6. ICA 2006:
Charleston, SC, USA
Justinian P. Rosca, Deniz Erdogmus, José Carlos Príncipe, Simon Haykin (Eds.):
Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings.
Lecture Notes in Computer Science 3889 Springer 2006, ISBN 3-540-32630-8 
Algorithms and Architectures
- Bijan Afsari:
Simple LU and QR Based Non-orthogonal Matrix Joint Diagonalization.
1-7
- Mariana S. C. Almeida, Harri Valpola, Jaakko Särelä:
Separation of Nonlinear Image Mixtures by Denoising Source Separation.
8-15
- Jörn Anemüller:
Second-Order Separation of Multidimensional Sources with Constrained Mixing System.
16-23
- Aiyou Chen:
Fast Kernel Density Independent Component Analysis.
24-31
- Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari:
Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms.
32-39
- Lieven De Lathauwer, Joséphine Castaing:
Second-Order Blind Identification of Underdetermined Mixtures.
40-47
- Yannick Deville, Johanna Chappuis, Shahram Hosseini, Johan Thomas:
Differential Fast Fixed-Point BSS for Underdetermined Linear Instantaneous Mixtures.
48-56
- Scott C. Douglas, Jan Eriksson, Visa Koivunen:
Equivariant Algorithms for Estimating the Strong-Uncorrelating Transform in Complex Independent Component Analysis.
57-65
- Leonardo Tomazeli Duarte, Ricardo Suyama, Romis de Faissol Attux, Fernando J. Von Zuben, João Marcos Travassos Romano:
Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics.
66-73
- Mads Dyrholm, Scott Makeig, Lars Kai Hansen:
Model Structure Selection in Convolutive Mixtures.
74-81
- Seungju Han, Sudhir Rao, José Carlos Príncipe:
Estimating the Information Potential with the Fast Gauss Transform.
82-89
- Zhaoshui He, Andrzej Cichocki:
K-EVD Clustering and Its Applications to Sparse Component Analysis.
90-97
- Kenneth E. Hild II, Hagai Attias, Srikantan S. Nagarajan:
An EM Method for Spatio-temporal Blind Source Separation Using an AR-MOG Source Model.
98-105
- Shahram Hosseini, Rima Guidara, Yannick Deville, Christian Jutten:
Markovian Blind Image Separation.
106-114
- Patrik O. Hoyer, Shohei Shimizu, Aapo Hyvärinen, Yutaka Kano, Antti J. Kerminen:
New Permutation Algorithms for Causal Discovery Using ICA.
115-122
- Masanori Ito, Mitsuru Kawamoto, Noboru Ohnishi, Yujiro Inouye:
Eigenvector Algorithms with Reference Signals for Frequency Domain BSS.
123-131
- Maria G. Jafari, Samer A. Abdallah, Mark D. Plumbley, Mike E. Davies:
Sparse Coding for Convolutive Blind Audio Source Separation.
132-139
- Ata Kabán, Ella Bingham:
ICA-Based Binary Feature Construction.
140-148
- Motoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller:
A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces.
149-156
- Motoaki Kawanabe, Fabian J. Theis:
Estimating Non-Gaussian Subspaces by Characteristic Functions.
157-164
- Taesu Kim, Torbjørn Eltoft, Te-Won Lee:
Independent Vector Analysis: An Extension of ICA to Multivariate Components.
165-172
- Jinwen Ma, Dengpan Gao, Fei Ge, Shun-ichi Amari:
A One-Bit-Matching Learning Algorithm for Independent Component Analysis.
173-180
- Ali Mansour, Nabih Benchekroun, Cedric Gervaise:
Blind Separation of Underwater Acoustic Signals.
181-188
- Srikantan S. Nagarajan, Hagai Attias, Kensuke Sekihara, Kenneth E. Hild II:
Partitioned Factor Analysis for Interference Suppression and Source Extraction.
189-197
- Umut Ozertem, Deniz Erdogmus, Tian Lan:
Recursive Generalized Eigendecomposition for Independent Component Analysis.
198-205
- Mark D. Plumbley:
Recovery of Sparse Representations by Polytope Faces Pursuit.
206-213
- Jianzhao Qin, Yuanqing Li, Qijin Liu:
ICA Based Semi-supervised Learning Algorithm for BCI Systems.
214-221
- Tapani Raiko, Matti Tornio, Antti Honkela, Juha Karhunen:
State Inference in Variational Bayesian Nonlinear State-Space Models.
222-229
- Saloua Rhioui, Marc Castella, Eric Moreau:
Quadratic MIMO Contrast Functions for Blind Source Separation in a Convolutive Context.
230-237
- Fernando Rojas, Jordi Solé i Casals, Enric Monte-Moreno, Carlos García Puntonet, Alberto Prieto:
A Canonical Genetic Algorithm for Blind Inversion of Linear Channels.
238-245
- Sarit Shwartz, Yoav Y. Schechner, Michael Zibulevsky:
Efficient Separation of Convolutive Image Mixtures.
246-253
- Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet, Pedro Gómez Vilda, Thomas Langmann, Gerd Schmitz:
Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets.
254-261
- Frédéric Vrins, Michel Verleysen:
Minimum Support ICA Using Order Statistics. Part I: Quasi-range Based Support Estimation.
262-269
- Frédéric Vrins, Michel Verleysen:
Minimum Support ICA Using Order Statistics. Part II: Performance Analysis.
270-277
- Tzahi Weisman, Arie Yeredor:
Separation of Periodically Time-Varying Mixtures Using Second-Order Statistics.
278-285
- Edmond HaoCun Wu, Philip L. H. Yu, W. K. Li:
An Independent Component Ordering and Selection Procedure Based on the MSE Criterion.
286-294
- Yasunori Nishimori, Shotaro Akaho, Mark D. Plumbley:
Riemannian Optimization Method on the Flag Manifold for Independent Subspace Analysis.
295-302
- Zhi-Lin Zhang, Liqing Zhang:
A Two-Stage Based Approach for Extracting Periodic Signals.
303-310
- Kun Zhang, Lai-Wan Chan:
ICA by PCA Approach: Relating Higher-Order Statistics to Second-Order Moments.
311-318
Applications
- Moussa Akil, Christine Servière:
Separability of Convolutive Mixtures: Application to the Separation of Combustion Noise and Piston-Slap in Diesel Engine.
319-326
- Paul Baxter, Geoff Spence, John McWhirter:
Blind Signal Separation on Real Data: Tracking and Implementation.
327-334
- Isidore Paul Akam Bita, Michel Barret, Dinh-Tuan Pham:
Compression of Multicomponent Satellite Images Using Independent Components Analysis.
335-342
- Scott C. Douglas, Jan Eriksson, Visa Koivunen:
Fixed-Point Complex ICA Algorithms for the Blind Separation of Sources Using Their Real or Imaginary Components.
343-351
- Jani Even, Kenji Sugimoto:
Blind Estimation of Row Relative Degree Via Constrained Mutual Information Minimization.
352-359
- Nazli Guney, Aysin Ertüzün:
Undoing the Affine Transformation Using Blind Source Separation.
360-367
- Jorge Igual, Raul Llinares, Addisson Salazar:
Source Separation of Astrophysical Ice Mixtures.
368-375
- Fei Liu, Chang-Ying Wu:
Improvement on Multivariate Statistical Process Monitoring Using Multi-scale ICA.
376-383
- Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa, Masayasu Hata:
Global Noise Elimination from ELF Band Electromagnetic Signals by Independent Component Analysis.
384-391
- Michael Syskind Pedersen, Tue Lehn-Schiøler, Jan Larsen:
BLUES from Music: BLind Underdetermined Extraction of Sources from Music.
392-399
- Carlos García Puntonet, Juan José González de la Rosa, Isidro Lloret Galiana, Juan Manuel Górriz Sáez:
On the Performance of a HOS-Based ICA Algorithm in BSS of Acoustic Emission Signals.
400-405
- Addisson Salazar, Jorge Gosálbez, Jorge Igual, Raul Llinares, Luis Vergara:
Two Applications of Independent Component Analysis for Non-destructive Evaluation by Ultrasounds.
406-413
- Santiago Zazo, Yolanda Blanco Archilla, Lino García:
Blind Spatial Multiplexing Using Order Statistics for Time-Varying Channels.
414-421
- Oomke Weikert, Christian Klünder, Udo Zölzer:
Semi-blind Equalization of Wireless MIMO Frequency Selective Communication Channels.
422-429
Medical Applications
- Sergey Borisov, Alexander Ilin, Ricardo Vigário, Erkki Oja:
Comparison of BSS Methods for the Detection of alpha-Activity Components in EEG.
430-437
- Arao Funase, Tohru Yagi, Motoaki Mouri, Allan Kardec Barros, Andrzej Cichocki, Ichi Takumi:
Analysis on EEG Signals in Visually and Auditorily Guided Saccade Task by FICAR.
438-445
- Lars Kai Hansen, Ling Feng:
Cogito Componentiter Ergo Sum.
446-453
- Xin Jin, Anbang Xu, Rongfang Bie, Ping Guo:
Kernel Independent Component Analysis for Gene Expression Data Clustering.
454-461
- Sookjeong Kim, Seungjin Choi:
Topographic Independent Component Analysis of Gene Expression Time Series Data.
462-469
- Astrid Pietilä, Milad El-Segaier, Ricardo Vigário, Erkki Pesonen:
Blind Source Separation of Cardiac Murmurs from Heart Recordings.
470-477
- José Joaquín Rieta, Fernando Hornero, César Sánchez, Carlos Vayá, David Moratal, Juan Manuel Sanchis:
Derivation of Atrial Surface Reentries Applying ICA to the Standard Electrocardiogram of Patients in Postoperative Atrial Fibrillation.
478-485
- César Sánchez, José Joaquín Rieta, Carlos Vayá, David Perez, Roberto Zangróniz, José Millet:
Wavelet Denoising as Preprocessing Stage to Improve ICA Performance in Atrial Fibrillation Analysis.
486-494
- Carlos Vayá, José Joaquín Rieta, César Sánchez, David Moratal:
Performance Study of Convolutive BSS Algorithms Applied to the Electrocardiogram of Atrial Fibrillation.
495-502
- Jarkko Ylipaavalniemi, Seppo Mattila, Antti Tarkiainen, Ricardo Vigário:
Brains and Phantoms: An ICA Study of fMRI.
503-510
- Heriberto Zavala-Fernández, Tilmann Heinrich Sander, Martin Burghoff, Reinhold Orglmeister, Lutz Trahms:
Comparison of ICA Algorithms for the Isolation of Biological Artifacts in Magnetoencephalography.
511-518
- Yufeng Zhang, Le Wang, Yali Gao, Jianhua Chen, Xinling Shi:
Automatic De-noising of Doppler Ultrasound Signals Using Matching Pursuit Method.
519-526
Speech and Signal Processing
- Robert Aichner, Herbert Buchner, Walter Kellermann:
A Novel Normalization and Regularization Scheme for Broadband Convolutive Blind Source Separation.
527-535
- Simon Arberet, Rémi Gribonval, Frédéric Bimbot:
A Robust Method to Count and Locate Audio Sources in a Stereophonic Linear Instantaneous Mixture.
536-543
- Radu V. Balan, Justinian P. Rosca:
Convolutive Demixing with Sparse Discrete Prior Models for Markov Sources.
544-551
- Doru-Cristian Balcan, Justinian Rosca:
Independent Component Analysis for Speech Enhancement with Missing TF Content.
552-560
- Mert Bay, James W. Beauchamp:
Harmonic Source Separation Using Prestored Spectra.
561-568
- Pau Bofill, Enric Monte:
Underdetermined Convoluted Source Reconstruction Using LP and SOCP, and a Neural Approximator of the Optimizer.
569-576
- Paula Maria Castro, Héctor J. Pérez-Iglesias, Adriana Dapena, Luis Castedo:
Utilization of Blind Source Separation Algorithms for MIMO Linear Precoding.
577-584
- André Borges Cavalcante, Danilo P. Mandic, Tomasz M. Rutkowski, Allan Kardec Barros:
Speech Enhancement Based on the Response Features of Facilitated EI Neurons.
585-592
- Cédric Févotte, Simon J. Godsill:
Blind Separation of Sparse Sources Using Jeffrey's Inverse Prior and the EM Algorithm.
593-600
- Atsuo Hiroe:
Solution of Permutation Problem in Frequency Domain ICA, Using Multivariate Probability Density Functions.
601-608
- Wlodzimierz Kasprzak, Adam F. Okazaki, Adam B. Kowalski:
ICA-Based Speech Features in the Frequency Domain.
609-616
- Minje Kim, Seungjin Choi:
Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-Invariance.
617-624
- Intae Lee, Taesu Kim, Te-Won Lee:
Complex FastIVA: A Robust Maximum Likelihood Approach of MICA for Convolutive BSS.
625-632
- Sylvain Lesage, Sacha Krstulovic, Rémi Gribonval:
Under-Determined Source Separation: Comparison of Two Approaches Based on Sparse Decompositions.
633-640
- M. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Separation of Mixed Audio Signals by Source Localization and Binary Masking with Hilbert Spectrum.
641-648
- Yoshimitsu Mori, Hiroshi Saruwatari, Tomoya Takatani, Kiyohiro Shikano, Takashi Hiekata, Takashi Morita:
ICA and Binary-Mask-Based Blind Source Separation with Small Directional Microphones.
649-657
- Hyung-Min Park, Jong-Hwan Lee, Sang-Hoon Oh, Soo-Young Lee:
Blind Deconvolution with Sparse Priors on the Deconvolution Filters.
658-665
- R. Mitchell Parry, Irfan A. Essa:
Estimating the Spatial Position of Spectral Components in Audio.
666-673
- Michael Pedersen, DeLiang Wang, Jan Larsen, Ulrik Kjems:
Separating Underdetermined Convolutive Speech Mixtures.
674-681
- Matthieu Puigt, Yannick Deville:
Two Time-Frequency Ratio-Based Blind Source Separation Methods for Time-Delayed Mixtures.
682-690
- Hiroshi Sawada, Shoko Araki, Ryo Mukai, Shoji Makino:
On Calculating the Inverse of Separation Matrix in Frequency-Domain Blind Source Separation.
691-699
- Mikkel N. Schmidt, Morten Mørup:
Nonnegative Matrix Factor 2-D Deconvolution for Blind Single Channel Source Separation.
700-707
- Liran Shen, Xueyao Li, Qingbo Yin, Huiqiang Wang:
Speech Enhancement in Short-Wave Channel Based on ICA in Empirical Mode Decomposition Domain.
708-713
- Pedro Gómez Vilda, Francisco Díaz Pérez, Rafael Martínez, Raul Malutan, María Victoria Rodellar Biarge, Carlos García Puntonet:
Robust Preprocessing of Gene Expression Microarrays for Independent Component Analysis.
714-721
- Emmanuel Vincent, Mark D. Plumbley:
Single-Channel Mixture Decomposition Using Bayesian Harmonic Models.
722-730
- Kun Zhang, Lai-Wan Chan:
Enhancement of Source Independence for Blind Source Separation.
731-738
- Yong-Rui Zheng, Qiu-Hua Lin, Fuliang Yin, Hualou Liang:
Speech Enhancement Using ICA with EMD-Based Reference.
739-746
Theory
- Frédéric Vrins, Deniz Erdogmus, Christian Jutten, Michel Verleysen:
Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS).
747-754
- Abdeldjalil Aïssa-El-Bey, Karim Abed-Meraim, Yves Grenier:
On the Identifiability Testing in Blind Source Separation Using Resampling Technique.
755-764
- Chunqi Chang, Peter Chin Wan Fung, Yeung Sam Hung:
On a Sparse Component Analysis Approach to Blind Source Separation.
765-772
- Chen Wei, Li Chin Khor, Wai Lok Woo, Satnam Singh Dlay:
Post-nonlinear Underdetermined ICA by Bayesian Statistics.
773-780
- Scott C. Douglas:
Relationships Between the FastICA Algorithm and the Rayleigh Quotient Iteration.
781-789
- Scott C. Douglas, Zhijian Yuan, Erkki Oja:
Average Convergence Behavior of the FastICA Algorithm for Blind Source Separation.
790-798
- Torbjørn Eltoft, Taesu Kim, Te-Won Lee:
Multivariate Scale Mixture of Gaussians Modeling.
799-806
- Pando G. Georgiev, Danielle Nuzillard, Anca L. Ralescu:
Sparse Deflations in Blind Signal Separation.
807-814
- Gen Hori:
Global Analysis of Log Likelihood Criterion.
815-822
- Tian Lan, Yonghong Huang, Deniz Erdogmus:
A Comparison of Linear ICA and Local Linear ICA for Mutual Information Based Feature Ranking.
823-830
- Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Cuntai Guan:
Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation.
831-837
- Jinwen Ma, Zhe Chen, Shun-ichi Amari:
Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition.
838-845
- António R. C. Paiva, Jian-Wu Xu, José Carlos Príncipe:
Kernel Principal Components Are Maximum Entropy Projections.
846-853
- Jason A. Palmer, Kenneth Kreutz-Delgado, Scott Makeig:
Super-Gaussian Mixture Source Model for ICA.
854-861
- Maciej Pedzisz, Ali Mansour:
Instantaneous MISO Separation of BPSK Sources.
862-867
- Dinh-Tuan Pham:
Blind Partial Separation of Instantaneous Mixtures of Sources.
868-875
- Mohamed Sahmoudi, Moeness G. Amin, Karim Abed-Meraim, Adel Belouchrani:
Contrast Functions for Blind Source Separation Based on Time-Frequency Information-Theory.
876-884
- Zeyong Shan, Selin Aviyente:
Information-Theoretic Nonstationary Source Separation.
885-892
- Hao Shen, Knut Hüper:
Local Convergence Analysis of FastICA.
893-900
- Shohei Shimizu, Aapo Hyvärinen, Yutaka Kano, Patrik O. Hoyer, Antti J. Kerminen:
Testing Significance of Mixing and Demixing Coefficients in ICA.
901-908
- Zoltán Szabó, Barnabás Póczos, András Lörincz:
Cross-Entropy Optimization for Independent Process Analysis.
909-916
- Fabian J. Theis, Motoaki Kawanabe:
Uniqueness of Non-Gaussian Subspace Analysis.
917-925
- Jingyi Zhang, Li Chin Khor, Wai Lok Woo, Satnam Singh Dlay:
A Maximum Likelihood Approach to Nonlinear Convolutive Blind Source Separation.
926-933
Visual and Sensory Processing
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