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  • © 2006

Independent Component Analysis and Blind Signal Separation

6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings

Conference proceedings info: ICA 2006.

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Table of contents (120 papers)

  1. Front Matter

  2. Algorithms and Architectures

    1. Separation of Nonlinear Image Mixtures by Denoising Source Separation

      • Mariana S. C. Almeida, Harri Valpola, Jaakko Särelä
      Pages 8-15
    2. Csiszár’s Divergences for Non-negative Matrix Factorization: Family of New Algorithms

      • Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari
      Pages 32-39
    3. Second-Order Blind Identification of Underdetermined Mixtures

      • Lieven De Lathauwer, Joséphine Castaing
      Pages 40-47
    4. Differential Fast Fixed-Point BSS for Underdetermined Linear Instantaneous Mixtures

      • Yannick Deville, Johanna Chappuis, Shahram Hosseini, Johan Thomas
      Pages 48-56
    5. Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics

      • Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Ribeiro de Faissol Attux, Fernando José Von Zuben, João Marcos Travassos Romano
      Pages 66-73
    6. Model Structure Selection in Convolutive Mixtures

      • Mads Dyrholm, Scott Makeig, Lars Kai Hansen
      Pages 74-81
    7. Estimating the Information Potential with the Fast Gauss Transform

      • Seungju Han, Sudhir Rao, Jose Principe
      Pages 82-89
    8. K-EVD Clustering and Its Applications to Sparse Component Analysis

      • Zhaoshui He, Andrzej Cichocki
      Pages 90-97
    9. An EM Method for Spatio-temporal Blind Source Separation Using an AR-MOG Source Model

      • Kenneth E. Hild II, Hagai T. Attias, Srikantan S. Nagarajan
      Pages 98-105
    10. Markovian Blind Image Separation

      • Shahram Hosseini, Rima Guidara, Yannick Deville, Christian Jutten
      Pages 106-114
    11. New Permutation Algorithms for Causal Discovery Using ICA

      • Patrik O. Hoyer, Shohei Shimizu, Aapo Hyvärinen, Yutaka Kano, Antti J. Kerminen
      Pages 115-122
    12. Eigenvector Algorithms with Reference Signals for Frequency Domain BSS

      • Masanori Ito, Mitsuru Kawamoto, Noboru Ohnishi, Yujiro Inouye
      Pages 123-131
    13. Sparse Coding for Convolutive Blind Audio Source Separation

      • Maria G. Jafari, Samer A. Abdallah, Mark D. Plumbley, Mike E. Davies
      Pages 132-139
    14. ICA-Based Binary Feature Construction

      • Ata Kabán, Ella Bingham
      Pages 140-148
    15. A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces

      • Motoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller
      Pages 149-156

Editors and Affiliations

  • Siemens Corporate Research, Princeton, USA

    Justinian Rosca

  • Department of CSEE, Oregon Health and Science University, Portland, USA

    Deniz Erdogmus

  • Dep. of Electrical and Computer Engineering, University of Florida, Gainesville, USA

    José C. Príncipe

  • McMaster University, Hamilton, Canada

    Simon Haykin

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access