Christian Jutten
Orcid: 0000-0002-4477-4847Affiliations:
- Grenoble Institute of Technology, France
According to our database1,
Christian Jutten
authored at least 370 papers
between 1989 and 2023.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2008, "For contributions in source separation and independent component analysis".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
On csauthors.net:
Bibliography
2023
IEEE Signal Process. Mag., November, 2023
SPM Is Your Magazine - You Are Both Reader and Author: Contribute to IEEE Signal Processing Magazine [From the Editor].
IEEE Signal Process. Mag., September, 2023
IEEE Signal Processing Society 75th Anniversary During ICASSP 2023: Remembering the past, engaging with the present, and building the future [From the Editor].
IEEE Signal Process. Mag., July, 2023
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors].
IEEE Signal Process. Mag., July, 2023
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor].
IEEE Signal Process. Mag., June, 2023
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors].
IEEE Signal Process. Mag., June, 2023
IEEE Signal Process. Mag., May, 2023
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor].
IEEE Signal Process. Mag., May, 2023
IEEE Signal Process. Mag., May, 2023
Open and Reproducible Science: Desirable or Even Mandatory, But Not So Simple! [From the Editor].
IEEE Signal Process. Mag., March, 2023
IEEE Signal Process. Mag., 2023
Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria.
CoRR, 2023
2022
Scientific Integrity and Misconduct in Publications: Guidance from the IEEE Publishing Ethics Team [SP Forum].
IEEE Signal Process. Mag., 2022
IEEE Signal Process. Mag., 2022
Think About Making Your Signal Processing Projects Compatible With Sustainable Development [From the Editor].
IEEE Signal Process. Mag., 2022
IEEE Signal Process. Mag., 2022
IEEE Signal Process. Mag., 2022
IEEE Signal Process. Mag., 2022
Delve into Multiple Sclerosis (MS) lesion exploration: A modified attention U-Net for MS lesion segmentation in Brain MRI.
Comput. Biol. Medicine, 2022
2021
Geometric Multimodal Learning Based on Local Signal Expansion for Joint Diagonalization.
IEEE Trans. Signal Process., 2021
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection.
IEEE Trans. Geosci. Remote. Sens., 2021
Dimensionality Transcending: A Method for Merging BCI Datasets With Different Dimensionalities.
IEEE Trans. Biomed. Eng., 2021
IEEE Signal Process. Mag., 2021
IEEE Signal Process. Mag., 2021
IEEE Signal Process. Mag., 2021
IEEE Signal Process. Mag., 2021
Starting a Three-Year Journey With IEEE Signal Processing Magazine [From the Editor].
IEEE Signal Process. Mag., 2021
Forward-backward filtering and penalized least-Squares optimization: A Unified framework.
Signal Process., 2021
A graph representation based on fluid diffusion model for multimodal data analysis: theoretical aspects and enhanced community detection.
CoRR, 2021
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction.
CoRR, 2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
2020
Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry.
IEEE Trans. Image Process., 2020
Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction.
IEEE Trans. Biomed. Eng., 2020
Separation of static and dynamic sources in absence epileptic seizures using depth cortical measurements.
Signal Process., 2020
Spectral Unmixing: A Derivation of the Extended Linear Mixing Model From the Hapke Model.
IEEE Geosci. Remote. Sens. Lett., 2020
Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
A Novel Pruning Approach for Bagging Ensemble Regression Based on Sparse Representation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
IEEE Trans. Signal Process., 2019
Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms.
IEEE Trans. Image Process., 2019
IEEE Trans. Biomed. Eng., 2019
A second-order statistics method for blind source separation in post-nonlinear mixtures.
Signal Process., 2019
SIAM J. Matrix Anal. Appl., 2019
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
2018
IEEE Trans. Signal Process., 2018
Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2018
A Linear-Quadratic Model for the Quantification of a Mixture of Two Diluted Gases with a Single Metal Oxide Sensor.
Sensors, 2018
Comput. Methods Programs Biomed., 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018
Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable Cases.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic Decomposition.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
Using Taylor Series Expansions and Second-Order Statistics for Blind Source Separation in Post-Nonlinear Mixtures.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Supervised Bayesian Source Separation of Nonlinear Mixtures for Quantitative Analysis of Gas Mixtures.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation.
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
Relationships Between Nonlinear and Space-Variant Linear Models in Hyperspectral Image Unmixing.
IEEE Signal Process. Lett., 2017
IEEE Signal Process. Lett., 2017
Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Audiovisual Speech Separation Based on Independent Vector Analysis Using a Visual Voice Activity Detector.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Multimodal Approach to Remove Ocular Artifacts from EEG Signals Using Multiple Measurement Vectors.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Optimal Measurement Times for Observing a Brownian Motion over a Finite Period Using a Kalman Filter.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Proceedings of the From Vision to Reality, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
A closed-form unsupervised geometry-aware dimensionality reduction method in the Riemannian Manifold of SPD matrices.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
IEEE Trans. Signal Process., 2016
IEEE Trans. Image Process., 2016
IEEE Trans. Image Process., 2016
Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability.
IEEE Trans. Image Process., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Comput. Biol. Medicine, 2016
Blind source separation and feature extraction in concurrent control charts pattern recognition: Novel analyses and a comparison of different methods.
Comput. Ind. Eng., 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Joint analysis of multiple datasets by cross-cumulant tensor (block) diagonalization.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
An alternative proof for the identifiability of independent vector analysis using second order statistics.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Regularized low-coherence overcomplete dictionary learning for sparse signal decomposition.
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Nonlinear blind source separation for chemical sensor arrays based on a polynomial representation.
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
2015
Proc. IEEE, 2015
Blind hyperspectral unmixing using an extended linear mixing model to address spectral variability.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Real-time independent vector analysis with Student's t source prior for convolutive speech mixtures.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal Derivatives.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Theoretical Studies and Algorithms Regarding the Solution of Non-invertible Nonlinear Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
A blind source separation method for chemical sensor arrays based on a second order mixing model.
Proceedings of the 23rd European Signal Processing Conference, 2015
Multimodal approach to estimate the ocular movements during EEG recordings: A coupled tensor factorization method.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Single-trial classification of multi-user P300-based Brain-Computer Interface using riemannian geometry.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
From molecular model to sparse representation of chromatographic signals with an unknown number of peaks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
IEEE Trans. Signal Process., 2014
Non-Negative Blind Source Separation Algorithm Based on Minimum Aperture Simplicial Cone.
IEEE Trans. Signal Process., 2014
IEEE Trans. Signal Process., 2014
IEEE Signal Process. Mag., 2014
Signal Process., 2014
Corrigendum to "ISI sparse channel estimation based on SL0 and its application in ML sequence-by-sequence equalization" [Signal Processing 92 (2012) 1875-1885].
Signal Process., 2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
A study on clustering-based image denoising: From global clustering to local grouping.
Proceedings of the 22nd European Signal Processing Conference, 2014
K-LDA: An algorithm for learning jointly overcomplete and discriminative dictionaries.
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Modeling quasi-periodic signals by a non-parametric model: Application on fetal ECG extraction.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Reference-Based Source Separation Method For Identification of Brain Regions Involved in a Reference State From Intracerebral EEG.
IEEE Trans. Biomed. Eng., 2013
Fetal ECG Extraction by Extended State Kalman Filtering Based on Single-Channel Recordings.
IEEE Trans. Biomed. Eng., 2013
IEEE Signal Process. Lett., 2013
Unsupervised methods for the classification of hyperspectral images with low spatial resolution.
Pattern Recognit., 2013
Classification of covariance matrices using a Riemannian-based kernel for BCI applications.
Neurocomputing, 2013
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Video-informed approach for enhancing audio source separation through noise source suppression.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Fiducial points extraction and characteristicwaves detection in ECG signal using a model-based bayesian framework.
Proceedings of the IEEE International Conference on Acoustics, 2013
Sequential subspace finding: A new algorithm for learning low-dimensional linear subspaces.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG.
Proceedings of the 21st European Signal Processing Conference, 2013
Auxiliary function based iva using a source prior exploiting fourth order relationships.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the Computing in Cardiology, 2013
Fetal Electrocardiogram R-peak Detection using Robust Tensor Decomposition and Extended Kalman Filtering.
Proceedings of the Computing in Cardiology, 2013
Source Separation for Biomedical Signals: Blind or not Blind?.
Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013
2012
IEEE Trans. Signal Process., 2012
Blind Compensation of Nonlinear Distortions: Application to Source Separation of Post-Nonlinear Mixtures.
IEEE Trans. Signal Process., 2012
IEEE Trans. Biomed. Eng., 2012
ISI sparse channel estimation based on SL0 and its application in ML sequence-by-sequence equalization.
Signal Process., 2012
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction.
EURASIP J. Adv. Signal Process., 2012
Designing spatial filters based on neuroscience theories to improve error-related potential classification.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Closed-looping a P300 BCI using the ErrP.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012
Time Window Selection for Improving Error-related Potential Detection.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Nonparametric Modelling of ECG: Applications to Denoising and to Single Sensor Fetal ECG Extraction.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
How to use real-valued sparse recovery algorithms for complex-valued sparse recovery?
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Application of Dynamic Time Warping on Kalman Filtering Framework for Abnormal ECG Filtering.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
ECG denoising using angular velocity as a state and an observation in an Extended Kalman Filter framework.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Bayesian Source Separation of Linear and Linear-quadratic Mixtures Using Truncated Priors.
J. Signal Process. Syst., 2011
J. Signal Process. Syst., 2011
Corrections to "On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise" [Oct 10 5396-5400].
IEEE Trans. Signal Process., 2011
IEEE Trans. Inf. Theory, 2011
IEEE Trans. Geosci. Remote. Sens., 2011
IEEE Trans. Biomed. Eng., 2011
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution.
IEEE J. Sel. Top. Signal Process., 2011
Linear-quadratic blind source separating structure for removing show-through in scanned documents.
Int. J. Document Anal. Recognit., 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
2010
On the stable recovery of the sparsest overcomplete representations in presence of noise.
IEEE Trans. Signal Process., 2010
Traitement du Signal, 2010
IEEE Trans. Biomed. Eng., 2010
Blind Extraction of Smooth Signals Based on a Second-Order Frequency Identification Algorithm.
IEEE Signal Process. Lett., 2010
CoRR, 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
An entropy based method for activation detection of functional MRI data using Independent Component Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Adaptive and Non-adaptive ISI Sparse Channel Estimation Based on SL0 and Its Application in ML Sequence-by-Sequence Equalization.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
2009
IEEE Trans. Signal Process., 2009
A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed ell <sup>0</sup> Norm.
IEEE Trans. Signal Process., 2009
Sequential Blind Source Extraction For Quasi-Periodic Signals With Time-Varying Period.
IEEE Trans. Biomed. Eng., 2009
EURASIP J. Inf. Secur., 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Ion-Selective Electrode Array Based on a Bayesian Nonlinear Source Separation Method.
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Inflating compressed samples: A joint source-channel coding approach for noise-resistant compressed sensing.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
2008
IEEE Trans. Biomed. Eng., 2008
On the Cramér-Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis.
IEEE Signal Process. Lett., 2008
Estimating the mixing matrix in Sparse Component Analysis (SCA) based on partial k-dimensional subspace clustering.
Neurocomputing, 2008
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation.
Neurocomputing, 2008
CoRR, 2008
CoRR, 2008
Proceedings of the INTERSPEECH 2008, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Estimating the mixing matrix in Sparse Component Analysis (SCA) using EM algorithm and iterative Bayesian clustering.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
A nonlinear blind source separation solution for removing the show-through effect in the scanned documents.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Estimating the mixing matrix in underdetermined Sparse Component Analysis (SCA) using consecutive independent component analysis (ICA).
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
MR artifact reduction in the simultaneous acquisition of EEG and FMRI of epileptic patients.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
2007
IEEE Trans. Biomed. Eng., 2007
Log-Rayleigh Distribution: A Simple and Efficient Statistical Representation of Log-Spectral Coefficients.
IEEE Trans. Speech Audio Process., 2007
Mixing Audiovisual Speech Processing and Blind Source Separation for the Extraction of Speech Signals From Convolutive Mixtures.
IEEE Trans. Speech Audio Process., 2007
Visual voice activity detection as a help for speech source separation from convolutive mixtures.
Speech Commun., 2007
EURASIP J. Adv. Signal Process., 2007
Proceedings of the Computational and Ambient Intelligence, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Using a Visual Voice Activity Detector to Regularize the Permutations in Blind Separation of Convolutive Speech Mixtures.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Estimating the Mixing Matrix in Sparse Component Analysis Based on Converting a Multiple Dominant to a Single Dominant Problem.
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Two novel visual voice activity detectors based on appearance models and retinal filtering.
Proceedings of the 15th European Signal Processing Conference, 2007
Audiovisual speech source separation: a regularization method based on visual voice activity detection.
Proceedings of the Auditory-Visual Speech Processing 2007, 2007
Development and comparison of two approaches for visual speech analysis with application to voice activity detection.
Proceedings of the Auditory-Visual Speech Processing 2007, 2007
2006
IEEE Trans. Signal Process., 2006
Neurocomputing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
2005
Fast approximation of nonlinearities for improving inversion algorithms of PNL mixtures and Wiener systems.
Signal Process., 2005
A general approach for mutual information minimization and its application to blind source separation.
Signal Process., 2005
Criteria based on mutual information minimization for blind source separation in post nonlinear mixtures.
Signal Process., 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Solving the indeterminations of blind source separation of convolutive speech mixtures.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
A new method for estimating score function difference (SFD) and its application to Blind Source Separation.
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Mutual information and quadratic dependence for post nonlinear Blind Source Separation.
Proceedings of the 13th European Signal Processing Conference, 2005
2004
General conditions of stability in blind source separation models and score function selection.
Neurocomputing, 2004
Advances in blind source separation (BSS) and independent component analysis (ICA) for nonlinear mixtures.
Int. J. Neural Syst., 2004
Using audiovisual speech processing to improve the robustness of the separation of convolutive speech mixtures.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Sensor Array and Electrode Selection for Non-invasive Fetal Electrocardiogram Extraction by Independent Component Analysis.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
2003
IEEE Signal Process. Lett., 2003
Proceedings of the NNSP 2003, 2003
Neural Network Modeling of Ambulatory Systolic Blood Pressure for Hypertension Diagnosis.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Fetal electrocardiogram extraction based on non-stationary ICA and wavelet denoising.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
Proceedings of the AVSP 2003, 2003
2002
IEEE Trans. Neural Networks, 2002
Neurocomputing, 2002
Separation of Audio-Visual Speech Sources: A New Approach Exploiting the Audio-Visual Coherence of Speech Stimuli.
EURASIP J. Adv. Signal Process., 2002
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002
Audio-visual speech sources separation: a new approach exploiting the audio-visual coherence of speech stimuli.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Source separation in strong noisy mixtures: A study of wavelet de-noising pre-processing.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
2001
IEEE Trans. Signal Process., 2001
Signal Process., 2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
2000
Adaptive subspace algorithm for blind separation of independent sources in convolutive mixture.
IEEE Trans. Signal Process., 2000
Subspace estimation by hierarchical neural PCA: analog/digital implementation constraints.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Underwater acoustic signal separation based on prior estimation of the channel impulse response.
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Simultaneous Estimation of Signal and Noise in the Constructive Neural Networks.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998
1997
Signal Process., 1997
Proceedings of the Artificial Neural Networks, 1997
Proceedings of the Artificial Neural Networks, 1997
Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997
Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997
1996
Proceedings of the 8th European Signal Processing Conference, 1996
Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996
1995
IEEE Trans. Signal Process., 1995
Separation of sources: A geometry-based procedure for reconstruction of n-valued signals.
Signal Process., 1995
Proceedings of the From Natural to Artificial Neural Computation, 1995
Proceedings of the From Natural to Artificial Neural Computation, 1995
Proceedings of the 3rd European Symposium on Artificial Neural Networks, 1995
Proceedings of the 3rd European Symposium on Artificial Neural Networks, 1995
1994
Proceedings of the 2nd European Symposium on Artificial Neural Networks, 1994
1993
Proceedings of the New Trends in Neural Computation, 1993
1991
Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture.
Signal Process., 1991
Proceedings of the Artificial Neural Networks, 1991
1990
Simulation Machine and Integrated Implementation of Neural Networks: a Review of Methods, Problems and Realizations.
Proceedings of the Neural Networks, 1990
1989
IEEE Micro, 1989
Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989