Christian Jutten

Christian Jutten's AcademicInfluence.com Rankings

Christian Jutten

Engineering

#3242

World Rank

#4285

Historical Rank

Applied Physics

#556

World Rank

#576

Historical Rank

Electrical Engineering

#700

World Rank

#764

Historical Rank

engineering Degrees

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Engineering

Christian Jutten's Degrees

PhD Electrical Engineering Grenoble Institute of Technology
Masters Electrical Engineering Grenoble Institute of Technology
Bachelors Electrical Engineering Grenoble Institute of Technology

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Christian Jutten's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture (1991) (2760)
Handbook of Blind Source Separation: Independent Component Analysis and Applications (2010) (1634)
A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed $\ell ^{0}$ Norm (2008) (998)
OP-ELM: Optimally Pruned Extreme Learning Machine (2010) (752)
Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects (2015) (614)
Multiclass Brain–Computer Interface Classification by Riemannian Geometry (2012) (512)
A Nonlinear Bayesian Filtering Framework for ECG Denoising (2007) (504)
Source separation in post-nonlinear mixtures (1999) (472)
Space or time adaptive signal processing by neural network models (1987) (432)
Blind separation of sources, part II: Problems statement (1991) (423)
Classification of covariance matrices using a Riemannian-based kernel for BCI applications (2013) (319)
Hyperspectral Image Classification With Independent Component Discriminant Analysis (2011) (305)
Neural networks in geophysical applications (2000) (292)
Blind source separation for convolutive mixtures (1995) (283)
Separation of a mixture of independent sources through a maximum likelihood approach (1992) (247)
Detection de grandeurs primitives dans un message composite par une architecture de calcul neuromime (1985) (235)
Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis (2008) (188)
Transfer Learning: A Riemannian Geometry Framework With Applications to Brain–Computer Interfaces (2018) (176)
Advances in Nonlinear Blind Source Separation (2003) (169)
Riemannian Geometry Applied to BCI Classification (2010) (164)
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution (2011) (161)
Advances in blind source separation (BSS) and independent component analysis (ICA) for nonlinear mixtures (2004) (161)
Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals (2007) (159)
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation (2008) (157)
Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability (2015) (150)
On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics (2008) (149)
Fast Sparse Representation Based on Smoothed l0 Norm (2007) (120)
Fetal ECG Extraction by Extended State Kalman Filtering Based on Single-Channel Recordings (2013) (116)
Nonstationary Brain Source Separation for Multiclass Motor Imagery (2010) (115)
Sparse decomposition of two dimensional signals (2009) (113)
A robust sensor-selection method for P300 brain–computer interfaces (2011) (107)
Gal: Networks That Grow When They Learn and Shrink When They Forget (1991) (107)
Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating (2014) (103)
Fetal electrocardiogram extraction based on non-stationary ICA and wavelet denoising (2003) (103)
Touch increases autonomic coupling between romantic partners (2014) (101)
Riemannian Procrustes Analysis: Transfer Learning for Brain–Computer Interfaces (2019) (99)
Mixing Audiovisual Speech Processing and Blind Source Separation for the Extraction of Speech Signals From Convolutive Mixtures (2007) (95)
Filtering noisy ECG signals using the extended kalman filter based on a modified dynamic ECG model (2005) (94)
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction (2011) (89)
Separation of a class of convolutive mixtures: a contrast function approach (1999) (87)
Nonlinear source separation: the post-nonlinear mixtures (1997) (87)
Three easy ways for separating nonlinear mixtures? (2004) (86)
Dictionary Learning for Sparse Representation: A Novel Approach (2013) (86)
Fourth-order criteria for blind sources separation (1995) (81)
An Iterative Bayesian Algorithm for Sparse Component Analysis in Presence of Noise (2009) (78)
Quasi-nonparametric blind inversion of Wiener systems (2001) (78)
A general approach for mutual information minimization and its application to blind source separation (2005) (73)
" Brain Invaders": a prototype of an open-source P300-based video game working with the OpenViBE platform (2011) (73)
Estimating the mixing matrix in Sparse Component Analysis (SCA) based on partial k-dimensional subspace clustering (2008) (71)
A Methodology for Building Regression Models using Extreme Learning Machine: OP-ELM (2008) (71)
Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images (2015) (68)
A Deflation Procedure for Subspace Decomposition (2010) (68)
An Analysis of Visual Speech Information Applied to Voice Activity Detection (2006) (67)
Separation of sources: A geometry-based procedure for reconstruction of n-valued signals (1995) (65)
Common Spatial Pattern revisited by Riemannian geometry (2010) (63)
What ICA Provides for ECG Processing: Application to Noninvasive Fetal ECG Extraction (2006) (62)
Unsupervised methods for the classification of hyperspectral images with low spatial resolution (2013) (61)
The Polish Academy of Sciences (1961) (60)
Separation of Audio-Visual Speech Sources: A New Approach Exploiting the Audio-Visual Coherence of Speech Stimuli (2002) (58)
Model-based Bayesian filtering of cardiac contaminants from biomedical recordings (2008) (58)
A geometric approach for separating post non-linear mixtures (2002) (57)
Filtering Electrocardiogram Signals Using the Extended Kalman Filter (2005) (57)
Complex-valued sparse representation based on smoothed ℓ0 norm (2008) (56)
Markovian source separation (2003) (55)
Spectral Variability in Hyperspectral Data Unmixing: A comprehensive review (2020) (54)
Adaptive subspace algorithm for blind separation of independent sources in convolutive mixture (2000) (53)
Log-Rayleigh Distribution: A Simple and Efficient Statistical Representation of Log-Spectral Coefficients (2007) (52)
Robust-SL0 for stable sparse representation in noisy settings (2009) (51)
A direct solution for blind separation of sources (1996) (51)
Identifiability of post-nonlinear mixtures (2005) (51)
Visual voice activity detection as a help for speech source separation from convolutive mixtures (2007) (50)
Differential of the mutual information (2004) (50)
BLIND SEPARATING CONVOLUTIVE POST NON-LINEAR MIXTURES (2001) (49)
What should we say about the kurtosis? (1999) (49)
Enhanced learning for evolutive neural architectures (1995) (48)
Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function (2013) (48)
Developing an audio-visual speech source separation algorithm (2004) (48)
Sparse ICA via cluster-wise PCA (2006) (47)
Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms (2018) (46)
A Bayesian Nonlinear Source Separation Method for Smart Ion-Selective Electrode Arrays (2009) (46)
Entropy Optimization - Application to Blind Source Separation (1997) (45)
Bayesian Pursuit algorithm for sparse representation (2009) (45)
Two novel visual voice activity detectors based on appearance models and retinal filtering (2007) (43)
On the use of ICA for hyperspectral image analysis (2009) (43)
Non-local mind from the perspective of social cognition (2012) (43)
Sequential Blind Source Extraction For Quasi-Periodic Signals With Time-Varying Period (2009) (43)
On underdetermined source separation (1999) (42)
On the Achievability of Cramér–Rao Bound in Noisy Compressed Sensing (2010) (41)
Analog VLSI synaptic matrices as building blocks for neural networks (1989) (41)
QUADRATIC DEPENDENCE MEASURE FOR NONLINEAR BLIND SOURCES SEPARATION (2003) (40)
Linear-quadratic blind source separating structure for removing show-through in scanned documents (2011) (39)
A study of lip movements during spontaneous dialog and its application to voice activity detection. (2009) (38)
Challenges in multimodal data fusion (2014) (37)
On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise (2010) (37)
Sensor Array and Electrode Selection for Non-invasive Fetal Electrocardiogram Extraction by Independent Component Analysis (2004) (36)
A Geometrical algorithm for blind separation of sources (1995) (35)
ECG segmentation and fiducial point extraction using multi hidden Markov model (2016) (35)
On the separability of nonlinear mixtures of temporally correlated sources (2003) (35)
Separating Convolutive Mixtures by Mutual Information Minimization (2001) (33)
Single-trial classification of multi-user P300-based Brain-Computer Interface using riemannian geometry (2015) (31)
Independent components analysis versus principal components analysis (1988) (31)
Subspace method for blind separation of sources and for a convolutive mixture model (1996) (31)
Parametric approach to blind deconvolution of nonlinear channels (2002) (31)
Source separation in post nonlinear mixtures: an entropy-based algorithm (1998) (31)
Joint Independent Subspace Analysis Using Second-Order Statistics (2016) (31)
ECG denoising and fiducial point extraction using an extended Kalman filtering framework with linear and nonlinear phase observations (2016) (31)
SWM : a class of convex contrasts for source separation (2005) (30)
SRF: Matrix completion based on smoothed rank function (2011) (29)
Sparse Recovery using Smoothed ℓ0 (SL0): Convergence Analysis (2010) (29)
BLIND SOURCE SEPARATION IN POST NONLINEAR MIXTURES (2001) (28)
Directed Differential Connectivity Graph of Interictal Epileptiform Discharges (2011) (28)
A nonlinear blind source separation solution for removing the show-through effect in the scanned documents (2008) (28)
Sparse Recovery using Smoothed $\ell^0$ (SL0): Convergence Analysis (2010) (27)
Blind source separation of underdetermined mixtures of event-related sources (2014) (27)
Frequency-domain blind deconvolution based on mutual information rate (2006) (26)
Variability of the endmembers in spectral unmixing: Recent advances (2016) (26)
Multimodal approach to estimate the ocular movements during EEG recordings: A coupled tensor factorization method (2015) (26)
Application of Blind Source Separation Methods to Ion-Selective Electrode Arrays in Flow-Injection Analysis (2014) (26)
Using Non-Negative Matrix Factorization for Removing Show-Through (2010) (26)
Source Separation in Chemical Analysis : Recent achievements and perspectives (2014) (26)
Blind source separation and feature extraction in concurrent control charts pattern recognition: Novel analyses and a comparison of different methods (2016) (25)
Source separation based processing for integrated Hall sensor arrays (2002) (24)
Non-Negative Blind Source Separation Algorithm Based on Minimum Aperture Simplicial Cone (2014) (24)
A Geometric Approach for Separating Several Speech Signals (2004) (24)
Parametric dictionary learning using steepest descent (2010) (23)
ISFET Source Separation: Foundations and Techniques (2006) (23)
Improving algorithm speed in PNL mixture separation and Wiener system inversion (2003) (23)
Criteria based on mutual information minimization for blind source separation in post nonlinear mixtures (2005) (23)
Source separation in strong noisy mixtures: A study of wavelet de-noising pre-processing (2002) (23)
Fetal electrocardiogram R-peak detection using robust tensor decomposition and extended Kalman filtering (2013) (23)
Abdominal electrodes analysis by statistical processing for fetal eletrocardiogram extraction (2004) (22)
Improving semiconductor-based chemical sensor arrays using advanced algorithms for blind source separation (2004) (22)
Fast Sparse Representation based on Smoothed � (2006) (21)
A Fast Method for Sparse Component Analysis Based on Iterative Detection‐Estimation (2006) (21)
Fast Block-Sparse Decomposition Based on SL0 (2010) (21)
Sparse Signal Recovery Using Iterative Proximal Projection (2018) (21)
Bayesian Source Separation of Linear and Linear-quadratic Mixtures Using Truncated Priors (2011) (21)
Blind Compensation of Nonlinear Distortions: Application to Source Separation of Post-Nonlinear Mixtures (2012) (21)
BCI Signal Classification using a Riemannian-based kernel (2012) (20)
Wavelet denoising for highly noisy source separation (2002) (20)
Fast approximation of nonlinearities for improving inversion algorithms of PNL mixtures and Wiener systems (2005) (20)
TELMA : Telephony for the Hearing-Impaired People. From Models to User Tests (2007) (19)
ECG denoising using angular velocity as a state and an observation in an Extended Kalman Filter framework (2012) (19)
Blind Source Separation in Nonlinear Mixtures: Separability and a Basic Algorithm (2017) (19)
Blind separation of sources : a comparative study of a 2-nd and a 4-th order solution (1994) (19)
Solving the indeterminations of blind source separation of convolutive speech mixtures (2005) (18)
Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry (2019) (18)
Reliable Steganalysis Using a Minimum Set of Samples and Features (2009) (18)
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images (2010) (18)
Wavelet De-noising for Blind Source Separation in Noisy Mixtures (2004) (18)
Compressed sensing Block MAP-LMS adaptive filter for sparse channel estimation and a Bayesian Cramer-Rao bound (2009) (18)
Subspace method for blind separation of sources in convolutive mixture (1996) (17)
Blind source separation of convolutive mixtures by maximization of fourth-order cumulants: the non i.i.d. case (1998) (17)
Image Denoising Using Sparse Representations (2009) (17)
Separation of Sparse Signals in Overdetermined Linear-Quadratic Mixtures (2012) (17)
ECG fiducial points extraction by extended Kalman filtering (2013) (16)
Suboptimal sensor subset evaluation in a P300 brain-computer interface (2010) (16)
Fiducial points extraction and characteristicwaves detection in ECG signal using a model-based bayesian framework (2013) (16)
Adaptive Optimization of Neural Algorithms (1991) (16)
Fisher Information in Source Separation Problems (2004) (16)
How to use real-valued sparse recovery algorithms for complex-valued sparse recovery? (2012) (16)
Improving independent component analysis performances by variable selection (2003) (16)
Kurtosis: Definition and Properties (1998) (15)
A Linear-Quadratic Model for the Quantification of a Mixture of Two Diluted Gases with a Single Metal Oxide Sensor (2018) (15)
A Sparsity-Based Method for Blind Compensation of a Memoryless Nonlinear Distortion: Application to Ion-Selective Electrodes (2015) (15)
Spectral Unmixing: A Derivation of the Extended Linear Mixing Model From the Hapke Model (2019) (15)
Two multimodal approaches for single microphone source separation (2016) (15)
ECG Fiducial Point Extraction Using Switching Kalman Filter (2018) (15)
Decoding real-field codes by an iterative Expectation-Maximization (EM) algorithm (2008) (15)
Blind Extraction of Smooth Signals Based on a Second-Order Frequency Identification Algorithm (2010) (15)
Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices (2016) (14)
A second-order statistics method for blind source separation in post-nonlinear mixtures (2019) (14)
Topographical Dynamics of Brain Connections for the Design of Asynchronous Brain-Computer Interfaces (2007) (14)
Joint Independent Subspace Analysis: A Quasi-Newton Algorithm (2015) (14)
Source Estimation in Noisy Sparse Component Analysis (2007) (14)
Design of Smart Ion-Selective Electrode Arrays Based on Source Separation through Nonlinear Independent Component Analysis (2014) (14)
Blind Source Separation of a Class of Nonlinear Mixtures (2007) (14)
Fetal ECG extraction from a single sensor by a non-parametric modeling (2012) (14)
A Brain-Switch using Riemannian Geometry (2011) (14)
Hyperspectral unmixing with material variability using social sparsity (2016) (13)
Outlier-aware dictionary learning for sparse representation (2014) (13)
Bayesian versus constrained structure approaches for source separation in post-nonlinear mixtures (2004) (13)
Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization (2010) (13)
Advantages of Using Feature Selection Techniques on Steganalysis Schemes (2007) (13)
Non-stationary brain source separation for multi-class motor imagery (2010) (13)
Relationships Between Nonlinear and Space-Variant Linear Models in Hyperspectral Image Unmixing (2017) (13)
A Dataset for the Design of Smart Ion-Selective Electrode Arrays for Quantitative Analysis (2010) (13)
Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs (2010) (13)
Neural Network Based Processing for Smart Sensors Arrays (1997) (13)
Independent Component Discriminant Analysis for hyperspectral image classification (2010) (12)
Neural Bayesian Classifier (1993) (12)
Blind source separation of discrete finite alphabet sources using a single mixture (2011) (12)
MR artifact reduction in the simultaneous acquisition of EEG and FMRI of epileptic patients (2008) (12)
Simplicial Cone Shrinking Algorithm for Unmixing Nonnegative Sources (2012) (12)
Comparison of five directed graph measures for identification of leading interictal epileptic regions (2010) (12)
Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria (2006) (12)
Hyperspectral Local Intrinsic Dimensionality (2016) (12)
Semi-Blind Approaches for Source Separation and Independent component Analysis (2006) (12)
On the Cramér-Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis (2008) (11)
Sparse blind deconvolution based on scale invariant smoothed ℓ0-norm (2014) (11)
Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation (2017) (11)
Blind Inversion of Wiener System using a minimization-projection (MP) approach (2003) (11)
Dimensionality Reduction for BCI Classification using Riemannian Geometry (2017) (11)
SOURCE SEPARATION : PRINCIPLES , CURRENT ADVANCES AND APPLICATIONS (2006) (11)
Real-time independent vector analysis with Student's t source prior for convolutive speech mixtures (2015) (11)
Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings (2009) (11)
Nonparametric Modelling of ECG: Applications to Denoising and to Single Sensor Fetal ECG Extraction (2012) (11)
Sparsity Or Whiteness : What Criterion to Use For Blind Deconvolution of Seismic Data? (2005) (11)
Blind Source Separation by Adaptive Estimation of Score Function Difference (2004) (11)
Multi-channel electrocardiogram denoising using a Bayesian filtering framework (2006) (11)
Ion-Selective Electrode Array Based on a Bayesian Nonlinear Source Separation Method (2009) (11)
MINIMIZATION-PROJECTION (MP) APPROACH FOR BLIND SOURCE SEPARATION IN DIFFERENT MIXING MODELS (2003) (11)
A Mutual Information Minimization Approach for a Class of Nonlinear Recurrent Separating Systems (2007) (11)
Blind separation of bilinear mixtures using mutual information minimization (2009) (11)
Fetal QRS complex detection based on three-way tensor decomposition (2013) (11)
Analog implementation of a permanent unsupervised learning algorithm (1989) (11)
Multivariate Time-Series Analysis Via Manifold Learning (2018) (11)
Using a Visual Voice Activity Detector to Regularize the Permutations in Blind Separation of Convolutive Speech Mixtures (2007) (11)
Joint blind source separation of multidimensional components: Model and algorithm (2014) (11)
Blind Inversion of Wiener Systems (1999) (10)
Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images (2012) (10)
ISI sparse channel estimation based on SL0 and its application in ML sequence-by-sequence equalization (2010) (10)
ECG denoising and compression by sparse 2D separable transform with overcomplete mixed dictionaries (2009) (10)
On the Error of Estimating the Sparsest Solution of Underdetermined Linear Systems (2011) (10)
Characterizing absence epileptic seizures from depth cortical measurements (2017) (9)
Estimating the mixing matrix in underdetermined Sparse Component Analysis (SCA) using consecutive independent component analysis (ICA) (2008) (9)
Source Separation and Applications [From the Guest Editors] (2014) (9)
Analytical Solution of the Blind Source Separation Problem Using Derivatives (2004) (9)
A blind source separation method for chemical sensor arrays based on a second order mixing model (2015) (9)
Delve into Multiple Sclerosis (MS) lesion exploration: A modified attention U-Net for MS lesion segmentation in Brain MRI (2022) (9)
High Performance Magnetic Field Smart Sensor Arrays with Source Separation (1998) (9)
Incremental neural networks for function approximation (1997) (9)
Approximate Sparse Decomposition Based on Smoothed L0-Norm (2008) (9)
Joint Decompositions with Flexible Couplings (2015) (9)
A simple cost function for instantaneous and convolutive sources separation (1995) (9)
An alternative proof for the identifiability of independent vector analysis using second order statistics (2016) (9)
K-LDA: An algorithm for learning jointly overcomplete and discriminative dictionaries (2014) (9)
Forward-backward filtering and penalized least-Squares optimization: A Unified framework (2021) (9)
Unsupervised classification and spectral unmixing for sub-pixel labelling (2011) (9)
Nonlinear blind source separation for sparse sources (2016) (9)
A new scheme for incremental learning (2006) (9)
Multi-Class Independent Common Spatial Patterns: Exploiting Energy Variations of Brain Sources (2008) (9)
A closed-form unsupervised geometry-aware dimensionality reduction method in the Riemannian Manifold of SPD matrices (2017) (9)
Reference-Based Source Separation Method For Identification of Brain Regions Involved in a Reference State From Intracerebral EEG (2013) (9)
Model-based source separation for multi-class motor imagery (2008) (8)
"Brain Invaders 2" : an open source Plug & Play multi-user BCI videogame (2016) (8)
Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction (2020) (8)
Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal Derivatives (2015) (8)
Bayesian source separation of linear-quadratic and linear mixtures through a MCMC method (2009) (8)
A minimization-projection (MP) approach for blind separating convolutive mixtures (2004) (8)
Blind Source Separation of Overdetermined Linear-Quadratic Mixtures (2010) (8)
Estimating the Mixing Matrix in Sparse Component Analysis Based on Converting a Multiple Dominant to a Single Dominant Problem (2007) (8)
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection (2021) (8)
Extracting relevant features of steganographic schemes by feature selection techniques (2007) (8)
Combining sigmoids and radial basis functions in evolutive neural architectures (1996) (8)
An overview of signal processing issues in chemical sensing (2013) (8)
Twave alternans detection in ecg using Extended Kalman Filter and dualrate EKF (2014) (8)
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity (2017) (8)
Sparse Component Analysis in Presence of Noise Using an Iterative EM-MAP Algorithm (2007) (8)
Blind extraction of sparse components based on ℓ0-norm minimization (2011) (8)
Non-linear ICA by Using Isometric Dimensionality Reduction (2004) (8)
Bayesian Cramér-Rao Bound for Noisy Non-Blind and Blind Compressed Sensing (2010) (8)
Directed epileptic network from scalp and intracranial EEG of epileptic patients (2009) (7)
Source separation techniques applied to linear prediction (2000) (7)
Joint Independent Subspace Analysis: Uniqueness and Identifiability (2019) (7)
A robust ellipse fitting algorithm based on sparsity of outliers (2017) (7)
How to Apply ICA on Actual Data ? Example of Mars Hyperspectral Image Analysis (2007) (7)
IN. C. A. : An independenct components analyser based on an adaptive neuromimetic network (1988) (7)
An Introduction to EEG Source Analysis with an Illustration of a Study on Error-Related Potentials (2014) (7)
An Alternating Minimization Method for Sparse Channel Estimation (2010) (7)
The Riemannian Minimum Distance to means field Classifier (2019) (7)
Incremental Learning with a Stopping Criterion - Experimental Results (1995) (7)
Modeling quasi-periodic signals by a non-parametric model: Application on fetal ECG extraction (2014) (7)
Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG (2013) (7)
Simulation Machine and Integrated Implementation of Neural Networks: a Review of Methods, Problems and Realizations (1990) (7)
BLIND SEPARATION OF TEMPORALLY CORRELATED SOURCES USING A QUASI MAXIMUM LIKELIHOOD APPROACH (2001) (7)
Information–Estimation Relationship in Mismatched Gaussian Channels (2017) (7)
Inflating compressed samples: A joint source-channel coding approach for noise-resistant compressed sensing (2009) (7)
Impact of noise correlation on multimodality (2016) (7)
Blind compensation of nonlinear distortions via sparsity recovery (2012) (6)
Markovian Blind Image Separation (2006) (6)
Dynamical analysis of brain seizure activity from EEG signals (2014) (6)
Nonlinear Blind Parameter Estimation (2008) (6)
Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression (2017) (6)
A nonlinear source separation approach for the Nicolsky-Eisenman model (2008) (6)
Overview of source separation applications (2010) (6)
Improved smoothness priors using bilinear transform (2020) (6)
Speech extraction based on ICA and audio-visual coherence (2003) (6)
Stability study for source separation in convolutive mixtures of two sources (1997) (6)
Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry (2016) (6)
Dimensionality Transcending: A Method for Merging BCI Datasets With Different Dimensionalities (2020) (6)
Application of Dynamic Time Warping on Kalman Filtering Framework for Abnormal ECG Filtering (2012) (6)
USING MULTIVARIATE SCORE FUNCTIONS IN SOURCE SEPARATION: APPLICATION TO POST NON-LINEAR MIXTURES (2002) (6)
An adaptive thresholding approach for image denoising using redundant representations (2009) (6)
Estimating the mixing matrix in Sparse Component Analysis (SCA) based on multidimensional subspace clustering (2007) (6)
Separation de sources (2000) (6)
Supervised composite networks (1997) (6)
Dictionary learning for sparse decomposition: A new criterion and algorithm (2013) (6)
A comparison of two weight pruning methods (1994) (6)
A Generalization to Schur's Lemma with an Application to Joint Independent Subspace Analysis (2016) (6)
Beyond 2D for Brain-Computer interfaces: Two 3D extensions of the P300-Speller (2014) (6)
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction (2021) (6)
A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures (2017) (6)
Learning in Evolutive Neural Architectures: An Ill-Posed Problem? (1995) (6)
A new algorithm for training sparse autoencoders (2017) (6)
Markovian Source Separation in Post-nonlinear Mixtures (2004) (5)
Chapter 14 – Nonlinear mixtures (2010) (5)
Maximum likelihood neural approximation in presence of additive colored noise (2002) (5)
Recurrent Source Separation Structures as Iterative Methods for Solving Nonlinear Equation Systems (2012) (5)
Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering (2015) (5)
Source separation techniques applied to speech linear prediction (2000) (5)
Learning overcomplete dictionaries based on parallel atom-updating (2013) (5)
Image Coding and Compression with Sparse 3D Discrete Cosine Transform (2009) (5)
Variability of the endmembers in spectral unmixing (2020) (5)
Identification of brain regions involved in epilepsy using common spatial pattern (2011) (5)
HYPER-I-NET: European research network on hyperspectral imaging (2007) (5)
Underwater acoustic signal separation based on prior estimation of the channel impulse response (2000) (5)
Sparse representation-based ECG signal enhancement and QRS detection (2016) (5)
Joint analysis of multiple datasets by cross-cumulant tensor (block) diagonalization (2016) (5)
Using audiovisual speech processing to improve the robustness of the separation of convolutive speech mixtures (2004) (5)
Band-Stop Smoothing Filter Design (2021) (5)
A new approach in decomposition over multiple-overcomplete dictionaries with application to image inpainting (2009) (5)
Using Taylor Series Expansions and Second-Order Statistics for Blind Source Separation in Post-Nonlinear Mixtures (2018) (5)
Neural Network Modeling of Ambulatory Systolic Blood Pressure for Hypertension Diagnosis (2009) (5)
Estimation of the source number using array discrete wavelet transform (2002) (5)
Sparse differential connectivity graph of scalp EEG for epileptic patients (2009) (5)
Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings (2009) (5)
Error correction via smoothed L0-norm recovery (2011) (5)
A study on clustering-based image denoising: From global clustering to local grouping (2014) (5)
Technical Report on Separation Methods for Nonlinear Mixtures (2003) (4)
Riemannian Online Algorithms for Estimating Mixture Model Parameters (2017) (4)
Multimodal Kalman filtering (2016) (4)
A frequency method for blind separation of an anechoic mixture (2014) (4)
Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures (2017) (4)
Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics (2009) (4)
Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS) (2006) (4)
A new algorithm for learning overcomplete dictionaries (2013) (4)
DWINA: Depth and Width Incremental Neural Algorithm (1996) (4)
Filtering Noisy ECG Signals Using the Extended Kalman Filter Based on a Dynamic ECG Model (2005) (4)
Sensor array for fetal ECG. part 2 : Sensor selections (2005) (4)
Optimal Measurement Times for Observing a Brownian Motion over a Finite Period Using a Kalman Filter (2017) (4)
Supervised super-resolution to improve the resolution of hyperspectral images classification maps (2010) (4)
Joint Low Mutual and Average Coherence Dictionary Learning (2018) (4)
Sequential subspace finding: A new algorithm for learning low-dimensional linear subspaces (2013) (4)
Weight Freezing in Constructive Neural Networks: A Novel Approach (1999) (4)
The Physical Meaning of Independent Components and Artifact Removal of Hyperspectral Data from Mars using ICA (2006) (4)
Multimodal Approach to Remove Ocular Artifacts from EEG Signals Using Multiple Measurement Vectors (2017) (4)
A Bayesian Blind Source Separation Method for a Linear-quadratic Model (2018) (4)
Quasi-optimal EASI algorithm based on the Score Function Difference (SFD) (2006) (4)
Further experiments on audio-visual speech source separation (2003) (4)
Integrated Analysis of EEG and fMRI Using Sparsity of Spatial Maps (2016) (4)
Optimal Measurement Times for a Small Number of Measures of a Brownian Motion over a Finite Period (2019) (3)
Development and comparison of two approaches for visual speech analysis with application to voice activity detection (2007) (3)
Schur's Lemma for Coupled Reducibility and Coupled Normality (2018) (3)
Blind source separation processing for intelligent sensor microsystems (1999) (3)
CorrIndex: A permutation invariant performance index (2022) (3)
3-D Interface for the P300 Speller BCI (2020) (3)
Mining the bilinear structure of data with approximate joint diagonalization (2016) (3)
Mars Hyperspectral Data Processing using ICA and Bayesian Positive Source Separation (2006) (3)
Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable Cases (2018) (3)
A first step to convolutive sparse representation (2008) (3)
General conditions of stability in blind source separation models and score function selection (2004) (3)
Dual-temperature mode for quantitative analysis of gas mixtures with MOX sensor (2017) (3)
Blind Frequency Deconvolution : A New Approach Using Mutual Information Rate (2004) (3)
A Novel Pruning Approach for Bagging Ensemble Regression Based on Sparse Representation (2020) (3)
Maximum likelihood separation of spatially autocorrelated images using a Markov model (2006) (3)
A new approach for sparse decomposition and sparse source separation (2006) (3)
Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation (2009) (3)
Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation (2020) (3)
Static and Dynamic Modeling of Absence Epileptic Seizures Using Depth Recordings (2018) (3)
Gradient-Based Algorithm with Spatial Regularization for Optimal Sensor Placement (2020) (3)
Supervised Bayesian Source Separation of Nonlinear Mixtures for Quantitative Analysis of Gas Mixtures (2018) (3)
Sparse Decomposition over non-full-rank dictionaries (2009) (3)
Geometric Multimodal Learning Based on Local Signal Expansion for Joint Diagonalization (2021) (3)
Blind Extraction of Intermittent Sources (2010) (3)
A New Algorithm for Dictionary Learning Based on Convex Approximation (2019) (2)
Recovery guarantees for mixed norm ℓp1, p2 block sparse representations (2016) (2)
A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic Decomposition (2018) (2)
Connectivity analysis of EEG recordings for Epileptic patients (2008) (2)
"When does it work ?" : An exploratory analysis of Transfer Learning for BCI (2019) (2)
Comparison of ECG fiducial point extraction methods based on dynamic Bayesian network (2017) (2)
Regularized Gradient algorithm for Non-Negative Independent Component Analysis (2011) (2)
Designing spatial filters based on neuroscience theories to improve error-related potential classification (2012) (2)
A new method for estimating score function difference (SFD) and its application to Blind Source Separation (2005) (2)
Visual Based Reference for Enhanced Audio-Video Source Extraction (2012) (2)
Pruning kernel density estimators (1995) (2)
Separation of speech sources in under-determined case using SCA and time-frequency methods (2008) (2)
Accelerated Dictionary Learning for Sparse Signal Representation (2017) (2)
Regularized low-coherence overcomplete dictionary learning for sparse signal decomposition (2016) (2)
ICA by mutual information minimization: An approach for avoiding local minima (2005) (2)
An upper bound on the estimation error of the sparsest solution of underdetermined linear systems (2009) (2)
Optimal Sensor Placement for Signal Extraction (2019) (2)
Multimodal Data Fusion [Scanning the Issue] (2015) (2)
Dictionary Learning for Sparse Decomposition: A Novel Approach (2013) (2)
Special Issue on Machine Learning for Signal Processing (2011) (2)
Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separation (2017) (2)
Audiovisual speech source separation: a regularization method based on visual voice activity detection (2007) (2)
The error-related potential and BCIs (2012) (2)
From molecular model to sparse representation of chromatographic signals with an unknown number of peaks (2015) (2)
From hardware to software : designing a "Neurostation" (1991) (2)
Nonlinear blind source separation for chemical sensor arrays based on a polynomial representation (2016) (2)
Hyperspectral Image Classification With Independent (2011) (1)
Signal analysis of NEMS sensors at the output of a chromatography column (2014) (1)
On the relevance of independent components (2006) (1)
Robust Sensor Placement for Signal Extraction (2020) (1)
Acceptability conditions for blind source separation problems (2003) (1)
Mutual information and quadratic dependence for post nonlinear Blind Source Separation (2005) (1)
A Quadratic Divergence-Based Independence Measure Applied to Linear-Quadratic Mixtures (2016) (1)
Sensor array for fetal ECG. part 1 : Simulations. (2005) (1)
LOSoft: ℓ0 Minimization via Soft Thresholding (2019) (1)
Correction to “Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images” [Jul 16 3219-3232] (2016) (1)
Fast Sparse Decomposition by Iterative Detection-Estimation (2010) (1)
A graph representation based on fluid diffusion model for multimodal data analysis: theoretical aspects and enhanced community detection (2021) (1)
Identification of fetal auditory evoked cortical responses using a denoising method based on periodic component analysis (2009) (1)
Une méthodologie pour la Sélection de Variables pour la Stéganalyse A Feature Selection Methodology for Steganalysis (2009) (1)
Simultaneous Estimation of Signal and Noise in the Constructive Neural Networks (1998) (1)
Post-nonlinear mixtures and beyond (2004) (1)
Improving neural network estimation in presence of non i.i.d. noise (1998) (1)
Audiovisual Speech Separation Based on Independent Vector Analysis Using a Visual Voice Activity Detector (2017) (1)
On Blind Methods in Signal Processing (2002) (1)
A Hypothesis Testing Approach to Nonstationary Source Separation (2021) (1)
A New Algorithm for Multimodal Soft Coupling (2017) (1)
Text Mining with Constrained Tensor Decomposition (2019) (1)
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction (2012) (1)
Extracting an AV speech source from a mixture of signals (2003) (1)
Time Window Selection for Improving Error-related Potential Detection (2012) (1)
A novel blind source separation method based on monotonic functions and its application to ion-selective electrode arrays (2017) (1)
Bayesian Hypothesis Testing for Sparse Representation (2010) (1)
A MAP-Based Order Estimation Procedure for Sparse Channel Estimation (2015) (1)
Search for Latent Variables ICA, Tensors, and NMF (2015) (1)
A Geometric Approach for Separating Several Signals (2004) (1)
Subspace estimation by hierarchical neural PCA: analog/digital implementation constraints (2000) (1)
Multiclass Brain-Computer Interface Classication (2012) (1)
Corrections to "On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise" [Oct 10 5396-5400] (2011) (1)
Closed-looping a P300 BCI using the ErrP (2012) (1)
A projected gradient-based algorithm to unmix hyperspectral data (2012) (1)
An entropy based method for activation detection of functional MRI data using Independent Component Analysis (2010) (1)
Invited paper: Pruning methods: a review (1995) (1)
Semi-blind source separation (2006) (1)
A model observer based on human perception to quantify the detectability (2014) (1)
Auxiliary function based iva using a source prior exploiting fourth order relationships (2013) (1)
A Modular and Expandable Analog Integrated Neural Network (1990) (0)
A Gradient based algorithm for blind inversion of Wiener System using multi-variate score functions (2003) (0)
Open and Reproducible Science: Desirable or Even Mandatory, But Not So Simple! [From the Editor] (2023) (0)
Nonlinear Mixtures (Chapter 14) (2010) (0)
A New Trend in Optimization on Multi Overcomplete Dictionary toward Inpainting (2008) (0)
Source Separation for Chemical Sensing (2013) (0)
Sparse Channel Estimation by Factor Graphs (2013) (0)
Integrated Analysis of EEG and fMRI Using Sparsity of Spatial Maps (2016) (0)
On the Suppression of Noise from a Fast Moving Acoustic Source Using Multimodality (2015) (0)
Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning (2020) (0)
Tensor and Coupled Decompositions in Block Terms: Uniqueness and Irreducibility (2019) (0)
Single sensor audiovisual speech source separation (2017) (0)
Ethical and Ecological Issues in Signal Processing [From the Editor] (2022) (0)
Video-informed approach for enhancing audio source separation through noise source suppression (2013) (0)
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor] (2023) (0)
Theoretical Studies and Algorithms Regarding the Solution of Non-invertible Nonlinear Source Separation (2015) (0)
Beginning a Special Year for Our Society [From the Editor] (2023) (0)
A generalization of weighted sparse decomposition to negative weights (2017) (0)
. 25 08 v 2 [ cs . IT ] 16 S ep 2 00 8 A fast approach for overcomplete sparse decomposition based on smoothed l 0 norm (2021) (0)
Extration of Diaphragmatic EMG Using DWT (2008) (0)
An associative memory circuit may let designers expand neural networks around a matrix of analog synapses (1989) (0)
Think About Making Your Signal Processing Projects Compatible With Sustainable Development [From the Editor] (2022) (0)
Source Separation in Nonlinear Mixtures: How and Why? (2012) (0)
New Dictionary Learning Methods for Two-Dimensional Signals (2021) (0)
Acceptability conditions for BSS problems (2003) (0)
Challenges in Source Separation (2013) (0)
When silence is gold (2011) (0)
Mutual Information Minimization: Application to Blind Source Separation (2009) (0)
On problems related to the implementation of neural methods for realistic applications (1990) (0)
In Remembrance of Dr. Harry L. Van Trees [In Memoriam] (2023) (0)
Unmixing of Absence Epileptic Seizures in GAERS (2018) (0)
Spatio-temporal correlated noise in multi-output neural networks (2000) (0)
Guaranteed nonlinear parameter estimation from error bounded data from NaI detectors (2003) (0)
In Memoriam: Enders Anthony Robinson [In Memoriam] (2023) (0)
A graph representation based on fluid diffusion model for data analysis: theoretical aspects and enhanced community detection (2021) (0)
Separation of static and dynamic sources in absence epileptic seizures using depth cortical measurements (2020) (0)
Ethical Dilemmas in the Sciences [From the Editor] (2022) (0)
A new approach for sparse source separation (2006) (0)
On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization (2021) (0)
AN ADAPTIVE THRESHOLDINGAPPROACHFOR IMAGE DENOISING USING REDUNDANTREPRESENTATIONS (2009) (0)
Home Riemannian Online Algorithms for Estimating Mixture Model Parameters 07 / 11 / 2017 (2019) (0)
A new General Weighted Least-Squares Algorithm for Approximate Joint Diagonalization (2008) (0)
Principal angles approach to time-domain filter design for target cancelation (2014) (0)
Hardware implementation of adaptive processing for smart sensor arrays (1998) (0)
A Simple Algorithm for Topographic ICA (2016) (0)
Scientific Integrity: A Duty for Researchers [From the Editor] (2022) (0)
Balancing Artificial and Natural Intelligence [From the Editor] (2022) (0)
A BLIND SOURCE SEPARATION METHOD FOR CHEMICAL SENSOR ARRAYS BASED ON A SECOND ORDER MIXINGMODEL (2015) (0)
From source separation to ICA: an introduction to the special session (1997) (0)
Affects and Emotions in IEEE Signal Processing Magazine [From the Editor] (2021) (0)
A Dictionary Learning Method for Sparse Representation Using a Homotopy Approach (2015) (0)
ICA by mutual information minimization: how to avoid local minima ? (2005) (0)
Sequential Blind Source Extraction For (2009) (0)
Beyond 2 D for brain-computer interfaces : two 3 D extensions of the the P 300-speller (2017) (0)
SOURCE SEPARATION OF BASEBANDSIGNALS IN POST-NONLINEARMIXTURES (2009) (0)
Audio-visual speech sources separation: a new approach exploiting the audio-visual coherence of speech stimuli (2002) (0)
HOW TO APPLYICAON ACTUALDATA? EXAMPLE OFMARS HYPERSPECTRALIMAGEANALYSIS. (2007) (0)
Starting a Three-Year Journey With IEEE Signal Processing Magazine [From the Editor] (2021) (0)
Scientific Integrity and Misconduct in Publications: Guidance from the IEEE Publishing Ethics Team [SP Forum] (2022) (0)
Estimating the mixing matrix in Sparse Component Analysis (SCA) using EM algorithm and iterative Bayesian clustering (2008) (0)
A dictionary learning approach for spatio-temporal characterization of absence seizures (2019) (0)
Trusting in the Sciences Requires Explainability [From the Editor] (2022) (0)
Source Separation for Biomedical Signals: Blind or not Blind? (2013) (0)
Introducing SPM's New Team of Area Editors: Part 1 [From the Editor] (2021) (0)
Chromatographic signal processing for PAH in methanol solution (2015) (0)
Maximizing entropy for estimating nonlinearities in {PNL} mixtures source separation (2006) (0)
Noninvasive Extraction of Fetal Cardiac Signals from Maternal Abdominal Recordings (2008) (0)
What should we know about the KURTOSIS ? (2006) (0)
Colored noise in dynamic systems: unbiased modeling by constructive neural networks (1999) (0)
Think Outside the Box! [From the Editor] (2021) (0)
Initialisation of Nonlinearities for PNL and Wiener Systems Inversion (2009) (0)
Advances in Science Must Benefit All Humanity [From the Editor] (2021) (0)
Integration of Full and Mixed Pixel Techniques to Obtain Thematic Maps with a Refined Resolution (2012) (0)
Toward Unsupervised Smart Chemical Sensor Array (2014) (0)
Corrigendum to "ISI sparse channel estimation based on SL0 and its application in ML sequence-by-sequence equalization" [Signal Processing 92 (2012) 1875-1885] (2014) (0)
A robust geometrical method for blind separation of noisy mixtures of non-negatives sources (2013) (0)
Nonlinear Mixtures 14.1 Introduction (0)
Introducing SPM's New Team of Area Editors: Part 2 [From the Editor] (2021) (0)

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