↓ Skip to main content

Latent Variable Analysis and Signal Separation

Overview of attention for book
Cover of 'Latent Variable Analysis and Signal Separation'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Higher-Order Block Term Decomposition for Spatially Folded fMRI Data
  3. Altmetric Badge
    Chapter 2 Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels
  4. Altmetric Badge
    Chapter 3 Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations
  5. Altmetric Badge
    Chapter 4 Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization
  6. Altmetric Badge
    Chapter 5 High-Resolution Subspace-Based Methods: Eigenvalue- or Eigenvector-Based Estimation?
  7. Altmetric Badge
    Chapter 6 Speaker Tracking on Multiple-Manifolds with Distributed Microphones
  8. Altmetric Badge
    Chapter 7 VAST: The Virtual Acoustic Space Traveler Dataset
  9. Altmetric Badge
    Chapter 8 Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources
  10. Altmetric Badge
    Chapter 9 Acoustic DoA Estimation by One Unsophisticated Sensor
  11. Altmetric Badge
    Chapter 10 Acoustic Source Localization by Combination of Supervised Direction-of-Arrival Estimation with Disjoint Component Analysis
  12. Altmetric Badge
    Chapter 11 An Initialization Method for Nonlinear Model Reduction Using the CP Decomposition
  13. Altmetric Badge
    Chapter 12 Audio Zoom for Smartphones Based on Multiple Adaptive Beamformers
  14. Altmetric Badge
    Chapter 13 Complex Valued Robust Multidimensional SOBI
  15. Altmetric Badge
    Chapter 14 Ego Noise Reduction for Hose-Shaped Rescue Robot Combining Independent Low-Rank Matrix Analysis and Multichannel Noise Cancellation
  16. Altmetric Badge
    Chapter 15 Some Theory on Non-negative Tucker Decomposition
  17. Altmetric Badge
    Chapter 16 A New Algorithm for Multimodal Soft Coupling
  18. Altmetric Badge
    Chapter 17 Adaptive Blind Separation of Instantaneous Linear Mixtures of Independent Sources
  19. Altmetric Badge
    Chapter 18 Source Separation, Dereverberation and Noise Reduction Using LCMV Beamformer and Postfilter
  20. Altmetric Badge
    Chapter 19 Toward Rank Disaggregation: An Approach Based on Linear Programming and Latent Variable Analysis
  21. Altmetric Badge
    Chapter 20 A Proximal Approach for Nonnegative Tensor Decomposition
  22. Altmetric Badge
    Chapter 21 Psychophysical Evaluation of Audio Source Separation Methods
  23. Altmetric Badge
    Chapter 22 On the Use of Latent Mixing Filters in Audio Source Separation
  24. Altmetric Badge
    Chapter 23 Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks
  25. Altmetric Badge
    Chapter 24 Audiovisual Speech Separation Based on Independent Vector Analysis Using a Visual Voice Activity Detector
  26. Altmetric Badge
    Chapter 25 Monoaural Audio Source Separation Using Deep Convolutional Neural Networks
  27. Altmetric Badge
    Chapter 26 On the Behaviour of the Estimated Fourth-Order Cumulants Matrix of a High-Dimensional Gaussian White Noise
  28. Altmetric Badge
    Chapter 27 Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG
  29. Altmetric Badge
    Chapter 28 Approximate Joint Diagonalization According to the Natural Riemannian Distance
  30. Altmetric Badge
    Chapter 29 Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures
  31. Altmetric Badge
    Chapter 30 Model-Independent Method of Nonlinear Blind Source Separation
  32. Altmetric Badge
    Chapter 31 The 2016 Signal Separation Evaluation Campaign
  33. Altmetric Badge
    Chapter 32 Multimodality for Rainfall Measurement
  34. Altmetric Badge
    Chapter 33 Particle Flow SMC-PHD Filter for Audio-Visual Multi-speaker Tracking
  35. Altmetric Badge
    Chapter 34 Estimation of the Intrinsic Dimensionality in Hyperspectral Imagery via the Hubness Phenomenon
  36. Altmetric Badge
    Chapter 35 A Blind Identification and Source Separation Method Based on Subspace Intersections for Hyperspectral Astrophysical Data
  37. Altmetric Badge
    Chapter 36 Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity
  38. Altmetric Badge
    Chapter 37 Sharpening Hyperspectral Images Using Plug-and-Play Priors
  39. Altmetric Badge
    Chapter 38 On Extracting the Cosmic Microwave Background from Multi-channel Measurements
  40. Altmetric Badge
    Chapter 39 Kernel-Based NPLS for Continuous Trajectory Decoding from ECoG Data for BCI Applications
  41. Altmetric Badge
    Chapter 40 On the Optimal Non-linearities for Gaussian Mixtures in FastICA
  42. Altmetric Badge
    Chapter 41 Fast Disentanglement-Based Blind Quantum Source Separation and Process Tomography: A Closed-Form Solution Using a Feedback Classical Adapting Structure
  43. Altmetric Badge
    Chapter 42 Blind Separation of Cyclostationary Sources with Common Cyclic Frequencies
  44. Altmetric Badge
    Chapter 43 Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework
  45. Altmetric Badge
    Chapter 44 Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources
  46. Altmetric Badge
    Chapter 45 Feasibility of WiFi Site-Surveying Using Crowdsourced Data
  47. Altmetric Badge
    Chapter 46 On Minimum Entropy Deconvolution of Bi-level Images
  48. Altmetric Badge
    Chapter 47 A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures
  49. Altmetric Badge
    Chapter 48 Optimal Measurement Times for Observing a Brownian Motion over a Finite Period Using a Kalman Filter
  50. Altmetric Badge
    Chapter 49 On Disjoint Component Analysis
  51. Altmetric Badge
    Chapter 50 Accelerated Dictionary Learning for Sparse Signal Representation
  52. Altmetric Badge
    Chapter 51 BSS with Corrupted Data in Transformed Domains
  53. Altmetric Badge
    Chapter 52 Singing Voice Separation Using RPCA with Weighted $$l_{1}$$ -norm
  54. Altmetric Badge
    Chapter 53 Multimodal Approach to Remove Ocular Artifacts from EEG Signals Using Multiple Measurement Vectors
Attention for Chapter 44: Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources
Altmetric Badge

Citations

dimensions_citation
3 Dimensions

Readers on

mendeley
1 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
Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources
Chapter number 44
Book title
Latent Variable Analysis and Signal Separation
Published by
Springer, Cham, February 2017
DOI 10.1007/978-3-319-53547-0_44
Book ISBNs
978-3-31-953546-3, 978-3-31-953547-0
Authors

Yoshitatsu Matsuda, Kazunori Yamaguchi, Matsuda, Yoshitatsu, Yamaguchi, Kazunori