Invited Talk 1: Scott C. Douglas (Southern Methodist University)
[IT-1]
Blind Source Separation and Independent Component Analysis: A Crossroads of Tools and Ideas
(Abst)(PDF)(PS) Scott C. Douglas, pp.1-10
Lecture 1A: Theory and Fundamentals
[L1A-1]
Blind Separation of Positive Sources using Non-Negative PCA
(Abst)(PDF) Erkki Oja, Mark Plumbley, pp.11-16 [L1A-2]
Fast Algorithm for Estimating Mutual Information, Entropies and Score Functions
(Abst)(PDF) Dinh-Tuan Pham, pp.17-22 [L1A-3]
Identifiability and Separability of Linear ICA Models Revisited
(Abst)(PDF) Jan Eriksson, Visa Koivunen, pp.23-27 [L1A-4]
Independent Component Analysis of Largely Underdetermined Mixtures
(Abst)(PDF) Lieven De Lathauwer, Bart De Moor, Joos Vandewalle, Jean-Francois Cardoso, pp.29-33 [L1A-5]
An Orthogonal Matrix Optimization by Dual Cayley Parametrization Technique
(Abst)(PDF) Isao Yamada, Takato Ezaki, pp.35-40 [L1A-6]
A General Framework for Component Estimation
(Abst)(PDF) Jason Allan Palmer, Kenneth Kreutz-Delgado, pp.41-46
Lecture 1B: Biomedical Applications
[L1B-1]
Complex Spectral-Domain Independent Component Analysis of Electroencephalographic Data
(Abst)(PDF) Jörn Anemüller, Terrence J. Sejnowski, Scott Makeig, pp.47-52 [L1B-2]
Independent Component Analysis of Electrogastrogram Data
(Abst)(PDF) Masashi Ohata, Takahiro Matsuomoto, Akio Shigematsu, Kiyotoshi Matsuoka, pp.53-58 [L1B-3]
ICA Applied to Atrial Fibrillation Analysis
(Abst)(PDF) José Joaquín Rieta, Francisco Castells, César Sánchez, Jorge Igual, pp.59-64 [L1B-4]
Modification of ICA for Extracting Blood Vessel-Related Component in Nuclear Medicine: Contrast Function and Nonnegative Constraints
(Abst)(PDF) Mika Naganawa, Yuichi Kimura, Ayumu Matani, pp.65-70 [L1B-5]
Recovery of Constituent Spectra in 3D Chemical Shift Imaging using Non-Negative Matrix Factorization
(Abst)(PDF) Paul Sajda, Shuyan Du, Truman Brown, Lucas Parra, Radka Stoyanova, pp.71-76 [L1B-6]
Blind Separation in Low Frequencies using Wavelet Analysis, Application to Artificial Vision
(Abst)(PDF) Danielle Nuzillard, Sorin Curila, Mircea Curila, pp.77-82
Poster 1A: Theory 1 (Instantaneous Models and Noise)
[P1A-01]
Hierarchical Models of Variance Sources
(Abst)(PDF) Harri Valpola, Markus Harva, Juha Karhunen, pp.83-88 [P1A-02]
Sparse Component Analysis for Blind Source Separation with Less Sensors than Sources
(Abst)(PDF) Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, pp.89-94 [P1A-03]
Considering Temporal Structures in Independent Component Analysis
(Abst)(PDF) Andreas Jung, Andreas Kaiser, pp.95-100 [P1A-04]
Factor Rotation and ICA
(Abst)(PDF) Yutaka Kano, Yusuke Miyamoto, Shohei Shimizu, pp.101-105 [P1A-05]
Variational Bayesian Mixture of Independent Component Analysers for Finding Self-Similar Areas in Images
(Abst)(PDF)(PS) Rizwan Ahmed Choudrey, Stephen Roberts, pp.107-112
[P1A-06]
Faster Training in Nonlinear ICA using MISEP
(Abst)(PDF) Luis B. Almeida, pp.113-118 [P1A-07]
Bounded Approximation for Score Function Selection
(Abst)(PDF)(PS) Vincent Vigneron, Christian Jutten, pp.119-124 [P1A-08]
Measuring Sparseness of Noisy Signals
(Abst)(PDF)(PS) Juha Karvanen, Andrzej Cichocki, pp.125-130 [P1A-09]
Inversion Techniques for Underdetermined BSS in an Arbitrary Number of Dimensions
(Abst)(PDF) Luis Vielva, Yago Pereiro, Deniz Erdogmus, Jose C. Principe, pp.131-136 [P1A-10]
On the Uniqueness of the Minimum of the Information-Theoretic Cost Function for the Separation of Mixtures of Nearly Gaussian Signals
(Abst)(PDF) Riccardo Boscolo, Vwani P. Roychowdhury, pp.137-141 [P1A-11]
Non-Gaussian Source-Filter and Independent Components Generalizations of Spectral Flatness Measure
(Abst)(PDF) Shlomo Dubnov, pp.143-148 [P1A-12]
Analysing ICA Components by Injecting Noise
(Abst)(PDF) Stefan Harmeling, Frank Meinecke, Klaus-Robert Mueller, pp.149-154 [P1A-13]
MLP-Based Source Separation for MLP-Like Nonlinear Mixtures
(Abst)(PDF) Ruben Martin-Clemente, Susana Hornillo-Mellado, Jose I. Acha, Fernando Rojas, Carlos Puntonet, pp.155-160 [P1A-14]
Geometric ICA using Nonlinear Correlation and MDS
(Abst)(PDF) Samer Abdallah, Mark Plumbley, pp.161-166
Poster 1B: Applications 1 (Biomedical and Image)
[P1B-01]
Blind Source Separation of Water Artefacts in NMR Spectra using a Matrix Pencil
(Abst)(PDF) Kurt Stadlthanner, Ana Maria Tomé, Fabian Joachim Theis, Wolfgang Gronwald, Hans-Robert Kalbitzer, Elmar Wolfgang Lang, pp.167-172
[P1B-02]
Independent Component Analysis with Joint Speedup and Supervisory Concept Injection: Applications to Brain fMRI Map Distillation
(Abst)(PDF) Yasuo Matsuyama, Ryo Kawamura, Naoto Katsumata, pp.173-178 [P1B-03]
Removing Artifacts from Atrial Epicardial Signals during Atrial Fibrillation
(Abst)(PDF) Jian-Hung Liu, Tsair Kao, pp.179-183 [P1B-04]
Blind Identification of SEF Dynamics from MEG Data by using Decorrelation Method of ICA
(Abst)(PDF) Kuniharu Kishida, Kenji Kato, Kazuhiro Shinosaki, Satoshi Ukai, pp.185-190 [P1B-05]
Independent Component Analysis as Preprocessing Tool for Decomposition of Surface Electrode-Array Electromyogram
(Abst)(PDF) Gonzalo A. García, Ryouichi Nishitani, Ryuhei Okuno, Kenzo Akazawa, pp.191-196 [P1B-06]
Classification of Single Trial EEG Signals by a Combined Principal + Independent Component Analysis and Probabilistic Neural Network Approach
(Abst)(PDF) Tetsuya Hoya, Gen Hori, Hovagim Bakardjian, Tomoaki Nishimura, Taiji Suzuki, Yoichi Miyawaki, Arao Funase, Jianting Cao, pp.197-202 [P1B-07]
Independent Component Analysis in Spectral Images
(Abst)(PDF) Vladimir Botchko, Elena Berina, Zhanna Korotkaya, Jussi Parkkinen, Timo Jaaskelainen, pp.203-207 [P1B-08]
A Method for Digital Image Watermarking using ICA
(Abst)(PDF) Minfen Shen, Xinjung Zhang, Lisha Sun, Patch J. Beadle, Francis H. Y. Chan, pp.209-214 [P1B-09]
A Digital Watermarking Scheme Based on ICA Detection
(Abst)(PDF) Ju Liu, Xingang Zhang, Jiande Sun, Miguel Angel Lagunas, pp.215-220 [P1B-10]
ICA Aided Linear Spectral Mixture Analysis of Agricultural Remote Sensing Images
(Abst)(PDF) Naoko Kosaka, Yukio Kosugi, pp.221-226 [P1B-11]
Blind Separation of Reflections using Sparse ICA
(Abst)(PDF) Alexander M. Bronstein, Michael M. Bronstein, Michael Zibulevsky, Yehoshua Y. Zeevi, pp.227-232 [P1B-12]
Probability as Metadata: Event Detection in Music using ICA as a Conditional Density Model
(Abst)(PDF) Samer Abdallah, Mark Plumbley, pp.233-238 [P1B-13]
Cell Recognition Based on PCA and Bayesian Classification
(Abst)(PDF) Saeid Sanei, Tracey Mei Kah Lee, pp.239-243
Special Invited Session 1A: Nonlinear ICA and BSS
[SIS1A-1, Invited Paper]
Advances in Nonlinear Blind Source Separation
(Abst)(PDF)(PS) Christian Jutten, Juha Karhunen, pp.245-256 [SIS1A-2]
Nonlinear Independent Factor Analysis by Hierarchical Models
(Abst)(PDF) Harri Valpola, Tomas Östman, Juha Karhunen, pp.257-262 [SIS1A-3]
Quadratic Dependence Measure for Nonlinear Blind Sources Separation
(Abst)(PDF)(PS) Sophie Achard, Dinh-Tuan Pham, Christian Jutten, pp.263-268 [SIS1A-4]
Blind Separation of Post-Nonlinear Mixtures using Gaussianizing Transformations and Temporal Decorrelation
(Abst)(PDF)(PS) Andreas Ziehe, Motoaki Kawanabe, Stefan Harmeling, Klaus-Robert Mueller, pp.269-274 [SIS1A-5]
Nonlinear Geometric ICA
(Abst)(PDF)(PS) Fabian Joachim Theis, Carlos Puntonet, Elmar Wolfgang Lang, pp.275-280
Special Invited Session 1B: Independent Component Analysis of Functional Magnetic Resonance Imaging Data
[SIS1B-1, Invited Paper]
ICA of Functional MRI Data: An Overview
(Abst)(PDF) Vince Calhoun, Tulay Adali, Lars K. Hansen, Jan Larsen, Jim Pekar, pp.281-288 [SIS1B-2]
Consistency of Infomax ICA Decomposition of Functional Brain Imaging Data
(Abst)(PDF) Jeng-Ren Duann, Tzyy-Ping Jung, Scott Makeig, Terrence J. Sejnowski, pp.289-294 [SIS1B-3]
Probabilistic ICA for fMRI - Noise and Inference
(Abst)(PDF) Christian F. Beckmann, Stephen M. Smith, pp.295-300 [SIS1B-4]
Independent Component Analysis of Auditory fMRI Responses
(Abst)(PDF) Fabrizio Esposito, Elia Formisano, Erich Seifritz, Raffaele Elefante, Rainer Goebel, Francesco Di Salle, pp.301-306 [SIS1B-5]
Combining ICA and Cortical Surface Reconstruction in Functional MRI Investigations of Human Brain Functions
(Abst)(PDF) Elia Formisano, Fabrizio Esposito, Francesco Di Salle, Rainer Goebel, pp.307-312
Poster 2A: Convolutive Models 1
[P2A-01]
Non-Square Blind Source Separation under Coherent Noise by Beamforming and Time-Frequency Masking
(Abst)(PDF) Radu Balan, Justinian Rosca, Scott Rickard, pp.313-318 [P2A-02]
Blind Deconvolution of Images using Gabor Filters and Independent Component Analysis
(Abst)(PDF) Shinji Umeyama, pp.319-324
[P2A-03]
Application of Blind Source Separation in Speech Processing for Combined Interference Removal and Robust Speaker Detection using a Two-Microphone Setup
(Abst)(PDF) Erik Visser, Te-Won Lee, pp.325-329 [P2A-04]
Whitening Processing for Blind Separation of Speech Signals
(Abst)(PDF) Yunxin Zhao, Rong Hu, Satoshi Nakamura, pp.331-336 [P2A-05]
Stable Learning Algorithm for Blind Separation of Temporally Correlated Signals Combining Multistage ICA and Linear Prediction
(Abst)(PDF) Tsuyoki Nishikawa, Hiroshi Saruwatari, Kiyohiro Shikano, pp.337-342 [P2A-06]
Blind Separation of Acoustic Mixtures Based on Linear Prediction Analysis
(Abst)(PDF) Kostas Kokkinakis, Vicente Zarzoso, Asoke K. Nandi, pp.343-348 [P2A-07]
A Unified Presentation of Blind Separation Methods for Convolutive Mixtures using Block-Diagonalization
(Abst)(PDF) Cédric Févotte, Christian Doncarli, pp.349-354 [P2A-08]
Speech Extraction Based Upon a Combined Subband Independent Component Analysis and Neural Memory
(Abst)(PDF) Tetsuya Hoya, Allan Kardec Barros, Tomasz Rutkowski, Andrzej Cichocki, pp.355-360 [P2A-09]
Alternative Structures and Power Spectrum Criteria for Blind Segmentation and Separation of Convolutive Speech Mixtures
(Abst)(PDF)(PS) Benoit Albouy, Yannick Deville, pp.361-366 [P2A-10]
Speech Enhancement and Recognition in Car Environment using Blind Source Separation and Subband Elimination Processing
(Abst)(PDF) Hiroshi Saruwatari, Katsuyuki Sawai, Akinobu Lee, Kiyohiro Shikano, Atsunobu Kaminuma, Masao Sakata, pp.367-372 [P2A-11]
Maximum Likelihood Permutation Correction for Convolutive Source Separation
(Abst)(PDF) Wolf Baumann, Dorothea Kolossa, Reinhold Orglmeister, pp.373-378 [P2A-12]
Permutation Correction and Speech Extraction Based on Split Spectrum Through FastICA
(Abst)(PDF) Hiromu Gotanda, Kazuyuki Nobu, Takeshi Koya, Kei-ichi Kaneda, Taka-aki Ishibashi, Naomi Haratani, pp.379-384
Poster 2B: Algorithms 1
[P2B-01]
Independent Component Analysis using Jaynes' Maximum Entropy Principle
(Abst)(PDF) Deniz Erdogmus, Kenneth E. Hild II, Yadunandana N. Rao, Jose C. Principe, pp.385-389 [P2B-02]
A Modification of the Gradient Algorithm for Blind Signal Separation
(Abst)(PDF) Hyung-Min Park, Sang-Hoon Oh, Soo-Young Lee, pp.391-396 [P2B-03]
Using Wold Decomposition Principle in Blind Separation of Joint Stationary Correlated Sources
(Abst)(PDF) Masoud Reza Aghabozorgi, Ali Mohammad Doost-Hoseini, pp.397-402 [P2B-04]
Linear Multilayer ICA Algorithm Integrating Small Local Modules
(Abst)(PDF) Yoshitatsu Matsuda, Kazunori Yamaguchi, pp.403-408
[P2B-05]
On the Convergence Behavior of the FastICA Algorithm
(Abst)(PDF) Scott C. Douglas, pp.409-414 [P2B-06]
Handling Missing Data with Variational Bayesian Learning of ICA
(Abst)(PDF) Kwokleung Chan, Te-Won Lee, Terrence J. Sejnowski, pp.415-420 [P2B-07]
Globally Convergent Newton Algorithms for Blind Decorrelation
(Abst)(PDF) Sergio A. Cruces-Alvarez, Andrzej Cichocki, pp.421-426 [P2B-08]
An Adaptive Nonlinear Function Controlled by Estimated Output PDF for Blind Source Separation
(Abst)(PDF) Kenji Nakayama, Akihiro Hirano, Takayuki Sakai, pp.427-432 [P2B-09]
HOS Criteria & ICA Algorithms Applied to Radar Detection
(Abst)(PDF)(PS) Maher Bouzaien, Ali Mansour, pp.433-438 [P2B-10]
Natural Gradient using Simultaneous Perturbation without Probability Densities for Blind Source Separation
(Abst)(PDF) Yutaka Maeda, Takayuki Maruyama, pp.439-443 [P2B-11]
Blind Source Separation Based on Dual Adaptive Control
(Abst)(PDF) Ding Liu, Xiaoyan Liu, Fucai Qian, Han Liu, pp.445-450 [P2B-12]
Independent Data Decomposition
(Abst)(PDF) Stephen Roberts, Rizwan Ahmed Choudrey, pp.451-456 [P2B-13]
Decorrelation-Based Blind Source Separation Algorithm and Convergence Analysis
(Abst)(PDF) Tiemin Mei, Fuliang Yin, pp.457-461
Lecture 2A: Algorithms (instantaneous linear mixture models)
[L2A-1]
Combining Blind Source Extraction with Joint Approximate Diagonalization: Thin Algorithms for ICA
(Abst)(PDF) Sergio A. Cruces-Alvarez, Andrzej Cichocki, pp.463-468 [L2A-2]
A Linear Least-Squares Algorithm for Joint Diagonalization
(Abst)(PDF)(PS) Andreas Ziehe, Pavel Laskov, Klaus-Robert Mueller, Guido Nolte, pp.469-474 [L2A-3]
Adaptive Selection for Minimum Beta-Divergence Method
(Abst)(PDF) Mihoko Minami, Shinto Eguchi, pp.475-480 [L2A-4]
Two-Phase Nonparametric ICA Algorithm for Blind Separation of Instantaneous Linear Mixtures
(Abst)(PDF) Chin-Jen Ku, Terrence L. Fine, pp.481-486 [L2A-5]
Independent Component Analysis on the Basis of Helmholtz Machine
(Abst)(PDF) Masashi Ohata, Toshiharu Mukai, Kiyotoshi Matsuoka, pp.487-492 [L2A-6]
Blind Source Separation Based on Space-Time-Frequency Diversity
(Abst)(PDF)(PS) Scott Rickard, Radu Balan, Justinian Rosca, pp.493-498
Lecture 2B: Speech Processing
[L2B-1]
Subband Based Blind Source Separation with Appropriate Processing for Each Frequency Band
(Abst)(PDF) Shoko Araki, Shoji Makino, Robert Aichner, Tsuyoki Nishikawa, Hiroshi Saruwatari, pp.499-504 [L2B-2]
A Robust and Precise Method for Solving the Permutation Problem of Frequency-Domain Blind Source Separation
(Abst)(PDF) Hiroshi Sawada, Ryo Mukai, Shoko Araki, Shoji Makino, pp.505-510 [L2B-3]
Separation of Speech Signals with Segmentation of the Impulse Responses under Reverberant Conditions
(Abst)(PDF) Christine Servière, pp.511-516 [L2B-4]
Recursive Method for Blind Source Separation and its Applications to Real-Time Separations of Acoustic Signals
(Abst)(PDF) Shuxue Ding, Toru Hikichi, Teruo Niitsuma, Masahiro Hamatsu, Kazuyoshi Sugai, pp.517-522 [L2B-5]
Multistage ICA for Blind Source Separation of Real Acoustic Convolutive Mixture
(Abst)(PDF) Tsuyoki Nishikawa, Hiroshi Saruwatari, Kiyohiro Shikano, Shoko Araki, Shoji Makino, pp.523-528 [L2B-6]
Single Channel Signal Separation using Maximum Likelihood Subspace Projection
(Abst)(PDF) Gil-Jin Jang, Te-Won Lee, Yung-Hwan Oh, pp.529-534
[IT-2]
Application of ICA to MEG Noise Reduction
(Abst)(PDF) Masaki Kawakatsu, pp.535-541
Poster 3A: Convolutive Models 2
[P3A-01]
Frequency Domain Realization of a Multichannel Blind Deconvolution Algorithm Based on the Natural Gradient
(Abst)(PDF) Marcel Joho, Philip Schniter, pp.543-548 [P3A-02]
Blind Separation and Deconvolution for Real Convolutive Mixture of Temporally Correlated Acoustic Signals using SIMO-Model-Based ICA
(Abst)(PDF) Hiroshi Saruwatari, Tomoya Takatani, Hiroaki Yamajo, Tsuyoki Nishikawa, Kiyohiro Shikano, pp.549-554 [P3A-03]
Multichannel Blind Deconvolution using a Generalized Exponential Source Model
(Abst)(PDF) Liang Suo Ma, Ah Chung Tsoi, pp.555-560
[P3A-04]
Generalized Deflation Algorithms for the Blind Source-Factor Separation of MIMO-FIR Channels
(Abst)(PDF) Mitsuru Kawamoto, Yujiro Inouye, pp.561-566 [P3A-05]
Real-Time Binaural Blind Source Separation
(Abst)(PDF) Changkyu Choi, pp.567-572 [P3A-06]
A Combined Cascading Subspace and Adaptive Signal Enhancement Method for Stereophonic Noise Reduction
(Abst)(PDF) Tetsuya Hoya, Andrzej Cichocki, Toshihisa Tanaka, Gen Hori, Takahiro Murakami, Jonathon A. Chambers, pp.573-578 [P3A-07]
A Fixed-Point ICA Algorithm for Convoluted Speech Signal Separation
(Abst)(PDF) Rajkishore Prasad, Hiroshi Saruwatari, Akinobu Lee, Kiyohiro Shikano, pp.579-584 [P3A-08]
Estimating AR Parameter-Sets for Linear-Recurrent Signals in Convolutive Mixtures
(Abst)(PDF) Masato Miyoshi, pp.585-589 [P3A-09]
Blind Deconvolution and ICA with a Banded Mixing Matrix
(Abst)(PDF) Sam T. Kaplan, Tadeusz J. Ulrych, pp.591-596 [P3A-10]
Blind Source Separation using ICA and Beamforming
(Abst)(PDF) Xuebin Hu, Hidefumi Kobatake, pp.597-602 [P3A-11]
Adaptive Noise Canceling using Convolved Reference Noise Based on Independent Component Analysis
(Abst)(PDF) Taesu Kim, Hyung-Min Park, Soo-Young Lee, pp.603-608
Poster 3B: Algorithms 2
[P3B-01]
Oriented PCA and Blind Signal Separation
(Abst)(PDF)(PS) Konstantinos I. Diamantaras, Theophilos Papadimitriou, pp.609-613 [P3B-02]
Blind Source Separation Based on the Fractional Fourier Transform
(Abst)(PDF)(PS) Sharon Karako-Eilon, Arie Yeredor, David Mendlovic, pp.615-620 [P3B-03]
A One-Bit-Matching Theorem Based Simplified LPM-ICA Algorithm
(Abst)(PDF) Zhi-Yong Liu, Kai-Chun Chiu, Lei Xu, pp.621-626
[P3B-04]
Adaptive Noise Cancellation and Blind Source Separation
(Abst)(PDF) Maria Grazia Jafari, Jonathon A. Chambers, pp.627-632 [P3B-05]
Complex ICA for Direction Finding and Separation of Broadband Sound Sources -- High-Quality Signal Separation using an Inverse Filter --
(Abst)(PDF) Noboru Nakasako, Hisanao Ogura, pp.633-638 [P3B-06]
Improving Algorithm Speed in PNL Mixture Separation and Wiener System Inversion
(Abst)(PDF)(PS) Jordi Solé-Casals, Massoud Babaie-Zadeh, Chrsitian Jutten, Dinh-Tuan Pham, pp.639-644 [P3B-07]
An Online Algorithm for Blind Extraction of Sources with Different Dynamical Structures
(Abst)(PDF) Danilo Mandic, Andrzej Cichocki, pp.645-650 [P3B-08]
Improved Blind Separations of Nonstationary Sources Based on Spatial Time-Frequency Distributions
(Abst)(PDF) Yimin Zhang, Moeness G. Amin, Alan R. Lindsey, pp.651-656 [P3B-09]
Blind Sources Separation by Simultaneous Generalized Referenced Contrasts Diagonalization
(Abst)(PDF)(PS) Abdellah Adib, Eric Moreau, Driss Aboutajdine, pp.657-661 [P3B-10]
Blind Source Separation using Order Statistics
(Abst)(PDF)(PS) Jani Even, Eric Moisan, pp.663-668 [P3B-11]
Deterministic Blind Source Separation for Space Variant Imaging
(Abst)(PDF) Harold Szu, Ivica Kopriva, pp.669-674 [P3B-12]
Blind Separation of Auto-Correlated Images from Noisy Mixtures using MRF Models
(Abst)(PDF) Anna Tonazzini, Luigi Bedini, Ercan E. Kuruoglu, Emanuele Salerno, pp.675-680 [P3B-13]
Blind Inversion of Wiener System using a Minimization-Projection (MP) Approach
(Abst)(PDF)(PS) Massoud Babaie-Zadeh, Jordi Solé-Casals, Christian Jutten, pp.681-686
Special Invited Session 2A: ICA/BSS for Multimedia Signal Processing
[SIS2A-1, Invited Paper]
Independent Component Analysis in Multimedia Modeling
(Abst)(PDF) Jan Larsen, Lars Kai Hansen, Thomas Kolenda, Finn Aarup Nielsen, pp.687-696 [SIS2A-2]
Learning the Semantics of Multimedia Content with Application to Web Image Retrieval and Classification
(Abst)(PDF)(PS) Alexei Vinokourov, David R. Hardoon, John Shawe-Taylor, pp.697-701 [SIS2A-3]
Review of ICA and HOS Methods for Retrieval of Natural Sounds and Sound Effects
(Abst)(PDF) Shlomo Dubnov, Adiel Ben-Shalom, pp.703-708 [SIS2A-4]
Audio/Visual Independent Components
(Abst)(PDF)(PS) Paris Smaragdis, Michael Casey, pp.709-714 [SIS2A-5]
A Tentative Typology of Audio Source Separation Tasks
(Abst)(PDF)(PS) Emmanuel Vincent, Cédric Févotte, Laurent Benaroya, Rémi Gribonval, pp.715-720
Special Invited Session 2B: ICA/BSS for Wireless Communication
[SIS2B-1]
First-Order Differential Beamforming and Joint-Process Estimation for Spatial Source Separation
(Abst)(PDF) Pedro Gómez-Vilda, Victor Nieto-Lluis, Agustín Álvarez-Marquina, Rafael Martínez-Olalla, Francisco Rodríguez-Dapena, Francisco Díaz-Pérez, Victoria Rodellar-Biarge, pp.721-726 [SIS2B-2]
Blind Multi User Detection in DS-CDMA Systems using Natural Gradient Based Symbol Recovery Structures
(Abst)(PDF) Khurram Waheed, Keyur Desai, Fathi M. Salem, pp.727-732 [SIS2B-3]
Blind Identification for Fixed Fragment-Size Packet Transmissions with Distributed Redundancy over Multipath Fading Channels
(Abst)(PDF) Shuichi Ohno, Georgios B. Giannakis, pp.733-738 [SIS2B-4]
Inter-Cell Interference Cancellation in CDMA Array Systems by Independent Component Analysis
(Abst)(PDF) Tapani Ristaniemi, Karthikesh Raju, Juha Karhunen, Erkki Oja, pp.739-744
Poster 4A: Theory 2
[P4A-01]
An Approach of Grouping Decomposed Components
(Abst)(PDF) Daisuke Ito, Takuya Mukai, Noboru Murata, pp.745-750 [P4A-02]
A Statistical Approach to Testing Mutual Independence of ICA Recovered Sources
(Abst)(PDF) Kai-Chun Chiu, Zhi-Yong Liu, Lei Xu, pp.751-756 [P4A-03]
L^2 De-Gaussianization and Independent Component Analysis
(Abst)(PDF) Takeshi Yokoo, Bruce W. Knight, Lawrence Sirovich, pp.757-762 [P4A-04]
Proposals for Performance Measurement in Source Separation
(Abst)(PDF)(PS) Rémi Gribonval, Laurent Benaroya, Emmanuel Vincent, Cédric Févotte, pp.763-768
[P4A-05]
Generation of Correlated Non-Gaussian Random Variables from Independent Components
(Abst)(PDF)(PS) Juha Karvanen, pp.769-774 [P4A-06]
Geometrical Interpretation of the PCA Subspace Method for Overdetermined Blind Source Separation
(Abst)(PDF) Stefan Winter, Hiroshi Sawada, Shoji Makino, pp.775-780 [P4A-07]
The Canonical Decomposition and Blind Identification with More Inputs than Outputs: Some Algebraic Results
(Abst)(PDF) Lieven De Lathauwer, pp.781-784 [P4A-08]
On the Regularization of Canonical Correlation Analysis
(Abst)(PDF) Tijl De Bie, Bart De Moor, pp.785-790 [P4A-09]
A Brute-Force Analytical Formulation of the Independent Components Analysis Solution
(Abst)(PDF) Deniz Erdogmus, Anant Hegde, Kenneth E. Hild II, M. Can Ozturk, Jose C. Principe, pp.791-796 [P4A-10]
Learning Hierarchical Dynamics using Independent Component Analysis
(Abst)(PDF)(PS) Rizwan Ahmed Choudrey, Stephen Roberts, pp.797-802 [P4A-11]
On-Line Variational Bayesian Learning
(Abst)(PDF) Antti Honkela, Harri Valpola, pp.803-808 [P4A-12]
Bayesian ICA with Hidden Markov Model Sources
(Abst)(PDF)(PS) Rizwan Ahmed Choudrey, Stephen Roberts, pp.809-814 [P4A-13]
Monaural ICA of White Noise Mixtures is Hard
(Abst)(PDF)(PS) Lars Kai Hansen, Kaare Brandt Petersen, pp.815-820 [P4A-14]
Simultaneous Matrix Diagonalization: the Overcomplete Case
(Abst)(PDF) Lieven De Lathauwer, pp.821-825
Poster 4B: Applications 2
[P4B-01]
ICA Filter Bank for Segmentation of Textured Images
(Abst)(PDF) Robert Jenssen, Torbjorn Eltoft, pp.827-832 [P4B-02]
Fetal Magnetocardiographic Source Separation using the Poles of the Autocorrelation Function
(Abst)(PDF) Draulio de Araujo, Allan K. Barros, Oswaldo Baffa, Ronald Wakai, Hui Zhao, Noboru Ohnishi, pp.833-836
[P4B-03]
An Effective Evaluation Function for ICA to Separate Train Noise from Telluric Current Data
(Abst)(PDF)(PS) Mika Koganeyama, Sayuri Sawa, Hayaru Shouno, Toshiyasu Nagao, Kazuki Joe, pp.837-842 [P4B-04]
Extraction of Drum Tracks from Polyphonic Music using Independent Subspace Analysis
(Abst)(PDF) Christian Uhle, Christian Dittmar, Thomas Sporer, pp.843-848 [P4B-05]
Study of Mutual Information in Perceptual Coding with Application for Low Bit-Rate Compression
(Abst)(PDF)(PS) Adiel Ben-Shalom, Shlomo Dubnov, Michael Werman, pp.849-854 [P4B-06]
Application of ICA to Lossless Image Coding
(Abst)(PDF) Michel Barret, Michel Narozny, pp.855-859 [P4B-07]
ICA Features of Image Data in One, Two and Three Dimensions
(Abst)(PDF) Mika Inki, pp.861-866 [P4B-08]
Research of Saccade-Related EEG: Comparison of Ensemble Averaging Method and Independent Component Analysis
(Abst)(PDF) Arao Funase, Allan K. Barros, Shigeru Okuma, Tohru Yagi, Andrzej Cichocki, pp.867-872 [P4B-09]
Assessing rCBF Changes in Parkingson's Disease using Independent Component Analysis
(Abst)(PDF) Jung-Lung Hsu, Jeng-Ren Duann, Han-Cheng Wang, Tzyy-Ping Jung, pp.873-878 [P4B-10]
Application of Independent Component Analysis to Chemical Reactions
(Abst)(PDF) Sophia Triadaphillou, Julian Morris, Elaine Martin, pp.879-884 [P4B-11]
Decorrelation Techniques for Geometry Coding of 3D Mesh
(Abst)(PDF) Mircea Curila, Sorin Curila, Danielle Nuzillard, pp.885-890
Lecture 3A: Beyond ICA
[L3A-1]
Finding Clusters in Independent Component Analysis
(Abst)(PDF)(PS) Francis R. Bach, Michael I. Jordan, pp.891-896 [L3A-2]
Blind Source Separation with Relative Newton Method
(Abst)(PDF)(PS) Michael Zibulevsky, pp.897-902 [L3A-3]
TV-SOBI: An Expansion of SOBI for Linearly Time-Varying Mixtures
(Abst)(PDF) Arie Yeredor, pp.903-908 [L3A-4]
Sixth Order Blind Identification of Underdetermined Mixtures (BIRTH) of Sources
(Abst)(PDF) Laurent Albera, Anne Ferreol, Pierre Comon, Pascal Chevalier, pp.909-914 [L3A-5]
On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models
(Abst)(PDF) Alexander Ilin, Harri Valpola, pp.915-920 [L3A-6]
The Co-Information Lattice
(Abst)(PDF)(PS) Anthony John Bell, pp.921-926
Lecture 3B: Convolutive Models and their Applications
[L3B-1]
A Robust Algorithm for Blind Separation of Convolutive Mixture of Sources
(Abst)(PDF) Kiyotoshi Matsuoka, Satoshi Nakashima, pp.927-932 [L3B-2]
Blind Separation of Multiple Convolved Colored Signals using Second-Order Statistics
(Abst)(PDF) Mitsuru Kawamoto, Yujiro Inouye, pp.933-938 [L3B-3]
A Joint Diagonalization Method for Convolutive Blind Separation of Nonstationary Sources in the Frequency Domain
(Abst)(PDF) Wenwu Wang, Jonathon A. Chambers, Saeid Sanei, pp.939-944 [L3B-4]
A Generalization of a Class of Blind Source Separation Algorithms for Convolutive Mixtures
(Abst)(PDF) Herbert Buchner, Robert Aichner, Walter Kellermann, pp.945-950 [L3B-5]
Geometrically Constrained ICA for Robust Separation of Sound Mixtures
(Abst)(PDF)(PS) Mirko Knaak, Shoko Araki, Shoji Makino, pp.951-956 [L3B-6]
Wiener Based Source Separation with HMM/GMM using a Single Sensor
(Abst)(PDF) Laurent Benaroya, Frédéric Bimbot, pp.957-961
Invited Talk 3: Aapo Hyvärinen (Helsinki University of Technology)
[IT-3]
Extensions of ICA as Models of Natural Images and Visual Processing
(Abst)(PDF) Aapo Hyvärinen, Patrik O. Hoyer, Jarmo Hurri, pp.963-974
Poster 5A: Convolutive Models 3
[P5A-01]
Real-Time Blind Source Separation for Moving Speakers using Blockwise ICA and Residual Crosstalk Subtraction
(Abst)(PDF) Ryo Mukai, Hiroshi Sawada, Shoko Araki, Shoji Makino, pp.975-980
[P5A-02]
Blind Separation of Convolutive Audio Mixtures using Nonstationarity
(Abst)(PDF) Dinh-Tuan Pham, Christine Servière, Hakim Boumaraf, pp.981-986 [P5A-03]
On-Line Time-Domain Blind Source Separation of Nonstationary Convolved Signals
(Abst)(PDF) Robert Aichner, Herbert Buchner, Shoko Araki, Shoji Makino, pp.987-992 [P5A-04]
SIMO-Model-Based Independent Component Analysis for High-Fidelity Blind Separation of Acoustic Signals
(Abst)(PDF) Tomoya Takatani, Tsuyoki Nishikawa, Hiroshi Saruwatari, Kiyohiro Shikano, pp.993-998 [P5A-05]
Cepstrum-Like ICA Representations for Text Independent Speaker Recognition
(Abst)(PDF) Justinian Rosca, Andri Kofmehl, pp.999-1004 [P5A-06]
Control Systems Analysis via Blind Source Deconvolution
(Abst)(PDF) Kenji Sugimoto, Yoshito Kikkawa, pp.1005-1010 [P5A-07]
Experimental Studies on DOA Estimation Based on Blind Signal Separation and Array Signal Processing
(Abst)(PDF) Jie Zhuo, Chao Sun, pp.1011-1016 [P5A-08]
Towards Affect Recognition: An ICA Approach
(Abst)(PDF) Mandar Arun Rahurkar, John Hansen, pp.1017-1022 [P5A-09]
Selective Microphone System using Blind Separation by Block Decorrelation of Output Signals
(Abst)(PDF) Masakazu Iwaki, Akio Ando, pp.1023-1028 [P5A-10]
Blind Deconvolution of Timely-Correlated Sources by Homomorphic Filtering in Fourier Space
(Abst)(PDF) Wlodzimierz Kasprzak, Adam Okazaki, pp.1029-1034 [P5A-11]
Blind Equalization of Fractionally-Spaced Channels
(Abst)(PDF) Luciano P. G. Sarperi, Vicente Zarzoso, Asoke K. Nandi, pp.1035-1040
Poster 5B: Algorithms 3
[P5B-01]
Blind Equalization by Sampled PDF Fitting
(Abst)(PDF) Marcelino Lazaro, Ignacio Santamaria, Carlos Pantaleon, Deniz Erdogmus, Kenneth E. Hild II, Jose C. Principe, pp.1041-1046 [P5B-02]
ICA using Spacing Estimates of Entropy
(Abst)(PDF) Erik G. Miller, John W. Fisher, pp.1047-1052 [P5B-03]
Initialized Jacobi Optimization in Independent Component Analysis
(Abst)(PDF)(PS) Juan Jose Murillo-Fuentes, Rafael Boloix, Francisco J. González-Serrano, pp.1053-1058 [P5B-04]
Temporal and Time-Frequency Correlation-Based Blind Source Separation Methods
(Abst)(PDF) Yannick Deville, pp.1059-1064
[P5B-05]
Adaptive Initialized Jacobi Optimization in Independent Component Analysis
(Abst)(PDF)(PS) Juan Jose Murillo-Fuentes, Rafael Boloix, Francisco J. González-Serrano, pp.1065-1070 [P5B-06]
A Histogram-Based Overcomplete ICA Algorithm
(Abst)(PDF)(PS) Fabian Joachim Theis, Carlos Puntonet, Elmar Wolfgang Lang, pp.1071-1076 [P5B-07]
Algebraic Overcomplete Independent Component Analysis
(Abst)(PDF) Khurram Waheed, Fathi M. Salem, pp.1077-1082 [P5B-08]
Minimization-Projection (MP) Approach for Blind Source Separation in Different Mixing Models
(Abst)(PDF)(PS) Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi, pp.1083-1088 [P5B-09]
Several Improvements of the Hérault-Jutten Model for Speech Segregation
(Abst)(PDF) Frédéric Berthommier, Seungjin Choi, pp.1089-1094 [P5B-10]
Critical Point Analysis of Joint Diagonalization Criteria
(Abst)(PDF) Gen Hori, Jonathan H. Manton, pp.1095-1100 [P5B-11]
A Geometric ICA Procedure Based on a Lattice of the Observation Space
(Abst)(PDF) Manuel R. Alvarez, Fernando Rojas, Carlos G. Puntonet, Fabian Theis, Elmar W. Lang, Julio Ortega, pp.1101-1106 [P5B-12]
Adaptive Blind Source Separation in Order Specified by Stochastic Properties
(Abst)(PDF) Xiao-long Zhu, Jian-feng Chen, Xian-da Zhang, pp.1107-1110
Invited Talk 4: Jean-Francois Cardoso (Centre National de la Recherche Scientifique)
[IT-4]
Independent Component Analysis of the Cosmic Microwave Background
(Abst)(PDF) Jean-Francois Cardoso, Jacques Delabrouille, Guillaume Patanchon, pp.1111-1116