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8. ICA 2009: Paraty, Brazil
- Tülay Adali, Christian Jutten, João Marcos Travassos Romano, Allan Kardec Barros
:
Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings. Lecture Notes in Computer Science 5441, Springer 2009, ISBN 978-3-642-00598-5
Theory
- Paul von Bünau, Frank C. Meinecke, Klaus-Robert Müller
Stationary Subspace Analysis. 1-8 - Marc Castella, Eric Moreau:
Reference Based Contrast Functions in a Semi-blind Context. 9-16 - Charles Casimiro Cavalcante
On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering. 17-24 - Nhat Anh Cheviet, Mohamed El Badaoui
Blind Separation of Cyclostationary Signals. 25-33 - B. Vikrham Gowreesunker, Ahmed H. Tewfik:
A Novel Subspace Clustering Method for Dictionary Design. 34-41 - Gen Hori:
Comparison of Two Main Approaches to Joint SVD. 42-49 - Dana Lahat, Jean-François Cardoso
Optimal Performance of Second-Order Multidimensional ICA. 50-57 - David N. Levin:
Using Signal Invariants to Perform Nonlinear Blind Source Separation. 58-65 - Jaakko Luttinen, Alexander Ilin, Juha Karhunen:
Bayesian Robust PCA for Incomplete Data. 66-73 - Abhijit Mandal, Arnab Chakraborty:
Independent Component Analysis (ICA) Using Pearsonian Density Function. 74-81 - Aline Neves
An Analysis of Unsupervised Signal Processing Methods in the Context of Correlated Sources. 82-89 - Jason A. Palmer, Kenneth Kreutz-Delgado, Scott Makeig:
Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures. 90-97 - Dinh-Tuan Pham, Zaher El-Chami, Alexandre Guérin, Christine Servière:
Modeling the Short Time Fourier Transform Ratio and Application to Underdetermined Audio Source Separation. 98-105 - Reinhard Schachtner, Gerhard Pöppel, Ana Maria Tomé
Minimum Determinant Constraint for Non-negative Matrix Factorization. 106-113 - Christine Servière:
Separation of Convolutive Mixtures with Hybrid Sources. 114-121 - Diogo C. Soriano
Blind Extraction of Chaotic Sources from White Gaussian Noise Based on a Measure of Determinism. 122-129 - Taiji Suzuki, Masashi Sugiyama:
Estimating Squared-Loss Mutual Information for Independent Component Analysis. 130-137 - Zoltán Szabó:
Complete Blind Subspace Deconvolution. 138-145 - Zoltán Szabó, András Lörincz
Fast Parallel Estimation of High Dimensional Information Theoretical Quantities with Low Dimensional Random Projection Ensembles. 146-153 - Shikui Tu, Lei Xu:
Theoretical Analysis and Comparison of Several Criteria on Linear Model Dimension Reduction. 154-162 - Steffen Unkel, Nickolay T. Trendafilov
Factor Analysis as Data Matrix Decomposition: A New Approach for Quasi-Sphering in Noisy ICA. 163-170 - Vincent Vigneron
Signal Subspace Separation Based on the Divergence Measure of a Set of Wavelets Coefficients. 171-178 - Baijie Wang, Ercan E. Kuruoglu
ICA by Maximizing Non-stability. 179-186 - Arie Yeredor:
On Optimal Selection of Correlation Matrices for Matrix-Pencil-Based Separation. 187-194 - Kun Zhang, Heng Peng
ICA with Sparse Connections: Revisited. 195-202
Algorithms and Architectures
- Miguel S. B. Almeida, Ricardo Vigário
Source Separation of Phase-Locked Subspaces. 203-210 - Paulo Bulkool Batalheiro, Mariane R. Petraglia, Diego B. Haddad
Online Subband Blind Source Separation for Convolutive Mixtures Using a Uniform Filter Bank with Critical Sampling. 211-218 - Doru Constantin:
Cebysev Coefficients - Based Algorithm for Estimating the ICA Model. 219-226 - Konstantinos I. Diamantaras
Histogram Based Blind Identification and Source Separation from Linear Instantaneous Mixtures. 227-234 - Tiago M. Dias, Romis Ribeiro Faissol Attux, João Marcos Travassos Romano, Ricardo Suyama:
Blind Source Separation of Post-Nonlinear Mixtures Using Evolutionary Computation and Gaussianization. 235-242 - Rémi Dubroca, Christophe De Luigi, Eric Moreau:
Adapted Deflation Approach for Referenced Contrast Optimization in Blind MIMO Convolutive Source Separation. 243-250 - Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier:
Blind Order Detection and Parameter Estimation of MISO-FIR Channels. 251-258 - Peter Gruber, Harold W. Gutch, Fabian J. Theis
Hierarchical Extraction of Independent Subspaces of Unknown Dimensions. 259-266 - Diego B. Haddad
On IIR Filters and Convergence Acceleration for Convolutive Blind Source Separation. 267-273 - Daniel I. Iglesia, Héctor J. Pérez-Iglesias, Adriana Dapena
A Cascade System for Solving Permutation and Gain Problems in Frequency-Domain BSS. 274-281 - Radoslaw Mazur, Alfred Mertins:
A Method for Filter Shaping in Convolutive Blind Source Separation. 282-289 - Francesco Nesta, Piergiorgio Svaizer
Cumulative State Coherence Transform for a Robust Two-Channel Multiple Source Localization. 290-297 - Dinh-Tuan Pham, Marco Congedo:
Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint. 298-305 - Matthieu Puigt
Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures. 306-313 - Bertrand Rivet:
Blind Non-stationnary Sources Separation by Sparsity in a Linear Instantaneous Mixture. 314-321 - Hicham Saylani, Shahram Hosseini, Yannick Deville:
Blind Separation of Noisy Mixtures of Non-stationary Sources Using Spectral Decorrelation. 322-329 - Paris Smaragdis, Madhusudana V. S. Shashanka
Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints. 330-337 - Prasad Sudhakar, Rémi Gribonval:
A Sparsity-Based Method to Solve Permutation Indeterminacy in Frequency-Domain Convolutive Blind Source Separation. 338-345 - Ke Sun, Shikui Tu, David Yang Gao, Lei Xu:
Canonical Dual Approach to Binary Factor Analysis. 346-353 - Fabian J. Theis
Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold. 354-361 - Keisuke Toyama
Estimating Phase Linearity in the Frequency-Domain ICA Demixing Matrix. 362-370 - Cristina Wada, Douglas M. Consolaro, Rafael Ferrari
Nonlinear Blind Source Deconvolution Using Recurrent Prediction-Error Filters and an Artificial Immune System. 371-378 - Jarkko Ylipaavalniemi
Arabica: Robust ICA in a Pipeline. 379-386
Biomedical Applications
- Florian Blöchl, Fabian J. Theis
Estimating Hidden Influences in Metabolic and Gene Regulatory Networks. 387-394 - Chunqi Chang
Nonnegative Network Component Analysis by Linear Programming for Gene Regulatory Network Reconstruction. 395-402 - Danton Diego Ferreira
ICA-Based Method for Quantifying EEG Event-Related Desynchronization. 403-410 - Sidcley P. Gomes, Patrícia da Silva Sousa-Carvalho, Enio Aguiar, Anderson B. Silva, Fábio M. Braga, Allan Kardec Barros
Localization of Generalized Discharge Sources in Patients with Juvenile Myoclonic Epilepsy Using Independent Components Analysis. 411-418 - Cédric Gouy-Pailler, Reza Sameni
Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings. 419-426 - Elina Karp, Lauri Parkkonen, Ricardo Vigário
Denoising Single Trial Event Related Magnetoencephalographic Recordings. 427-434 - Ingo R. Keck
Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis. 435-442 - Florian Kohl, Gerd Wübbeler, Dorothea Kolossa
Non-independent BSS: A Model for Evoked MEG Signals with Controllable Dependencies. 443-450 - Raul Llinares, Jorge Igual, Addisson Salazar
Atrial Activity Extraction Based on Statistical and Spectral Features. 451-458 - Michal Natora, Felix Franke
Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings. 459-466 - Hans Georg Stockmeier, Heidi Bäcker, Wolfgang Bäumler, Elmar Wolfgang Lang:
BSS-Based Feature Extraction for Skin Lesion Image Classification. 467-474 - Zoran Tiganj, Mamadou Mboup:
Spike Detection and Sorting: Combining Algebraic Differentiations with ICA. 475-482
Image Processing
- André Borges Cavalcante, Fausto Lucena
Segmentation of Natural and Man-Made Structures by Independent Component Analysis. 483-490 - Klaus Fabian Côco, Evandro Ottoni Teatini Salles
Topographic Independent Component Analysis Based on Fractal and Morphology Applied to Texture Segmentation. 491-498 - Koray Kayabol, Ercan E. Kuruoglu
Image Source Separation Using Color Channel Dependencies. 499-506 - Urs Köster, Jussi T. Lindgren, Michael Gutmann, Aapo Hyvärinen
Learning Natural Image Structure with a Horizontal Product Model. 507-514 - Urs Köster, Jussi T. Lindgren, Aapo Hyvärinen:
Estimating Markov Random Field Potentials for Natural Images. 515-522 - Yassir Moudden, Jérôme Bobin, Jean-Luc Starck
Blind Source Separation with Spatio-SpectralSparsity Constraints - Application to Hyperspectral Data Analysis. 523-531 - Hamid Palangi, Aboozar Ghafari, Massoud Babaie-Zadeh, Christian Jutten:
Image Coding and Compression with Sparse 3D Discrete Cosine Transform. 532-539 - Mikkel N. Schmidt
Bayesian Non-negative Matrix Factorization. 540-547 - Fabian J. Theis
Blind Decomposition of Spectral Imaging Microscopy: A Study on Artificial and Real Test Data. 548-556 - Seyyed Majid Valiollahzadeh, Hamed Firouzi, Massoud Babaie-Zadeh, Christian Jutten:
Image Denoising Using Sparse Representations. 557-564
Speech and Audio Processing
- Jani Even, Hiroshi Saruwatari, Kiyohiro Shikano:
Target Speech Enhancement in Presence of Jammer and Diffuse Background Noise. 565-572 - Ruairí de Fréin, Scott T. Rickard, Barak A. Pearlmutter
Constructing Time-Frequency Dictionaries for Source Separation via Time-Frequency Masking and Source Localisation. 573-580 - Eugen Hoffmann, Dorothea Kolossa
Time Frequency Masking Strategy for Blind Source Separation of Acoustic Signals Based on Optimally-Modified LOG-Spectral Amplitude Estimator. 581-588 - Intae Lee, Charles E. Kinney, Bowon Lee, Antonius A. C. M. Kalker:
Solving the Acoustic Echo Cancellation Problem in Double-Talk Scenario Using Non-Gaussianity of the Near-End Signal. 589-596 - Everton Z. Nadalin
An ICA-Based Method for Blind Source Separation in Sparse Domains. 597-604 - Andrew Nesbit, Emmanuel Vincent, Mark D. Plumbley
Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation. 605-612 - Matthieu Puigt
Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources. 613-620 - Gustavo Fernandes Rodrigues, Hani Camille Yehia
Limitations of the Spectrum Masking Technique for Blind Source Separation. 621-628 - Auxiliadora Sarmiento
Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation. 629-636 - Jongwon Seok, Hafiz Malik
Audio Watermark Detection Using Undetermined ICA. 637-645 - Tuomas Virtanen, Ali Taylan Cemgil
Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation. 646-653
Other Applications
- Byeong-Geun Cheon, Yong-Wan Roh, Dong-Ju Kim, Kwang-Seok Hong:
An Implementation of Floral Scent Recognition System Using ICA Combined with Correlation Coefficients. 654-661 - Leonardo Tomazeli Duarte
Ion-Selective Electrode Array Based on a Bayesian Nonlinear Source Separation Method. 662-669 - Mahdi Khosravy, Mohammad Reza Alsharif, Bin Guo, Hai Lin, Katsumi Yamashita:
A Robust and Precise Solution to Permutation Indeterminacy and Complex Scaling Ambiguity in BSS-Based Blind MIMO-OFDM Receiver. 670-677 - Ali Mansour, Joe Youssef, Koffi Clément Yao:
Underdetermined BSS of MISO OSTBC Signals. 678-685 - Natanael N. de Moura
Narrow-Band Short-Time Frequency-Domain Blind Signal Separation of Passive Sonar Signals. 686-693 - Héctor J. Pérez-Iglesias, Daniel I. Iglesia, Adriana Dapena
Blind Channel Identification in (2 ×1) Alamouti Coded Systems Based on Maximizing the Eigenvalue Spread of Cumulant Matrices. 694-701 - Addisson Salazar
ICA Mixture Modeling for the Classification of Materials in Impact-Echo Testing. 702-709 - Reinhard Schachtner, Gerhard Pöppel, Elmar Wolfgang Lang:
Binary Nonnegative Matrix Factorization Applied to Semi-conductor Wafer Test Sets. 710-717 - Eduardo F. Simas Filho
High-Energy Particles Online Discriminators Based on Nonlinear Independent Components. 718-725 - Flávio Henrique Vieira Teles
Network Traffic Flow Separation and Control Through a Hybrid ICA-Fuzzy Adaptive Algorithm. 726-733
Special Session on Evaluation
- Emmanuel Vincent, Shoko Araki
The 2008 Signal Separation Evaluation Campaign: A Community-Based Approach to Large-Scale Evaluation. 734-741 - Shoko Araki
Stereo Source Separation and Source Counting with MAP Estimation with Dirichlet Prior Considering Spatial Aliasing Problem. 742-750 - Simon Arberet, Alexey Ozerov, Rémi Gribonval, Frédéric Bimbot:
Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation. 751-758 - Scott C. Douglas
Application of Two Time-Domain Convolutive Blind Source Separation Algorithms to the 2008 Signal Separation Evaluation Campaign (SiSEC) Data. 759-766 - Intae Lee:
Permutation Correction in Blind Source Separation Using Sliding Subband Likelihood Function. 767-774 - Emmanuel Vincent, Simon Arberet, Rémi Gribonval:
Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling. 775-782
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