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Independent Component Analysis and Signal Separation

8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009, Proceedings

  • Conference proceedings
  • © 2009

Overview

Editors:
  1. Tülay Adali

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

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  2. Christian Jutten

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

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  3. João Marcos Travassos Romano

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

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  4. Allan Kardec Barros

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5441)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ICA 2009.

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Table of contents (97 papers)

  1. Front Matter

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  2. Theory

    1. Stationary Subspace Analysis

      • Paul von Bünau, Frank C. Meinecke, Klaus-Robert Müller
      Pages 1-8

    2. Reference Based Contrast Functions in a Semi-blind Context

      • Marc Castella, Eric Moreau
      Pages 9-16

    3. On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering

      • Charles Casimiro Cavalcante, João M. T. Romano
      Pages 17-24

    4. Blind Separation of Cyclostationary Signals

      • Nhat Anh Cheviet, Mohamed El Badaoui, Adel Belouchrani, Francois Guillet
      Pages 25-33

    5. A Novel Subspace Clustering Method for Dictionary Design

      • B. Vikrham Gowreesunker, Ahmed H. Tewfik
      Pages 34-41

    6. Comparison of Two Main Approaches to Joint SVD

      • Gen Hori
      Pages 42-49

    7. Optimal Performance of Second-Order Multidimensional ICA

      • Dana Lahat, Jean-François Cardoso, Hagit Messer
      Pages 50-57

    8. Using Signal Invariants to Perform Nonlinear Blind Source Separation

      • David N. Levin
      Pages 58-65

    9. Bayesian Robust PCA for Incomplete Data

      • Jaakko Luttinen, Alexander Ilin, Juha Karhunen
      Pages 66-73

    10. Independent Component Analysis (ICA) Using Pearsonian Density Function

      • Abhijit Mandal, Arnab Chakraborty
      Pages 74-81

    11. An Analysis of Unsupervised Signal Processing Methods in the Context of Correlated Sources

      • Aline Neves, Cristina Wada, Ricardo Suyama, Romis Attux, João M. T. Romano
      Pages 82-89

    12. Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures

      • Jason A. Palmer, Ken Kreutz-Delgado, Scott Makeig
      Pages 90-97

    13. Modeling the Short Time Fourier Transform Ratio and Application to Underdetermined Audio Source Separation

      • Dinh-Tuan Pham, Zaher El-Chami, Alexandre Guérin, Christine Servière
      Pages 98-105

    14. Minimum Determinant Constraint for Non-negative Matrix Factorization

      • Reinhard Schachtner, Gerhard Pöppel, Ana Maria Tomé, Elmar W. Lang
      Pages 106-113

    15. Separation of Convolutive Mixtures with Hybrid Sources

      • Christine Servière
      Pages 114-121

    16. Blind Extraction of Chaotic Sources from White Gaussian Noise Based on a Measure of Determinism

      • Diogo C. Soriano, Ricardo Suyama, Romis Attux
      Pages 122-129

    17. Estimating Squared-Loss Mutual Information for Independent Component Analysis

      • Taiji Suzuki, Masashi Sugiyama
      Pages 130-137

    18. Complete Blind Subspace Deconvolution

      • Zoltán Szabó
      Pages 138-145

    19. Fast Parallel Estimation of High Dimensional Information Theoretical Quantities with Low Dimensional Random Projection Ensembles

      • Zoltán Szabó, András Lőrincz
      Pages 146-153
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Keywords

About this book

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.

Editors and Affiliations

  • 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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