Christian Jutten
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Christian Juttenengineering Degrees
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Applied Physics
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Electrical Engineering
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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
Why Is Christian Jutten Influential?
(Suggest an Edit or Addition)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)
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