↓ Skip to main content

Independent Component Analysis and Signal Separation

Overview of attention for book
Cover of 'Independent Component Analysis and Signal Separation'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Stationary Subspace Analysis
  3. Altmetric Badge
    Chapter 2 Reference Based Contrast Functions in a Semi-blind Context
  4. Altmetric Badge
    Chapter 3 On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering
  5. Altmetric Badge
    Chapter 4 Blind Separation of Cyclostationary Signals
  6. Altmetric Badge
    Chapter 5 A Novel Subspace Clustering Method for Dictionary Design
  7. Altmetric Badge
    Chapter 6 Comparison of Two Main Approaches to Joint SVD
  8. Altmetric Badge
    Chapter 7 Optimal Performance of Second-Order Multidimensional ICA
  9. Altmetric Badge
    Chapter 8 Using Signal Invariants to Perform Nonlinear Blind Source Separation
  10. Altmetric Badge
    Chapter 9 Bayesian Robust PCA for Incomplete Data
  11. Altmetric Badge
    Chapter 10 Independent Component Analysis (ICA) Using Pearsonian Density Function
  12. Altmetric Badge
    Chapter 11 An Analysis of Unsupervised Signal Processing Methods in the Context of Correlated Sources
  13. Altmetric Badge
    Chapter 12 Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures
  14. Altmetric Badge
    Chapter 13 Modeling the Short Time Fourier Transform Ratio and Application to Underdetermined Audio Source Separation
  15. Altmetric Badge
    Chapter 14 Minimum Determinant Constraint for Non-negative Matrix Factorization
  16. Altmetric Badge
    Chapter 15 Separation of Convolutive Mixtures with Hybrid Sources
  17. Altmetric Badge
    Chapter 16 Blind Extraction of Chaotic Sources from White Gaussian Noise Based on a Measure of Determinism
  18. Altmetric Badge
    Chapter 17 Estimating Squared-Loss Mutual Information for Independent Component Analysis
  19. Altmetric Badge
    Chapter 18 Complete Blind Subspace Deconvolution
  20. Altmetric Badge
    Chapter 19 Fast Parallel Estimation of High Dimensional Information Theoretical Quantities with Low Dimensional Random Projection Ensembles
  21. Altmetric Badge
    Chapter 20 Theoretical Analysis and Comparison of Several Criteria on Linear Model Dimension Reduction
  22. Altmetric Badge
    Chapter 21 Factor Analysis as Data Matrix Decomposition: A New Approach for Quasi-Sphering in Noisy ICA
  23. Altmetric Badge
    Chapter 22 Signal Subspace Separation Based on the Divergence Measure of a Set of Wavelets Coefficients
  24. Altmetric Badge
    Chapter 23 ICA by Maximizing Non-stability
  25. Altmetric Badge
    Chapter 24 On Optimal Selection of Correlation Matrices for Matrix-Pencil-Based Separation
  26. Altmetric Badge
    Chapter 25 ICA with Sparse Connections: Revisited
  27. Altmetric Badge
    Chapter 26 Source Separation of Phase-Locked Subspaces
  28. Altmetric Badge
    Chapter 27 Online Subband Blind Source Separation for Convolutive Mixtures Using a Uniform Filter Bank with Critical Sampling
  29. Altmetric Badge
    Chapter 28 Cebysev Coefficients – Based Algorithm for Estimating the ICA Model
  30. Altmetric Badge
    Chapter 29 Histogram Based Blind Identification and Source Separation from Linear Instantaneous Mixtures
  31. Altmetric Badge
    Chapter 30 Blind Source Separation of Post-Nonlinear Mixtures Using Evolutionary Computation and Gaussianization
  32. Altmetric Badge
    Chapter 31 Adapted Deflation Approach for Referenced Contrast Optimization in Blind MIMO Convolutive Source Separation
  33. Altmetric Badge
    Chapter 32 Blind Order Detection and Parameter Estimation of MISO-FIR Channels
  34. Altmetric Badge
    Chapter 33 Hierarchical Extraction of Independent Subspaces of Unknown Dimensions
  35. Altmetric Badge
    Chapter 34 On IIR Filters and Convergence Acceleration for Convolutive Blind Source Separation
  36. Altmetric Badge
    Chapter 35 A Cascade System for Solving Permutation and Gain Problems in Frequency-Domain BSS
  37. Altmetric Badge
    Chapter 36 A Method for Filter Shaping in Convolutive Blind Source Separation
  38. Altmetric Badge
    Chapter 37 Cumulative State Coherence Transform for a Robust Two-Channel Multiple Source Localization
  39. Altmetric Badge
    Chapter 38 Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint
  40. Altmetric Badge
    Chapter 39 Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures
  41. Altmetric Badge
    Chapter 40 Blind Non-stationnary Sources Separation by Sparsity in a Linear Instantaneous Mixture
  42. Altmetric Badge
    Chapter 41 Blind Separation of Noisy Mixtures of Non-stationary Sources Using Spectral Decorrelation
  43. Altmetric Badge
    Chapter 42 Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints
  44. Altmetric Badge
    Chapter 43 A Sparsity-Based Method to Solve Permutation Indeterminacy in Frequency-Domain Convolutive Blind Source Separation
  45. Altmetric Badge
    Chapter 44 Canonical Dual Approach to Binary Factor Analysis
  46. Altmetric Badge
    Chapter 45 Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold
  47. Altmetric Badge
    Chapter 46 Estimating Phase Linearity in the Frequency-Domain ICA Demixing Matrix
  48. Altmetric Badge
    Chapter 47 Nonlinear Blind Source Deconvolution Using Recurrent Prediction-Error Filters and an Artificial Immune System
  49. Altmetric Badge
    Chapter 48 Arabica: Robust ICA in a Pipeline
  50. Altmetric Badge
    Chapter 49 Estimating Hidden Influences in Metabolic and Gene Regulatory Networks
  51. Altmetric Badge
    Chapter 50 Nonnegative Network Component Analysis by Linear Programming for Gene Regulatory Network Reconstruction
  52. Altmetric Badge
    Chapter 51 ICA-Based Method for Quantifying EEG Event-Related Desynchronization
  53. Altmetric Badge
    Chapter 52 Localization of Generalized Discharge Sources in Patients with Juvenile Myoclonic Epilepsy Using Independent Components Analysis
  54. Altmetric Badge
    Chapter 53 Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings
  55. Altmetric Badge
    Chapter 54 Denoising Single Trial Event Related Magnetoencephalographic Recordings
  56. Altmetric Badge
    Chapter 55 Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis
  57. Altmetric Badge
    Chapter 56 Non-independent BSS: A Model for Evoked MEG Signals with Controllable Dependencies
  58. Altmetric Badge
    Chapter 57 Atrial Activity Extraction Based on Statistical and Spectral Features
  59. Altmetric Badge
    Chapter 58 Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings
  60. Altmetric Badge
    Chapter 59 BSS-Based Feature Extraction for Skin Lesion Image Classification
  61. Altmetric Badge
    Chapter 60 Spike Detection and Sorting: Combining Algebraic Differentiations with ICA
  62. Altmetric Badge
    Chapter 61 Segmentation of Natural and Man-Made Structures by Independent Component Analysis
  63. Altmetric Badge
    Chapter 62 Topographic Independent Component Analysis Based on Fractal and Morphology Applied to Texture Segmentation
  64. Altmetric Badge
    Chapter 63 Image Source Separation Using Color Channel Dependencies
  65. Altmetric Badge
    Chapter 64 Learning Natural Image Structure with a Horizontal Product Model
  66. Altmetric Badge
    Chapter 65 Estimating Markov Random Field Potentials for Natural Images
  67. Altmetric Badge
    Chapter 66 Blind Source Separation with Spatio-Spectral Sparsity Constraints – Application to Hyperspectral Data Analysis
  68. Altmetric Badge
    Chapter 67 Image Coding and Compression with Sparse 3D Discrete Cosine Transform
  69. Altmetric Badge
    Chapter 68 Bayesian Non-negative Matrix Factorization
  70. Altmetric Badge
    Chapter 69 Blind Decomposition of Spectral Imaging Microscopy: A Study on Artificial and Real Test Data
  71. Altmetric Badge
    Chapter 70 Image Denoising Using Sparse Representations
  72. Altmetric Badge
    Chapter 71 Target Speech Enhancement in Presence of Jammer and Diffuse Background Noise
  73. Altmetric Badge
    Chapter 72 Constructing Time-Frequency Dictionaries for Source Separation via Time-Frequency Masking and Source Localisation
  74. Altmetric Badge
    Chapter 73 Time Frequency Masking Strategy for Blind Source Separation of Acoustic Signals Based on Optimally-Modified LOG-Spectral Amplitude Estimator
  75. Altmetric Badge
    Chapter 74 Solving the Acoustic Echo Cancellation Problem in Double-Talk Scenario Using Non-Gaussianity of the Near-End Signal
  76. Altmetric Badge
    Chapter 75 An ICA-Based Method for Blind Source Separation in Sparse Domains
  77. Altmetric Badge
    Chapter 76 Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation
  78. Altmetric Badge
    Chapter 77 Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources
  79. Altmetric Badge
    Chapter 78 Limitations of the Spectrum Masking Technique for Blind Source Separation
  80. Altmetric Badge
    Chapter 79 Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation
  81. Altmetric Badge
    Chapter 80 Audio Watermark Detection Using Undetermined ICA
  82. Altmetric Badge
    Chapter 81 Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation
  83. Altmetric Badge
    Chapter 82 An Implementation of Floral Scent Recognition System Using ICA Combined with Correlation Coefficients
  84. Altmetric Badge
    Chapter 83 Ion-Selective Electrode Array Based on a Bayesian Nonlinear Source Separation Method
  85. Altmetric Badge
    Chapter 84 A Robust and Precise Solution to Permutation Indeterminacy and Complex Scaling Ambiguity in BSS-Based Blind MIMO-OFDM Receiver
  86. Altmetric Badge
    Chapter 85 Underdetermined BSS of MISO OSTBC Signals
  87. Altmetric Badge
    Chapter 86 Narrow-Band Short-Time Frequency-Domain Blind Signal Separation of Passive Sonar Signals
  88. Altmetric Badge
    Chapter 87 Blind Channel Identification in (2 ×1) Alamouti Coded Systems Based on Maximizing the Eigenvalue Spread of Cumulant Matrices
  89. Altmetric Badge
    Chapter 88 ICA Mixture Modeling for the Classification of Materials in Impact-Echo Testing
  90. Altmetric Badge
    Chapter 89 Binary Nonnegative Matrix Factorization Applied to Semi-conductor Wafer Test Sets
  91. Altmetric Badge
    Chapter 90 High-Energy Particles Online Discriminators Based on Nonlinear Independent Components
  92. Altmetric Badge
    Chapter 91 Network Traffic Flow Separation and Control Through a Hybrid ICA-Fuzzy Adaptive Algorithm
  93. Altmetric Badge
    Chapter 92 The 2008 Signal Separation Evaluation Campaign: A Community-Based Approach to Large-Scale Evaluation
  94. Altmetric Badge
    Chapter 93 Stereo Source Separation and Source Counting with MAP Estimation with Dirichlet Prior Considering Spatial Aliasing Problem
  95. Altmetric Badge
    Chapter 94 Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation
  96. Altmetric Badge
    Chapter 95 Application of Two Time-Domain Convolutive Blind Source Separation Algorithms to the 2008 Signal Separation Evaluation Campaign (SiSEC) Data
  97. Altmetric Badge
    Chapter 96 Permutation Correction in Blind Source Separation Using Sliding Subband Likelihood Function
  98. Altmetric Badge
    Chapter 97 Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling
Attention for Chapter 93: Stereo Source Separation and Source Counting with MAP Estimation with Dirichlet Prior Considering Spatial Aliasing Problem
Altmetric Badge

Mentioned by

patent
1 patent

Citations

dimensions_citation
4 Dimensions

Readers on

mendeley
10 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Stereo Source Separation and Source Counting with MAP Estimation with Dirichlet Prior Considering Spatial Aliasing Problem
Chapter number 93
Book title
Independent Component Analysis and Signal Separation
Published by
Springer, Berlin, Heidelberg, March 2009
DOI 10.1007/978-3-642-00599-2_93
Book ISBNs
978-3-64-200598-5, 978-3-64-200599-2
Authors

Shoko Araki, Tomohiro Nakatani, Hiroshi Sawada, Shoji Makino, Araki, Shoko, Nakatani, Tomohiro, Sawada, Hiroshi, Makino, Shoji

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 10 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 10 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 40%
Researcher 1 10%
Lecturer 1 10%
Student > Doctoral Student 1 10%
Unknown 3 30%
Readers by discipline Count As %
Engineering 5 50%
Computer Science 2 20%
Unknown 3 30%