Independent Component Analysis and Blind Signal Separation

Prewhitening Against Heavy-Tailed Sources
- Simultaneous Extraction of Signal Using Algorithms Based on the Nonstationarity
- Space-Time Variant Blind Source Separation with Additive Noise
- The Use of ICA in Speckle Noise
- Theoretical Method for Solving BSS-ICA Using SVM
- Wavelet De-noising for Blind Source Separation in Noisy Mixtures
- Linear Mixture Models
- A Gaussian Mixture Based Maximization of Mutual Information for Supervised Feature Extraction
- Blind Separation of Nonstationary Sources by Spectral Decorrelation
- Delayed AMUSE - A Tool for Blind Source Separation and Denoising
- Dimensionality Reduction in ICA and Rank-(R 1,R 2,...,R N ) Reduction in Multilinear Algebra
- Linear Multilayer Independent Component Analysis Using Stochastic Gradient Algorithm
- Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures
- Signal Reconstruction in Sensor Arrays Using Temporal-Spatial Sparsity Regularization
- Underdetermined Source Separation with Structured Source Priors
- A Grassmann-Rayleigh Quotient Iteration for Dimensionality Reduction in ICA
- An Approach of Moment-Based Algorithm for Noisy ICA Models
- Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals
- A Novel Method to Recover N Sources from N-1 Observations and Its Application to Digital Communications
- A Sufficient Condition for Separation of Deterministic Signals Based on Spatial Time-Frequency Representations
- Adaptive Robust Super-exponential Algorithms for Deflationary Blind Equalization of Instantaneous Mixtures
- Application of Gaussian Mixture Models for Blind Separation of Independent Sources
- Asymptotically Optimal Blind Separation of Parametric Gaussian Sources
- Bayesian Approach for Blind Separation of Underdetermined Mixtures of Sparse Sources
- Blind Source Separation Using the Block-Coordinate Relative Newton Method
- Hybridizing Genetic Algorithms with ICA in Higher Dimension
- ICA Using Kernel Entropy Estimation with NlogN Complexity
- Soft-LOST: EM on a Mixture of Oriented Lines
- Some Gradient Based Joint Diagonalization Methods for ICA
- Underdetermined Independent Component Analysis by Data Generation
- Convolutive Models
- Batch Mutually Referenced Separation Algorithm for MIMO Convolutive Mixtures
- Frequency Domain Blind Source Separation for Many Speech Signals
- ICA Model Applied to Multichannel Non-destructive Evaluation by Impact-Echo
- Monaural Source Separation Using Spectral Cues
- Multichannel Speech Separation Using Adaptive Parameterization of Source PDFs
- Non-negative Matrix Factor Deconvolution; Extraction of Multiple Sound Sources from Monophonic Inputs
- Optimal Sparse Representations for Blind Deconvolution of Images
- Separation of Convolutive Mixtures of Cyclostationary Sources: A Contrast Function Based Approach
- A Continuous Time Balanced Parametrization Approach to Multichannel Blind Deconvolution
- A Frequency-Domain Normalized Multichannel Blind Deconvolution Algorithm for Acoustical Signals
- A Novel Hybrid Approach to the Permutation Problem of Frequency Domain Blind Source Separation
- Application of Geometric Dependency Analysis to the Separation of Convolved Mixtures
- Blind Deconvolution of SISO Systems with Binary Source Based on Recursive Channel Shortening
- Blind Deconvolution Using the Relative Newton Method
- Blind Equalization Using Direct Channel Estimation
- Blind MIMO Identification Using the Second Characteristic Function
- Blind Signal Separation of Convolutive Mixtures: A Time-Domain Joint-Diagonalization Approach
- Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach
- CICAAR: Convolutive ICA with an Auto-regressive Inverse Model
- Detection by SNR Maximization: Application to the Blind Source Separation Problem
- Estimating the Number of Sources for Frequency-Domain Blind Source Separation
- Estimating the Number of Sources in a Noisy Convolutive Mixture Using BIC
- Evaluation of Multistage SIMO-Model-Based Blind Source Separation Combining Frequency-Domain ICA and Time-Domain ICA
- On Coefficient Delay in Natural Gradient Blind Deconvolution and Source Separation Algorithms
- On the FIR Inversion of an Acoustical Convolutive Mixing System: Properties and Limitations
- Overcomplete BSS for Convolutive Mixtures Based on Hierarchical Clustering
- Penalty Function Approach for Constrained Convolutive Blind Source Separation
- Permutation Alignment for Frequency Domain ICA Using Subspace Beamforming Methods
- QML Blind Deconvolution: Asymptotic Analysis
- Super-exponential Methods Incorporated with Higher-Order Correlations for Deflationary Blind Equalization of MIMO Linear Systems
- Nonlinear ICA and BSS
- Blind Maximum Likelihood Separation of a Linear-Quadratic Mixture
- Markovian Source Separation in Post-nonlinear Mixtures
- Non-linear ICA by Using Isometric Dimensionality Reduction
- Postnonlinear Overcomplete Blind Source Separation Using Sparse Sources
- Second-Order Blind Source Separation Based on Multi-dimensional Autocovariances
- Separating a Real-Life Nonlinear Mixture of Images
- Independent Slow Feature Analysis and Nonlinear Blind Source Separation
- Nonlinear PCA/ICA for the Structure from Motion Problem
- Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS
- Post-nonlinear Independent Component Analysis by Variational Bayesian Learning
- Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA
- Tree-Dependent and Topographic Independent Component Analysis for fMRI Analysis
- Using Kernel PCA for Initialisation of Variational Bayesian Nonlinear Blind Source Separation Method
- Speech Processing Applications
- A Geometric Approach for Separating Several Speech Signals
- A Novel Method for Permutation Correction in Frequency-Domain in Blind Separation of Speech Mixtures
- Convolutive Acoustic Mixtures Approximation to an Instantaneous Model Using a Stereo Boundary Microphone Configuration
- DOA Detection from HOS by FOD Beamforming and Joint-Process Estimation
- Nonlinear Postprocessing for Blind Speech Separation
- Real-Time Convolutive Blind Source Separation Based on a Broadband Approach
- A New Approach to the Permutation Problem in Frequency Domain Blind Source Separation
- Adaptive Cross-Channel Interference Cancellation on Blind Source Separation Outputs
- Application of the Mutual Information Minimization to Speaker Recognition / Verification Improvement
- Single Channel Speech Enhancement: MAP Estimation Using GGD Prior Under Blind Setup
- Stable and Low-Distortion Algorithm Based on Overdetermined Blind Separation for Convolutive Mixtures of Speech
- Two Channel, Block Adaptive Audio Separation Using the Cross Correlation of Time Frequency Information
- Underdetermined Blind Separation of Convolutive Mixtures of Speech with Directivity Pattern Based Mask and ICA
- Image Processing Applications
- A Digital Watermarking Technique Based on ICA Image Features
- A Model for Analyzing Dependencies Between Two ICA Features in Natural Images
- An Iterative Blind Source Separation Method for Convolutive Mixtures of Images
- Astrophysical Source Separation Using Particle Filters
- Independent Component Analysis in the Watermarking of Digital Images
- Spatio-chromatic ICA of a Mosaiced Color Image
- An Extended Maximum Likelihood Approach for the Robust Blind Separation of Autocorrelated Images from Noisy Mixtures
- Blind Separation of Spatio-temporal Data Sources
- Data Hiding in Independent Components of Video
- Biomedical Applications
- 3D Spatial Analysis of fMRI Data on a Word Perception Task
- Decomposition of Synthetic Multi-channel Surface-Electromyogram Using Independent Component Analysis
- Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals
- MEG/EEG Source Localization Using Spatio-temporal Sparse Representations
- Reliable Measurement of Cortical Flow Patterns Using Complex Independent Component Analysis of Electroencephalographic Signals
- Sensor Array and Electrode Selection for Non-invasive Fetal Electrocardiogram Extraction by Independent Component Analysis
- A Comparison of Time Structure and Statistically Based BSS Methods in the Context of Long-Term Epileptiform EEG Recordings
- A Framework for Evaluating ICA Methods of Artifact Removal from Multichannel EEG
- A New Method for Eliminating Stimulus Artifact in Transient Evoked Otoacoustic Emission Using ICA
- An Efficient Time-Frequency Approach to Blind Source Separation Based on Wavelets
- Blind Deconvolution of Close-to-Orthogonal Pulse Sources Applied to Surface Electromyograms
- Denoising Mammographic Images Using ICA
- Independent Component Analysis of Pulse Oximetry Signals Based on Derivative Skew
- Mixing Matrix Pseudostationarity and ECG Preprocessing Impact on ICA-Based Atrial Fibrillation Analysis
- 'Signal Subspace' Blind Source Separation Applied to Fetal Magnetocardiographic Signals Extraction
- Suppression of Ventricular Activity in the Surface Electrocardiogram of Atrial Fibrillation
- Unraveling Spatio-temporal Dynamics in fMRI Recordings Using Complex ICA
- Wavelet Domain Blind Signal Separation to Analyze Supraventricular Arrhythmias from Holter Registers
- Other Applications
- A New Auditory-Based Index to Evaluate the Blind Separation Performance of Acoustic Mixtures
- An Application of ICA to Identify Vibratory Low-Level Signals Generated by Termites
- Application of Blind Source Separation to a Novel Passive Location
- Blind Source Separation in the Adaptive Reduction of Inter-channel Interference for OFDM
- BSS for Series of Electron Energy Loss Spectra
- HOS Based Distinctive Features for Preliminary Signal Classification
- ICA as a Preprocessing Technique for Classification
- Joint Delay Tracking and Interference Cancellation in DS-CDMA Systems Using Successive ICA for Oversaturated Data
- Layered Space Frequency Equalisation for MIMO-MC-CDMA Systems in Frequency Selective Fading Channels
- Multiuser Detection and Channel Estimation in MIMO OFDM Systems via Blind Source Separation
- Music Transcription with ISA and HMM
- On Shift-Invariant Sparse Coding
- Reliability in ICA-Based Text Classification
- Source Separation on Astrophysical Data Sets from the WMAP Satellite
- Multidimensional ICA for the Separation of Atrial and Ventricular Activities from Single Lead ECGs in Paroxysmal Atrial Fibrillation Episodes
- Music Indexing Using Independent Component Analysis with Pseudo-generated Sources
- Invited Contributions
- Lie Group Methods for Optimization with Orthogonality Constraints
- A Hierarchical ICA Method for Unsupervised Learning of Nonlinear Dependencies in Natural Images