Independent Component Analysis and Signal Separation

1. Theory

   1. Theoretical Analysis and Comparison of Several Criteria on Linear Model Dimension Reduction

      • Shikui Tu, Lei Xu

      Pages 154-162

   2. Factor Analysis as Data Matrix Decomposition: A New Approach for Quasi-Sphering in Noisy ICA

      • Steffen Unkel, Nickolay T. Trendafilov

      Pages 163-170

   3. Signal Subspace Separation Based on the Divergence Measure of a Set of Wavelets Coefficients

      • Vincent Vigneron, Aurélien Hazan

      Pages 171-178

   4. ICA by Maximizing Non-stability

      • Baijie Wang, Ercan E. Kuruoglu, Junying Zhang

      Pages 179-186

   5. On Optimal Selection of Correlation Matrices for Matrix-Pencil-Based Separation

      • Arie Yeredor

      Pages 187-194

   6. ICA with Sparse Connections: Revisited

      • Kun Zhang, Heng Peng, Laiwan Chan, Aapo Hyvärinen

      Pages 195-202

2. Algorithms and Architectures

   1. Source Separation of Phase-Locked Subspaces

      • Miguel Almeida, Ricardo Vigário

      Pages 203-210

   2. Online Subband Blind Source Separation for Convolutive Mixtures Using a Uniform Filter Bank with Critical Sampling

      • Paulo B. Batalheiro, Mariane R. Petraglia, Diego B. Haddad

      Pages 211-218

   3. Cebysev Coefficients – Based Algorithm for Estimating the ICA Model

      • Doru Constantin

      Pages 219-226

   4. Histogram Based Blind Identification and Source Separation from Linear Instantaneous Mixtures

      • Konstantinos I. Diamantaras, Theophilos Papadimitriou

      Pages 227-234

   5. Blind Source Separation of Post-Nonlinear Mixtures Using Evolutionary Computation and Gaussianization

      • Tiago M. Dias, Romis Attux, João M. T. Romano, Ricardo Suyama

      Pages 235-242

   6. Adapted Deflation Approach for Referenced Contrast Optimization in Blind MIMO Convolutive Source Separation

      • Rémi Dubroca, Christophe De Luigi, Eric Moreau

      Pages 243-250

   7. Blind Order Detection and Parameter Estimation of MISO-FIR Channels

      • Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier

      Pages 251-258

   8. Hierarchical Extraction of Independent Subspaces of Unknown Dimensions

      • Peter Gruber, Harold W. Gutch, Fabian J. Theis

      Pages 259-266

   9. On IIR Filters and Convergence Acceleration for Convolutive Blind Source Separation

      • Diego B. Haddad, Mariane R. Petraglia, Paulo B. Batalheiro

      Pages 267-273

   10. A Cascade System for Solving Permutation and Gain Problems in Frequency-Domain BSS

       • Daniel Iglesia, Héctor J. Pérez-Iglesias, Adriana Dapena

       Pages 274-281

   11. A Method for Filter Shaping in Convolutive Blind Source Separation

       • Radoslaw Mazur, Alfred Mertins

       Pages 282-289

   12. Cumulative State Coherence Transform for a Robust Two-Channel Multiple Source Localization

       • Francesco Nesta, Piergiorgio Svaizer, Maurizio Omologo

       Pages 290-297

   13. Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint

       • Dinh-Tuan Pham, Marco Congedo

       Pages 298-305

   14. Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures

       • Matthieu Puigt, Yannick Deville

       Pages 306-313

This book constitutes the refereed proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation, ICA 2009, held in Paraty, Brazil, in March 2009. The 97 revised papers presented were carefully reviewed and selected from 137 submissions. The papers are organized in topical sections on theory, algorithms and architectures, biomedical applications, image processing, speech and audio processing, other applications, as well as a special session on evaluation.

• Algorithms
• Analysis
• algorithm
• audio segmentation
• bioinformatics
• blind source separation
• brain-computer-interface
• denoising
• dynamical systems
• eye tracking
• feature extraction
• fractals
• graphical models
• hierarchical models
• image processing
• algorithm analysis and problem complexity

• Department of Computer Science and Electrical Engineering, ITE 324, University of Maryland, Baltimore County, Baltimore, USA

  Tülay Adali

• Domaine Universitaire, GIPSA-lab, Saint Martin d’Hères Cedex, France

  Christian Jutten

• Departamento de Microonda e Óptica (DMO), FEEC / Unicamp, Campinas, Sao Paulo, Brazil

  João Marcos Travassos Romano

• Centro Tecnológico, Curso de Engenharia Elétrica, Universidade Federal do Maranhão, São Luís, Brazil

  Allan Kardec Barros

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