Front matter
1-8
Stationary Subspace Analysis
Paul von Bünau, Frank C. Meinecke and Klaus-Robert Müller
9-16
Reference Based Contrast Functions in a Semi-blind Context
Marc Castella and Eric Moreau
17-24
On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering
Charles Casimiro Cavalcante and João M. T. Romano
25-33
Blind Separation of Cyclostationary Signals
Nhat Anh Cheviet, Mohamed El Badaoui, Adel Belouchrani and Francois Guillet
34-41
A Novel Subspace Clustering Method for Dictionary Design
B. Vikrham Gowreesunker and Ahmed H. Tewfik
42-49
Comparison of Two Main Approaches to Joint SVD
Gen Hori
50-57
Optimal Performance of Second-Order Multidimensional ICA
Dana Lahat, Jean-François Cardoso and Hagit Messer
58-65
Using Signal Invariants to Perform Nonlinear Blind Source Separation
David N. Levin
66-73
Bayesian Robust PCA for Incomplete Data
Jaakko Luttinen, Alexander Ilin and Juha Karhunen
74-81
Independent Component Analysis (ICA) Using Pearsonian Density Function
Abhijit Mandal and Arnab Chakraborty
82-89
An Analysis of Unsupervised Signal Processing Methods in the Context of Correlated Sources
Aline Neves, Cristina Wada, Ricardo Suyama, Romis Attux and João M. T. Romano
90-97
Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures
Jason A. Palmer, Ken Kreutz-Delgado and Scott Makeig
98-105
Modeling the Short Time Fourier Transform Ratio and Application to Underdetermined Audio Source Separation
Dinh-Tuan Pham, Zaher El-Chami, Alexandre Guérin and Christine Servière
106-113
Minimum Determinant Constraint for Non-negative Matrix Factorization
Reinhard Schachtner, Gerhard Pöppel, Ana Maria Tomé and Elmar W. Lang
114-121
Separation of Convolutive Mixtures with Hybrid Sources
Christine Servière
122-129
Blind Extraction of Chaotic Sources from White Gaussian Noise Based on a Measure of Determinism
Diogo C. Soriano, Ricardo Suyama and Romis Attux
130-137
Estimating Squared-Loss Mutual Information for Independent Component Analysis
Taiji Suzuki and Masashi Sugiyama
138-145
Complete Blind Subspace Deconvolution
Zoltán Szabó
146-153
Fast Parallel Estimation of High Dimensional Information Theoretical Quantities with Low Dimensional Random Projection Ensembles
Zoltán Szabó and András Lőrincz
154-162
Theoretical Analysis and Comparison of Several Criteria on Linear Model Dimension Reduction
Shikui Tu and Lei Xu
163-170
Factor Analysis as Data Matrix Decomposition: A New Approach for Quasi-Sphering in Noisy ICA
Steffen Unkel and Nickolay T. Trendafilov
171-178
Signal Subspace Separation Based on the Divergence Measure of a Set of Wavelets Coefficients
Vincent Vigneron and Aurélien Hazan
179-186
ICA by Maximizing Non-stability
Baijie Wang, Ercan E. Kuruoglu and Junying Zhang
187-194
On Optimal Selection of Correlation Matrices for Matrix-Pencil-Based Separation
Arie Yeredor
195-202
ICA with Sparse Connections: Revisited
Kun Zhang, Heng Peng, Laiwan Chan and Aapo Hyvärinen
203-210
Source Separation of Phase-Locked Subspaces
Miguel Almeida and Ricardo Vigário
211-218
Online Subband Blind Source Separation for Convolutive Mixtures Using a Uniform Filter Bank with Critical Sampling
Paulo B. Batalheiro, Mariane R. Petraglia and Diego B. Haddad
219-226
Cebysev Coefficients – Based Algorithm for Estimating the ICA Model
Doru Constantin
227-234
Histogram Based Blind Identification and Source Separation from Linear Instantaneous Mixtures
Konstantinos I. Diamantaras and Theophilos Papadimitriou
235-242
Blind Source Separation of Post-Nonlinear Mixtures Using Evolutionary Computation and Gaussianization
Tiago M. Dias, Romis Attux, João M. T. Romano and Ricardo Suyama
243-250
Adapted Deflation Approach for Referenced Contrast Optimization in Blind MIMO Convolutive Source Separation
Rémi Dubroca, Christophe De Luigi and Eric Moreau
251-258
Blind Order Detection and Parameter Estimation of MISO-FIR Channels
Carlos Estêvão R. Fernandes, Pierre Comon and Gérard Favier
259-266
Hierarchical Extraction of Independent Subspaces of Unknown Dimensions
Peter Gruber, Harold W. Gutch and Fabian J. Theis
267-273
On IIR Filters and Convergence Acceleration for Convolutive Blind Source Separation
Diego B. Haddad, Mariane R. Petraglia and Paulo B. Batalheiro
274-281
A Cascade System for Solving Permutation and Gain Problems in Frequency-Domain BSS
Daniel Iglesia, Héctor J. Pérez-Iglesias and Adriana Dapena
282-289
A Method for Filter Shaping in Convolutive Blind Source Separation
Radoslaw Mazur and Alfred Mertins
290-297
Cumulative State Coherence Transform for a Robust Two-Channel Multiple Source Localization
Francesco Nesta, Piergiorgio Svaizer and Maurizio Omologo
298-305
Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint
Dinh-Tuan Pham and Marco Congedo
306-313
Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures
Matthieu Puigt and Yannick Deville
314-321
Blind Non-stationnary Sources Separation by Sparsity in a Linear Instantaneous Mixture
Bertrand Rivet
322-329
Blind Separation of Noisy Mixtures of Non-stationary Sources Using Spectral Decorrelation
Hicham Saylani, Shahram Hosseini and Yannick Deville
330-337
Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints
Paris Smaragdis, Madhusudana Shashanka, Bhiksha Raj and Gautham J. Mysore
338-345
A Sparsity-Based Method to Solve Permutation Indeterminacy in Frequency-Domain Convolutive Blind Source Separation
Prasad Sudhakar and Rémi Gribonval
346-353
Canonical Dual Approach to Binary Factor Analysis
Ke Sun, Shikui Tu, David Yang Gao and Lei Xu
354-361
Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold
Fabian J. Theis, Thomas P. Cason and P. -A. Absil
362-370
Estimating Phase Linearity in the Frequency-Domain ICA Demixing Matrix
Keisuke Toyama and Mark D. Plumbley
371-378
Nonlinear Blind Source Deconvolution Using Recurrent Prediction-Error Filters and an Artificial Immune System
Cristina Wada, Douglas M. Consolaro, Rafael Ferrari, Ricardo Suyama and Romis Attux, et al.
379-386
Arabica: Robust ICA in a Pipeline
Jarkko Ylipaavalniemi and Jyri Soppela
387-394
Estimating Hidden Influences in Metabolic and Gene Regulatory Networks
Florian Blöchl and Fabian J. Theis
395-402
Nonnegative Network Component Analysis by Linear Programming for Gene Regulatory Network Reconstruction
Chunqi Chang, Zhi Ding and Yeung Sam Hung
403-410
ICA-Based Method for Quantifying EEG Event-Related Desynchronization
Danton Diego Ferreira, Antônio Maurício Ferreira Leite Miranda de Sá, Augusto Santiago Cerqueira and José Manoel de Seixas
411-418
Localization of Generalized Discharge Sources in Patients with Juvenile Myoclonic Epilepsy Using Independent Components Analysis
Sidcley P. Gomes, Patrícia da Silva Sousa-Carvalho, Enio Aguiar, Anderson B. Silva and Fábio M. Braga, et al.
419-426
Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings
Cédric Gouy-Pailler, Reza Sameni, Marco Congedo and Christian Jutten
427-434
Denoising Single Trial Event Related Magnetoencephalographic Recordings
Elina Karp, Lauri Parkkonen and Ricardo Vigário
435-442
Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis
Ingo R. Keck, Volker Fischer, Carlos G. Puntonet and Elmar W. Lang
443-450
Non-independent BSS: A Model for Evoked MEG Signals with Controllable Dependencies
Florian Kohl, Gerd Wübbeler, Dorothea Kolossa, Clemens Elster and Markus Bär, et al.
451-458
Atrial Activity Extraction Based on Statistical and Spectral Features
Raúl Llinares, Jorge Igual, Addisson Salazar, Julio Miró-Borrás and Arturo Serrano
459-466
Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings
Michal Natora, Felix Franke, Matthias Munk and Klaus Obermayer
467-474
BSS-Based Feature Extraction for Skin Lesion Image Classification
Hans Georg Stockmeier, Heidi Bäcker, Wolfgang Bäumler and Elmar W. Lang
475-482
Spike Detection and Sorting: Combining Algebraic Differentiations with ICA
Zoran Tiganj and Mamadou Mboup
483-490
Segmentation of Natural and Man-Made Structures by Independent Component Analysis
André Cavalcante, Fausto Lucena, Allan Kardec Barros, Yoshinori Takeuchi and Noboru Ohnishi
491-498
Topographic Independent Component Analysis Based on Fractal and Morphology Applied to Texture Segmentation
Klaus Fabian Côco, Evandro Ottoni Teatini Salles and Mário Sarcinelli-Filho
499-506
Image Source Separation Using Color Channel Dependencies
Koray Kayabol, Ercan E. Kuruoglu and Bulent Sankur
507-514
Learning Natural Image Structure with a Horizontal Product Model
Urs Köster, Jussi T. Lindgren, Michael Gutmann and Aapo Hyvärinen
515-522
Estimating Markov Random Field Potentials for Natural Images
Urs Köster, Jussi T. Lindgren and Aapo Hyvärinen
523-531
Blind Source Separation with Spatio-Spectral Sparsity Constraints – Application to Hyperspectral Data Analysis
Yassir Moudden, Jerome Bobin, Jean-Luc Starck and Jalal Fadili
532-539
Image Coding and Compression with Sparse 3D Discrete Cosine Transform
Hamid Palangi, Aboozar Ghafari, Massoud Babaie-Zadeh and Christian Jutten
540-547
Bayesian Non-negative Matrix Factorization
Mikkel N. Schmidt, Ole Winther and Lars Kai Hansen
548-556
Blind Decomposition of Spectral Imaging Microscopy: A Study on Artificial and Real Test Data
Fabian J. Theis, Richard Neher and Andre Zeug
557-564
Image Denoising Using Sparse Representations
SeyyedMajid Valiollahzadeh, Hamed Firouzi, Massoud Babaie-Zadeh and Christian Jutten
565-572
Target Speech Enhancement in Presence of Jammer and Diffuse Background Noise
Jani Even, Hiroshi Saruwatari and Kiyohiro Shikano
573-580
Constructing Time-Frequency Dictionaries for Source Separation via Time-Frequency Masking and Source Localisation
Ruairí de Fréin, Scott T. Rickard and Barak A. Pearlmutter
581-588
Time Frequency Masking Strategy for Blind Source Separation of Acoustic Signals Based on Optimally-Modified LOG-Spectral Amplitude Estimator
Eugen Hoffmann, Dorothea Kolossa and Reinhold Orglmeister
589-596
Solving the Acoustic Echo Cancellation Problem in Double-Talk Scenario Using Non-Gaussianity of the Near-End Signal
Intae Lee, Charles E. Kinney, Bowon Lee and Antonius A. C. M. Kalker
597-604
An ICA-Based Method for Blind Source Separation in Sparse Domains
Everton Z. Nadalin, Ricardo Suyama and Romis Attux
605-612
Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation
Andrew Nesbit, Emmanuel Vincent and Mark D. Plumbley
613-620
Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources
Matthieu Puigt, Emmanuel Vincent and Yannick Deville
621-628
Limitations of the Spectrum Masking Technique for Blind Source Separation
Gustavo Fernandes Rodrigues and Hani Camille Yehia
629-636
Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation
Auxiliadora Sarmiento, Sergio Cruces and Iván Durán
637-645
Audio Watermark Detection Using Undetermined ICA
Jongwon Seok and Hafiz Malik
646-653
Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation
Tuomas Virtanen and Ali Taylan Cemgil
654-661
An Implementation of Floral Scent Recognition System Using ICA Combined with Correlation Coefficients
Byeong-Geun Cheon, Yong-Wan Roh, Dong-Ju Kim and Kwang-Seok Hong
662-669
Ion-Selective Electrode Array Based on a Bayesian Nonlinear Source Separation Method
Leonardo Tomazeli Duarte, Christian Jutten and Saïd Moussaoui
670-677
A Robust and Precise Solution to Permutation Indeterminacy and Complex Scaling Ambiguity in BSS-Based Blind MIMO-OFDM Receiver
Mahdi Khosravy, Mohammad Reza Alsharif, Bin Guo, Hai Lin and Katsumi Yamashita
678-685
Underdetermined BSS of MISO OSTBC Signals
Ali Mansour, Joe Youssef and Koffi-Clement Yao
686-693
Narrow-Band Short-Time Frequency-Domain Blind Signal Separation of Passive Sonar Signals
Natanael N. de Moura, Eduardo F. Simas Filho and José M. de Seixas
694-701
Blind Channel Identification in (2 ×1) Alamouti Coded Systems Based on Maximizing the Eigenvalue Spread of Cumulant Matrices
Héctor J. Pérez-Iglesias, Daniel Iglesia, Adriana Dapena and Vicente Zarzoso
702-709
ICA Mixture Modeling for the Classification of Materials in Impact-Echo Testing
Addisson Salazar, Arturo Serrano, Raúl Llinares, Luis Vergara and Jorge Igual
710-717
Binary Nonnegative Matrix Factorization Applied to Semi-conductor Wafer Test Sets
Reinhard Schachtner, Gerhard Pöppel and Elmar W. Lang
718-725
High-Energy Particles Online Discriminators Based on Nonlinear Independent Components
Eduardo F. Simas Filho, José M. de Seixas and Luiz P. Calôba
726-733
Network Traffic Flow Separation and Control Through a Hybrid ICA-Fuzzy Adaptive Algorithm
Flávio Henrique Teles Vieira, Lígia Maria Carvalho Sousa, George E. Bozinis, Wesley F. de Miranda and Charles Casimiro Cavalcante
734-741
The 2008 Signal Separation Evaluation Campaign: A Community-Based Approach to Large-Scale Evaluation
Emmanuel Vincent, Shoko Araki and Pau Bofill
742-750
Stereo Source Separation and Source Counting with MAP Estimation with Dirichlet Prior Considering Spatial Aliasing Problem
Shoko Araki, Tomohiro Nakatani, Hiroshi Sawada and Shoji Makino
751-758
Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation
Simon Arberet, Alexey Ozerov, Rémi Gribonval and Frédéric Bimbot
759-766
Application of Two Time-Domain Convolutive Blind Source Separation Algorithms to the 2008 Signal Separation Evaluation Campaign (SiSEC) Data
Scott C. Douglas
767-774
Permutation Correction in Blind Source Separation Using Sliding Subband Likelihood Function
Intae Lee
775-782
Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling
Emmanuel Vincent, Simon Arberet and Rémi Gribonval
Back matter