Independent component analysis: theory and applications

Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources

Neural Computation

On the Efficient Speech Feature Extraction Based on Independent Component Analysis

Neural Processing Letters

Complex-Weighted One-Unit ‘Rigid-Bodies’ Learning Rule for Independent Component Analysis

Neural Processing Letters

The Supervised Network Self-Organizing Map for Classification of Large Data Sets

Applied Intelligence

Blind Source Separation and Equiprobabilistic Topographic Maps

Journal of VLSI Signal Processing Systems

Adaptive Score Functions for Maximum Likelihood ICA

Journal of VLSI Signal Processing Systems

Contravariant adaptation on structured matrix spaces

Signal Processing

Mean-field approaches to independent component analysis

Neural Computation

Spatiochromatic receptive field properties derived from information-theoretic analyses of cone mosaic responses to natural scenes

Neural Computation

Breast Tissue Classification in Mammograms Using ICA Mixture Models

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

Feature Extraction in Digital Mammography: An Independent Component Analysis Approach

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II

Biologically Inspired Saliency Map Model for Bottom-up Visual Attention

BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision

Adaptive separation of acoustic sources for anechoic conditions: a constrained frequency domain approach

Speech Communication - Special issue on speech processing for hearing aids

A distributed spectral-screening PCT algorithm

Journal of Parallel and Distributed Computing

Phoneme recognition using ICA-based feature extraction and transformation

Signal Processing

Overview of independent component analysis technique with an application to synthetic aperture radar (SAR) imagery processing

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences

Recent advances in visual and infrared face recognition: a review

Computer Vision and Image Understanding

Face Recognition Using Face-ARG Matching

IEEE Transactions on Pattern Analysis and Machine Intelligence

Exploring Latent Structure of Mixture ICA Models by the Minimum β-Divergence Method

Neural Computation

Using ICA for removal of ocular artifacts in EEG recorded from blind subjects

Neural Networks

Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing

Journal of VLSI Signal Processing Systems

An independent component analysis-based filter design for defect detection in low-contrast surface images

Pattern Recognition

A relative trust-region algorithm for independent component analysis

Neurocomputing

Fast fixed-point independent vector analysis algorithms for convolutive blind source separation

Signal Processing

Independent component analysis in signals with multiplicative noise using fourth-order statistics

Signal Processing

Capturing nonlinear dependencies in natural images using ICA and mixture of Laplacian distribution

Neurocomputing

Blind source separation combining independent component analysis and beamforming

EURASIP Journal on Applied Signal Processing

Equivalence between frequency-domain blind source separation and frequency-domain adaptive beamforming for convolutive mixtures

EURASIP Journal on Applied Signal Processing

Separating more sources than sensors using time-frequency distributions

EURASIP Journal on Applied Signal Processing

Design of low-cost FPGA hardware for real-time ICA-based blind source separation algorithm

EURASIP Journal on Applied Signal Processing

A secure watermarking scheme for buyer-seller identification and copyright protection

EURASIP Journal on Applied Signal Processing

On blind source separation using generalized eigenvalues with a new metric

Neurocomputing

Improvement of the fetal electrocardiogram signals

MMACTE'05 Proceedings of the 7th WSEAS International Conference on Mathematical Methods and Computational Techniques In Electrical Engineering

Noisy manifold learning using neighborhood smoothing embedding

Pattern Recognition Letters

INDEPENDENT COMPONENT ANALYSIS OF EEG RECORDED DURING TWO-PERSON GAME PLAYING

Applied Artificial Intelligence

Mixed image separation using fastICA

SIP'08 Proceedings of the 7th WSEAS International Conference on Signal Processing

Enhanced automatic artifact detection based on independent component analysis and Renyi's entropy

Neural Networks

FastICA algorithm for the separation of mixed images

WSEAS Transactions on Signal Processing

Adaptive improved natural gradient algorithm for blind source separation

Neural Computation

Financial time series forecasting using independent component analysis and support vector regression

Decision Support Systems

Computation of the Frechet mean, variance and interpolation for a pool of neural networks over the manifold of special orthogonal matrices

International Journal of Computational Intelligence Studies

Evolutionary Algorithm Using Mutual Information for Independent Component Analysis

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

Independent component analysis-based background subtraction for indoor surveillance

IEEE Transactions on Image Processing

Defect detection of uneven brightness in low-contrast images using basis image representation

Pattern Recognition

Process disturbance identification using independent component analysis with CART approach

CI '07 Proceedings of the Third IASTED International Conference on Computational Intelligence

Independent component analysis for synthetic aperture magnetometry in magnetocardiography

Computers in Biology and Medicine

Convergence Analysis of Non-Negative Matrix Factorization for BSS Algorithm

Neural Processing Letters

Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery

IEEE Transactions on Signal Processing

Letters: An alternative switching criterion for independent component analysis (ICA)

Neurocomputing

A new collusion attack and its performance evaluation

IWDW'02 Proceedings of the 1st international conference on Digital watermarking

Multiresolution ICA for artifact identification from electroencephalographic recordings

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I

Single-channel noise suppression by wavelets in spectral domain

COST 2102'07 Proceedings of the 2007 COST action 2102 international conference on Verbal and nonverbal communication behaviours

Independent vector analysis for source separation using a mixture of gaussians prior

Neural Computation

Integrating independent component analysis-based denoising scheme with neural network for stock price prediction

Expert Systems with Applications: An International Journal

Automatic removal of eye-blink artifacts based on ICA and peak detection algorithm

CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1

Online EMG artifacts removal from EEG based on blind source separation

CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1

Blind signal separation and identification of mixtures of images

Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers

Real-time independent vector analysis for convolutive blind source separation

IEEE Transactions on Circuits and Systems Part I: Regular Papers

Visualization of Riemannian-manifold-valued elements by multidimensional scaling

Neurocomputing

Wavelet-based feature extraction using probabilistic finite state automata for pattern classification

Pattern Recognition

A multistage approach to blind separation of convolutive speech mixtures

Speech Communication

A modified method for blind source separation

ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science

Laplacian mixture modeling for overcomplete mixing matrix in wavelet packet domain by adaptive EM-type algorithm and comparisons

SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing

Optimization of symbolic feature extraction for pattern classification

Signal Processing

Improved incremental orthogonal centroid algorithm for visualising pipeline sensor datasets

IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I

Computer aided classification of mammographic tissue using independent component analysis and support vector machines

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II

Fast independent component analysis for face feature extraction

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I

Automatic removal of artifacts from EEG data using ICA and exponential analysis

ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II

Geometric invariant curve and surface normalization

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II

Utilization of blind source separation algorithms for MIMO linear precoding

ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation

Biologically motivated visual selective attention for face localization

WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision

ICA based normalization of 3d objects

MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security

Performance evaluation of directionally constrained filterbank ICA on blind source separation of noisy observations

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I

Detecting and isolating multiple plant-wide oscillations via spectral independent component analysis

Automatica (Journal of IFAC)

A probabilistic model for image representation via multiple patterns

Pattern Recognition

An independent component analysis-based disturbance separation scheme for statistical process monitoring

Journal of Intelligent Manufacturing

Independent component analysis for near-synonym choice

Decision Support Systems

Wavelet and Unsupervised Learning Techniques for Experimental Biomedical Data Processing

International Journal of Measurement Technologies and Instrumentation Engineering

Comparative evaluation of existing and new methods for correcting ocular artifacts in electroencephalographic recordings

Signal Processing