceedings of the 15th International Conference on Information Fusion, 2012

Interference mitigation and error correction method for AIS signals received by satellite.
Proceedings of the 20th European Signal Processing Conference, 2012

Beat-to-beat P and T wave delineation in ECG signals using a marginalized particle filter.
Proceedings of the 20th European Signal Processing Conference, 2012

Regularized Bayesian compressed sensing in ultrasound imaging.
Proceedings of the 20th European Signal Processing Conference, 2012

Bayesian linear unmixing of time-evolving gene expression data using a hidden Markov model.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Minimum Mean Square Distance Estimation of a Subspace.
IEEE Trans. Signal Process., 2011

High-Resolution Optical and SAR Image Fusion for Building Database Updating.
IEEE Trans. Geosci. Remote. Sens., 2011

Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model.
IEEE Trans. Geosci. Remote. Sens., 2011

Enhancing Hyperspectral Image Unmixing With Spatial Correlations.
IEEE Trans. Geosci. Remote. Sens., 2011

Synthèse des traitements STAP pour la détection en environnement hétérogène.
Traitement du Signal, 2011

Knowledge-Aided STAP in Heterogeneous Clutter using a Hierarchical Bayesian Algorithm.
IEEE Trans. Aerosp. Electron. Syst., 2011

Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters.
Signal Process., 2011

Joint spectral classification and unmixing using adaptative pixel neighborhoods.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Bilinear models for nonlinear unmixing of hyperspectral images.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Comparison of ship detection performance based on the degree of polarization in hybrid/compact and linear dual-pol SAR imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

A new model for peaky altimetric waveforms.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Unmixing hyperspectral images using the generalized bilinear model.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Bivariate pearson distributions for remote sensing images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

A post nonlinear mixing model for hyperspectral images unmixing.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Spectral estimation of migrating targets in wideband radar.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model.
Proceedings of the IEEE International Conference on Acoustics, 2011

P and twave delineation andwaveform estimation in ECG signals using a block gibbs sampler.
Proceedings of the IEEE International Conference on Acoustics, 2011

Variational methods for spectral unmixing of hyperspectral images.
Proceedings of the IEEE International Conference on Acoustics, 2011

A Bernoulli-Gaussian model for gene factor analysis.
Proceedings of the IEEE International Conference on Acoustics, 2011

Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery.
Proceedings of the IEEE International Conference on Acoustics, 2011

Segmentation of ultrasound images using a spatially coherent generalized Rayleigh mixture model.
Proceedings of the 19th European Signal Processing Conference, 2011

Steady-state behavior and design of the Gaussian KLMS algorithm.
Proceedings of the 19th European Signal Processing Conference, 2011

T-wave alternans detection using a Bayesian approach and a Gibbs sampler.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Bayesian compressed sensing in ultrasound imaging.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Clutter rejection for MTI radar using a single antenna and a long integration time.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

ECG denoising using a dynamical model and a marginalized particle filter.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Bayesian estimation of a subspace.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
A Fixed-Lag Particle Filter for the Joint Detection/Compensation of Interference Effects in GPS Navigation.
IEEE Trans. Signal Process., 2010

Bayesian orthogonal component analysis for sparse representation.
IEEE Trans. Signal Process., 2010

A hierarchical Bayesian model for frame representation.
IEEE Trans. Signal Process., 2010

Bayesian Estimation of Linear Mixtures Using the Normal Compositional Model. Application to Hyperspectral Imagery.
IEEE Trans. Image Process., 2010

Algorithmes bayésiens pour le démélange supervisé, semi-supervisé et non-supervisé d'images hyperspectrales.
Traitement du Signal, 2010

P- and T-Wave Delineation in ECG Signals Using a Bayesian Approach and a Partially Collapsed Gibbs Sampler.
IEEE Trans. Biomed. Eng., 2010

Classification of linear and non-linear modulations using the Baum-Welch algorithm and MCMC methods.
Signal Process., 2010

Generative Supervised Classification Using Dirichlet Process Priors.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Estimating the Number of Endmembers in Hyperspectral Images Using the Normal Compositional Model and a Hierarchical Bayesian Algorithm.
IEEE J. Sel. Top. Signal Process., 2010

Markov random fields for joint unmixing and segmentation of hyperspectral images.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Shape classification of altimetric signals using anomaly detection and bayes decision rule.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Estimation of the degree of polarization in compact polarimetry.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

High resolution optical and sar image fusion for road database updating.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Logistic regression for detecting changes between databases and remote sensing images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Estimation of the degree of polarization in dual-polarized SAR imagery.
Proceedings of the International Conference on Image Processing, 2010

Maximum-likelihood estimation of the polarization degree from two multi-look intensity images.
Proceedings of the IEEE International Conference on Acoustics, 2010

A partially collapsed Gibbs sampler for parameters with local constraints.
Proceedings of the IEEE International Conference on Acoustics, 2010

A reversible-jump mcmc algorithm for estimating the number of endmembers in the normal compositional model application to the unmixing of hyperspectral images.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Echo Cancellation - The Generalized Likelihood Ratio Test For Double-Talk Versus Channel Change.
IEEE Trans. Signal Process., 2009

Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery.
IEEE Trans. Signal Process., 2009

Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM.
IEEE Trans. Image Process., 2009

Bayesian separation of spectral sources under non-negativity and full additivity constraints.
Signal Process., 2009

Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities.
Stat. Comput., 2009

Introduction to the Issue on Advanced Signal Processing for GNSS and Robust Navigation.
IEEE J. Sel. Top. Signal Process., 2009

Joint Particle Filter and UKF Position Tracking in Severe Non-Line-of-Sight Situations.
IEEE J. Sel. Top. Signal Process., 2009

An NCM-based Bayesian algorithm for hyperspectral unmixing.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Similarity Measure between Vector Data Bases and Optical Images for Change Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Fusion of High Resolution Optical and SAR Images with Vector Data Bases for Change Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Data-driven online variational filtering in wireless sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2009

Bayesian sparse image reconstruction for MRFM.
Proceedings of the IEEE International Conference on Acoustics, 2009

Outage mitigation for GNSS/MEMS navigation using neural networks.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery.
IEEE Trans. Signal Process., 2008

A Bayesian Approach to Adaptive Detection in Nonhomogeneous Environments.
IEEE Trans. Signal Process., 2008

Bounds for Estimation of Covariance Matrices From Heterogeneous Samples.
IEEE Trans. Signal Process., 2008

Covariance Matrix Estimation With Heterogeneous Samples.
IEEE Trans. Signal Process., 2008

An Affine Combination of Two LMS Adaptive Filters - Transient Mean-Square Analysis.
IEEE Trans. Signal Process., 2008

Stochastic Analysis of the LMS Algorithm for System Identification With Subspace Inputs.
IEEE Trans. Signal Process., 2008

Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions.
IEEE Trans. Image Process., 2008

The Adaptive Coherence Estimator is the Generalized Likelihood Ratio Test for a Class of Heterogeneous Environments.
IEEE Signal Process. Lett., 2008

Classification of Altimetric Signals using Linear Discriminant Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Bayesian Estimation of Altimeter Echo Parameters.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Classification of GMSK signals with different bandwidths.
Proceedings of the IEEE International Conference on Acoustics, 2008

Bayesian linear unmixing of hyperspectral images corrupted by colored Gaussian noise with unknown covariance matrix.
Proceedings of the IEEE International Conference on Acoustics, 2008

Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic.
Proceedings of the IEEE International Conference on Acoustics, 2008

On performance bounds for an affine combination of two LMS adaptive filters.
Proceedings of the IEEE International Conference on Acoustics, 2008

Classification of linear and nonlinear modulations using the Baum-Welch algorithm.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Cramér-Rao bounds for radar altimeter waveforms.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Session MA7: Adaptive filtering: Theory and applications.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

Detection of variance changes and mean value jumps in measurement noise for multipath mitigation in urban navigation.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

An affine combination of two NLMS adaptive filters - Transient mean-square analysis.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
A Particle Filtering Approach for Joint Detection/Estimation of Multipath Effects on GPS Measurements.
IEEE Trans. Signal Process., 2007

Joint Segmentation of Multivariate Astronomical Time Series: Bayesian Sampling With a Hierarchical Model.
IEEE Trans. Signal Process., 2007

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach.
IEEE Trans. Signal Process., 2007

Bivariate Gamma Distributions for Image Registration and Change Detection.
IEEE Trans. Image Process., 2007

Knowledge-Aided Bayesian Detection in Heterogeneous Environments.
IEEE Signal Process. Lett., 2007

Joint segmentation of wind speed and direction using a hierarchical model.
Comput. Stat. Data Anal., 2007

Multipath Estimation in the Global Positioning System for Multicorrelator Receivers.
Proceedings of the IEEE International Conference on Acoustics, 2007

Spectral Unmixing of Hyperspectral Images using a Hierarchical Bayesian Model.
Proceedings of the IEEE International Conference on Acoustics, 2007

Bivariate Gamma Distributions for Multisensor Sar Images.
Proceedings of the IEEE International Conference on Acoustics, 2007

Bayesian Estimation of Covariance Matrices in Non-Homogeneous Environments.
Proceedings of the IEEE International Conference on Acoustics, 2007

Analysis of LMS Algorithm Behavior with Subspace Inputs.
Proceedings of the IEEE International Conference on Acoustics, 2007

Fusion of GPS, INS and odometric data for automotive navigation.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Echo Cancellation - A Likelihood Ratio Test for Double-Talk Versus Channel Change.
IEEE Trans. Signal Process., 2006

Parameter Estimation for Multivariate Mixed Poisson Distributions.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Echo Cancellation - A Likelihood Ration Test for Double-Talk vs. Channel Change.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Digital modulation classification in flat-fading channels.
Proceedings of the 14th European Signal Processing Conference, 2006

Controlling particle filter regularization for GPS/INS hybridization.
Proceedings of the 14th European Signal Processing Conference, 2006

Joint segmentation of multivariate Poissonian time series. Application to burst and transient source experiments.
Proceedings of the 14th European Signal Processing Conference, 2006

A comparison of soft and hard decision-directed feedforward phase estimators.
Proceedings of the 14th European Signal Processing Conference, 2006

Parameter estimation for multivariate gamma distributions.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Singular random signals.
IEEE Trans. Signal Process., 2005

Joint detection/estimation of multipath effects for the Global Positioning System.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Subband decomposition using multichannel AR spectral estimation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Cramer-Rao lower bounds for change points in additive and multiplicative noise.
Signal Process., 2004

Group Size Estimation for Hybrid Satellite/Terrestrial Reliable Multicast.
Proceedings of the Broadband Satellite Comunication Systems and the Challenges of Mobility, 2004

Singular ARMA signals.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A Rao-Blackwellized particle filter for INS/GPS integration.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Detection performance for discrete test statistics. Application to low-flux imagery.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Optimal wavelet for abrupt change detection in multiplicative noise.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Nonlinear filtering approaches for INS/GPS integration.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Multivariate mixed poisson distributions.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Bayesian off-line detection of multiple change-points corrupted by multiplicative noise: application to SAR image edge detection.
Signal Process., 2003

Hierarchical Bayesian segmentation of signals corrupted by multiplicative noise.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Classification of chirp signals using hierarchical Bayesian learning and MCMC methods.
IEEE Trans. Signal Process., 2002

Parametric modeling of photometric signals.
Signal Process., 2002

Changepoint detection in multivariate Poisson distributions.
Proceedings of the IEEE International Conference on Acoustics, 2002

Changepoint detection using reversible jump MCMC methods.
Proceedings of the IEEE International Conference on Acoustics, 2002

Hierarchical Bayesian classification of chirp signals.
Proceedings of the IEEE International Conference on Acoustics, 2002

Bayesian change detection for multi-temporal SAR images.
Proceedings of the IEEE International Conference on Acoustics, 2002

Improved multiedge detection and reflectivity estimation for SAR images.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Erratum to: "Special Section on Markov Chain Monte Carlo (MCMC) Methods for Signal Processing" [Signal Processing 81 (1) (January 2001) 1-83].
Signal Process., 2001

Signal processing special issue on Markov Chain Monte Carlo (MCMC) methods for signal processing.
Signal Process., 2001

Classification of Digital Modulations Using MCMC Methods.
Monte Carlo Methods Appl., 2001

On-line model selection of nonstationary time series using Gerschgorin disks.
Proceedings of the IEEE International Conference on Acoustics, 2001

Classification of digital modulations by MCMC sampling.
Proceedings of the IEEE International Conference on Acoustics, 2001

Adaptive signal processing by particle filters and discounting of old measurements.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Detection of multiplicative noise in stationary random processes using second- and higher order statistics.
IEEE Trans. Signal Process., 2000

Time-scale analysis of abrupt changes corrupted by multiplicative noise.
Signal Process., 2000

Cramer-Rao lower bounds for abrupt change parameters in additive and multiplicative noise.
Proceedings of the IEEE International Conference on Acoustics, 2000

Supervised classification using MCMC methods.
Proceedings of the IEEE International Conference on Acoustics, 2000

Identification of nonlinear satellite mobile channels using Volterra filters.
Proceedings of the 10th European Signal Processing Conference, 2000

Statistical analysis of a parametric model for photometric signals.
Proceedings of the 10th European Signal Processing Conference, 2000

MAP and LS estimation of abrupt changes in multiplicative noise using dynamic programming.
Proceedings of the 10th European Signal Processing Conference, 2000

Power-law time-scale contrast for abrupt change detection in multiplicative noise.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Detection and classification of spectrally equivalent processes using higher order statistics.
IEEE Trans. Signal Process., 1999

Detection of extra solar planets using parametric modeling.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Multiple frequency estimation in additive and multiplicative colored noises.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Statistical properties of line spectrum pairs.
Signal Process., 1998

Detection and estimation of abrupt changes contaminated by multiplicative Gaussian noise.
Signal Process., 1998

Bayesian estimation of abrupt changes contaminated by multiplicative noise using MCMC.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Identification of bilinear systems using Bayesian inference.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Detection of spectrally equivalent parametric processes using higher order statistics.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

An HOS based statistical test for multiplicative noise detection.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Normality of a non-linear transformation of AR parameters: Application to reflection and cepstrum coefficients.
Signal Process., 1997

Off-line detection and estimation of abrupt changes corrupted by multiplicative colored Gaussian noise.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Spectral estimation of a Gaussian signal sampled with jitter.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
MA blind identification based on order statistics application to binary-driven systems.
Signal Process., 1996

Additive and multiplicative abrupt jump detection using the continuous wavelet transform.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Detection and classification of noisy AR and ARMA processes.
Proceedings of the 8th European Signal Processing Conference, 1996

Line spectrum pairs in pattern recognition.
Proceedings of the 8th European Signal Processing Conference, 1996

Performance of an optimal multiplicative jump detector based on the continuous wavelet transform.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
On the statistics of estimated reflection and cepstrum coefficients of an autoregressive process.
Signal Process., 1995

Statistical study of reflection coefficients derived from a random AR process.
Proceedings of the 1995 International Conference on Acoustics, 1995

1993
Contribution to the study of non-gaussian processes.
Signal Process., 1993


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