| Program |
| Tuesday, April 1 |
Registration (April 1, 16:00-18:00) 1F Entrance Hall
Welcome reception (April 1, 18:00-21:00) 1F Restaurant
| Wednesday, April 2 |
Coffee & Bread (April 2, 8:30-9:00) 1F Lobby and 2F Gallery
Opening (April 2, 9:00-9:15) 1F Noh-Theatre
Invited Talk 1: Scott C. Douglas (Southern Methodist University) (April 2, 9:15-10:00) 1F Noh-Theatre
Chair: Shoji Makino
9:15-10:00
[IT-1]
Blind Source Separation and Independent Component Analysis: A Crossroads of Tools and Ideas
(Abst)
Scott C. Douglas
Coffee Break (April 2, 10:00-10:30)
Lecture 1A: Theory and Fundamentals (April 2, 10:30-12:00) 1F Noh-Theatre
Co-Chairs: Erkki Oja and Jose Principe
10:30-10:45
[L1A-1]
Blind Separation of Positive Sources using Non-Negative PCA
(Abst)
Erkki Oja, Mark Plumbley
10:45-11:00
[L1A-2]
Fast Algorithm for Estimating Mutual Information, Entropies and Score Functions
(Abst)
Dinh-Tuan Pham
11:00-11:15
[L1A-3]
Identifiability and Separability of Linear ICA Models Revisited
(Abst)
Jan Eriksson, Visa Koivunen
11:15-11:30
[L1A-4]
Independent Component Analysis of Largely Underdetermined Mixtures
(Abst)
Lieven De Lathauwer, Bart De Moor, Joos Vandewalle, Jean-Francois Cardoso
11:30-11:45
[L1A-5]
An Orthogonal Matrix Optimization by Dual Cayley Parametrization Technique
(Abst)
Isao Yamada, Takato Ezaki
11:45-12:00
[L1A-6]
A General Framework for Component Estimation
(Abst)
Jason Allan Palmer, Kenneth Kreutz-Delgado
Lecture 1B: Biomedical Applications (April 2, 10:30-12:00) 2F Conference Room 3+4
Co-chairs: Scott Makeig and Yasuo Matsuyama
10:30-10:45
[L1B-1]
Complex Spectral-Domain Independent Component Analysis of Electroencephalographic Data
(Abst)
Jörn Anemüller, Terrence J. Sejnowski, Scott Makeig
10:45-11:00
[L1B-2]
Independent Component Analysis of Electrogastrogram Data
(Abst)
Masashi Ohata, Takahiro Matsuomoto, Akio Shigematsu, Kiyotoshi Matsuoka
11:00-11:15
[L1B-3]
ICA Applied to Atrial Fibrillation Analysis
(Abst)
José Joaquín Rieta, Francisco Castells, César Sánchez, Jorge Igual
11:15-11:30
[L1B-4]
Modification of ICA for Extracting Blood Vessel-Related Component in Nuclear Medicine: Contrast Function and Nonnegative Constraints
(Abst)
Mika Naganawa, Yuichi Kimura, Ayumu Matani
11:30-11:45
[L1B-5]
Recovery of Constituent Spectra in 3D Chemical Shift Imaging using Non-Negative Matrix Factorization
(Abst)
Paul Sajda, Shuyan Du, Truman Brown, Lucas Parra, Radka Stoyanova
11:45-12:00
[L1B-6]
Blind Separation in Low Frequencies using Wavelet Analysis, Application to Artificial Vision
(Abst)
Danielle Nuzillard, Sorin Curila, Mircea Curila
Lunch (April 2, 12:00-13:30) 2F Reception Hall
Spotlight 1A & 1B (April 2, 13:30-14:00) 1F Noh-Theatre
Chair: Sergio Cruces[P1A-01], [P1A-02], [P1A-03], [P1A-04], [P1A-05], and [P1B-01]
Poster 1A: Theory 1 (Instantaneous Models and Noise) (April 2, 14:00-15:00) 2F Reception Hall
Chair: Sergio Cruces
13:30-13:35 (Spotlight)
[P1A-01]
Hierarchical Models of Variance Sources
(Abst)
Harri Valpola, Markus Harva, Juha Karhunen
13:35-13:40 (Spotlight)
[P1A-02]
Sparse Component Analysis for Blind Source Separation with Less Sensors than Sources
(Abst)
Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari
13:40-13:45 (Spotlight)
[P1A-03]
Considering Temporal Structures in Independent Component Analysis
(Abst)
Andreas Jung, Andreas Kaiser
13:45-13:50 (Spotlight)
[P1A-04]
Factor Rotation and ICA
(Abst)
Yutaka Kano, Yusuke Miyamoto, Shohei Shimizu
13:50-13:55 (Spotlight)
[P1A-05]
Variational Bayesian Mixture of Independent Component Analysers for Finding Self-Similar Areas in Images
(Abst)
Rizwan Ahmed Choudrey, Stephen Roberts
[P1A-06]
Faster Training in Nonlinear ICA using MISEP
(Abst)
Luis B. Almeida
[P1A-07]
Bounded Approximation for Score Function Selection
(Abst)
Vincent Vigneron, Christian Jutten
[P1A-08]
Measuring Sparseness of Noisy Signals
(Abst)
Juha Karvanen, Andrzej Cichocki
[P1A-09]
Inversion Techniques for Underdetermined BSS in an Arbitrary Number of Dimensions
(Abst)
Luis Vielva, Yago Pereiro, Deniz Erdogmus, Jose C. Principe
[P1A-10]
On the Uniqueness of the Minimum of the Information-Theoretic Cost Function for the Separation of Mixtures of Nearly Gaussian Signals
(Abst)
Riccardo Boscolo, Vwani P. Roychowdhury
[P1A-11]
Non-Gaussian Source-Filter and Independent Components Generalizations of Spectral Flatness Measure
(Abst)
Shlomo Dubnov
[P1A-12]
Analysing ICA Components by Injecting Noise
(Abst)
Stefan Harmeling, Frank Meinecke, Klaus-Robert Mueller
[P1A-13]
MLP-Based Source Separation for MLP-Like Nonlinear Mixtures
(Abst)
Ruben Martin-Clemente, Susana Hornillo-Mellado, Jose I. Acha, Fernando Rojas, Carlos Puntonet
[P1A-14]
Geometric ICA using Nonlinear Correlation and MDS
(Abst)
Samer Abdallah, Mark Plumbley
Poster 1B: Applications 1 (Biomedical and Image) (April 2, 14:00-15:00) 2F Reception Hall
Chair: Sergio Cruces
13:55-14:00 (Spotlight)
[P1B-01]
Blind Source Separation of Water Artefacts in NMR Spectra using a Matrix Pencil
(Abst)
Kurt Stadlthanner, Ana Maria Tomé, Fabian Joachim Theis, Wolfgang Gronwald, Hans-Robert Kalbitzer, Elmar Wolfgang Lang
[P1B-02]
Independent Component Analysis with Joint Speedup and Supervisory Concept Injection: Applications to Brain fMRI Map Distillation
(Abst)
Yasuo Matsuyama, Ryo Kawamura, Naoto Katsumata
[P1B-03]
Removing Artifacts from Atrial Epicardial Signals during Atrial Fibrillation
(Abst)
Jian-Hung Liu, Tsair Kao
[P1B-04]
Blind Identification of SEF Dynamics from MEG Data by using Decorrelation Method of ICA
(Abst)
Kuniharu Kishida, Kenji Kato, Kazuhiro Shinosaki, Satoshi Ukai
[P1B-05]
Independent Component Analysis as Preprocessing Tool for Decomposition of Surface Electrode-Array Electromyogram
(Abst)
Gonzalo A. García, Ryouichi Nishitani, Ryuhei Okuno, Kenzo Akazawa
[P1B-06]
Classification of Single Trial EEG Signals by a Combined Principal + Independent Component Analysis and Probabilistic Neural Network Approach
(Abst)
Tetsuya Hoya, Gen Hori, Hovagim Bakardjian, Tomoaki Nishimura, Taiji Suzuki, Yoichi Miyawaki, Arao Funase, Jianting Cao
[P1B-07]
Independent Component Analysis in Spectral Images
(Abst)
Vladimir Botchko, Elena Berina, Zhanna Korotkaya, Jussi Parkkinen, Timo Jaaskelainen
[P1B-08]
A Method for Digital Image Watermarking using ICA
(Abst)
Minfen Shen, Xinjung Zhang, Lisha Sun, Patch J. Beadle, Francis H. Y. Chan
[P1B-09]
A Digital Watermarking Scheme Based on ICA Detection
(Abst)
Ju Liu, Xingang Zhang, Jiande Sun, Miguel Angel Lagunas
[P1B-10]
ICA Aided Linear Spectral Mixture Analysis of Agricultural Remote Sensing Images
(Abst)
Naoko Kosaka, Yukio Kosugi
[P1B-11]
Blind Separation of Reflections using Sparse ICA
(Abst)
Alexander M. Bronstein, Michael M. Bronstein, Michael Zibulevsky, Yehoshua Y. Zeevi
[P1B-12]
Probability as Metadata: Event Detection in Music using ICA as a Conditional Density Model
(Abst)
Samer Abdallah, Mark Plumbley
[P1B-13]
Cell Recognition Based on PCA and Bayesian Classification
(Abst)
Saeid Sanei, Tracey Mei Kah Lee
Coffee Break (April 2, 15:00-15:30)
Excursion (Todaiji Temple) (April 2, 15:30-17:30)
Special Invited Session 1A: Nonlinear ICA and BSS (April 2, 17:30-19:15) 1F Noh-Theatre
Organizers and Co-chairs: Christian Jutten and Juha Karhunen
17:30-17:55 [Invited Paper]
[SIS1A-1]
Advances in Nonlinear Blind Source Separation
(Abst)
Christian Jutten, Juha Karhunen
17:55-18:15
[SIS1A-2]
Nonlinear Independent Factor Analysis by Hierarchical Models
(Abst)
Harri Valpola, Tomas Östman, Juha Karhunen
18:15-18:35
[SIS1A-3]
Quadratic Dependence Measure for Nonlinear Blind Sources Separation
(Abst)
Sophie Achard, Dinh-Tuan Pham, Christian Jutten
18:35-18:55
[SIS1A-4]
Blind Separation of Post-Nonlinear Mixtures using Gaussianizing Transformations and Temporal Decorrelation
(Abst)
Andreas Ziehe, Motoaki Kawanabe, Stefan Harmeling, Klaus-Robert Mueller
18:55-19:15
[SIS1A-5]
Nonlinear Geometric ICA
(Abst)
Fabian Joachim Theis, Carlos Puntonet, Elmar Wolfgang Lang
Special Invited Session 1B: Independent Component Analysis of Functional Magnetic Resonance Imaging Data (April 2, 17:30-19:15) 2F Conference Room 3+4
Organizers and Co-Chairs: Tulay Adali and Vince Calhoun
17:30-18:05 [Invited Paper]
[SIS1B-1]
ICA of Functional MRI Data: An Overview
(Abst)
Vince Calhoun, Tulay Adali, Lars K. Hansen, Jan Larsen, Jim Pekar
18:05-18:22
[SIS1B-2]
Consistency of Infomax ICA Decomposition of Functional Brain Imaging Data
(Abst)
Jeng-Ren Duann, Tzyy-Ping Jung, Scott Makeig, Terrence J. Sejnowski
18:23-18:40
[SIS1B-3]
Probabilistic ICA for fMRI - Noise and Inference
(Abst)
Christian F. Beckmann, Stephen M. Smith
18:40-18:57
[SIS1B-4]
Independent Component Analysis of Auditory fMRI Responses
(Abst)
Fabrizio Esposito, Elia Formisano, Erich Seifritz, Raffaele Elefante, Rainer Goebel, Francesco Di Salle
18:58-19:15
[SIS1B-5]
Combining ICA and Cortical Surface Reconstruction in Functional MRI Investigations of Human Brain Functions
(Abst)
Elia Formisano, Fabrizio Esposito, Francesco Di Salle, Rainer Goebel
Dinner (April 2, 19:15-21:00) 2F Reception Hall
| Thursday, April 3 |
Coffee & Bread (April 3, 8:30-9:00) 1F Lobby and 2F Gallery
Spotlight 2A & 2B (April 3, 9:00-9:30) 1F Noh-Theatre
Chair: Seungjin Choi[P2A-01], [P2A-02], [P2B-01], [P2B-02], [P2B-03], and [P2B-04]
Poster 2A: Convolutive Models 1 (April 3, 9:30-10:30) 2F Reception Hall
Chair: Seungjin Choi
9:00-9:05 (Spotlight)
[P2A-01]
Non-Square Blind Source Separation under Coherent Noise by Beamforming and Time-Frequency Masking
(Abst)
Radu Balan, Justinian Rosca, Scott Rickard
9:05-9:10 (Spotlight)
[P2A-02]
Blind Deconvolution of Images using Gabor Filters and Independent Component Analysis
(Abst)
Shinji Umeyama
[P2A-03]
Application of Blind Source Separation in Speech Processing for Combined Interference Removal and Robust Speaker Detection using a Two-Microphone Setup
(Abst)
Erik Visser, Te-Won Lee
[P2A-04]
Whitening Processing for Blind Separation of Speech Signals
(Abst)
Yunxin Zhao, Rong Hu, Satoshi Nakamura
[P2A-05]
Stable Learning Algorithm for Blind Separation of Temporally Correlated Signals Combining Multistage ICA and Linear Prediction
(Abst)
Tsuyoki Nishikawa, Hiroshi Saruwatari, Kiyohiro Shikano
[P2A-06]
Blind Separation of Acoustic Mixtures Based on Linear Prediction Analysis
(Abst)
Kostas Kokkinakis, Vicente Zarzoso, Asoke K. Nandi
[P2A-07]
A Unified Presentation of Blind Separation Methods for Convolutive Mixtures using Block-Diagonalization
(Abst)
Cédric Févotte, Christian Doncarli
[P2A-08]
Speech Extraction Based Upon a Combined Subband Independent Component Analysis and Neural Memory
(Abst)
Tetsuya Hoya, Allan Kardec Barros, Tomasz Rutkowski, Andrzej Cichocki
[P2A-09]
Alternative Structures and Power Spectrum Criteria for Blind Segmentation and Separation of Convolutive Speech Mixtures
(Abst)
Benoit Albouy, Yannick Deville
[P2A-10]
Speech Enhancement and Recognition in Car Environment using Blind Source Separation and Subband Elimination Processing
(Abst)
Hiroshi Saruwatari, Katsuyuki Sawai, Akinobu Lee, Kiyohiro Shikano, Atsunobu Kaminuma, Masao Sakata
[P2A-11]
Maximum Likelihood Permutation Correction for Convolutive Source Separation
(Abst)
Wolf Baumann, Dorothea Kolossa, Reinhold Orglmeister
[P2A-12]
Permutation Correction and Speech Extraction Based on Split Spectrum Through FastICA
(Abst)
Hiromu Gotanda, Kazuyuki Nobu, Takeshi Koya, Kei-ichi Kaneda, Taka-aki Ishibashi, Naomi Haratani
Poster 2B: Algorithms 1 (April 3, 9:30-10:30) 2F Reception Hall
Chair: Seungjin Choi
9:10-9:15 (Spotlight)
[P2B-01]
Independent Component Analysis using Jaynes' Maximum Entropy Principle
(Abst)
Deniz Erdogmus, Kenneth E. Hild II, Yadunandana N. Rao, Jose C. Principe
9:15-9:20 (Spotlight)
[P2B-02]
A Modification of the Gradient Algorithm for Blind Signal Separation
(Abst)
Hyung-Min Park, Sang-Hoon Oh, Soo-Young Lee
9:20-9:25 (Spotlight)
[P2B-03]
Using Wold Decomposition Principle in Blind Separation of Joint Stationary Correlated Sources
(Abst)
Masoud Reza Aghabozorgi, Ali Mohammad Doost-Hoseini
9:25-9:30 (Spotlight)
[P2B-04]
Linear Multilayer ICA Algorithm Integrating Small Local Modules
(Abst)
Yoshitatsu Matsuda, Kazunori Yamaguchi
[P2B-05]
On the Convergence Behavior of the FastICA Algorithm
(Abst)
Scott C. Douglas
[P2B-06]
Handling Missing Data with Variational Bayesian Learning of ICA
(Abst)
Kwokleung Chan, Te-Won Lee, Terrence J. Sejnowski
[P2B-07]
Globally Convergent Newton Algorithms for Blind Decorrelation
(Abst)
Sergio A. Cruces-Alvarez, Andrzej Cichocki
[P2B-08]
An Adaptive Nonlinear Function Controlled by Estimated Output PDF for Blind Source Separation
(Abst)
Kenji Nakayama, Akihiro Hirano, Takayuki Sakai
[P2B-09]
HOS Criteria & ICA Algorithms Applied to Radar Detection
(Abst)
Maher Bouzaien, Ali Mansour
[P2B-10]
Natural Gradient using Simultaneous Perturbation without Probability Densities for Blind Source Separation
(Abst)
Yutaka Maeda, Takayuki Maruyama
[P2B-11]
Blind Source Separation Based on Dual Adaptive Control
(Abst)
Ding Liu, Xiaoyan Liu, Fucai Qian, Han Liu
[P2B-12]
Independent Data Decomposition
(Abst)
Stephen Roberts, Rizwan Ahmed Choudrey
[P2B-13]
Decorrelation-Based Blind Source Separation Algorithm and Convergence Analysis
(Abst)
Tiemin Mei, Fuliang Yin
Coffee Break (April 3, 10:30-11:00)
Lecture 2A: Algorithms (instantaneous linear mixture models) (April 3, 11:00-12:30) 1F Noh-Theatre
Co-Chairs: Kiyotoshi Matsuoka and Te-Won Lee
11:00-11:15
[L2A-1]
Combining Blind Source Extraction with Joint Approximate Diagonalization: Thin Algorithms for ICA
(Abst)
Sergio A. Cruces-Alvarez, Andrzej Cichocki
11:15-11:30
[L2A-2]
A Linear Least-Squares Algorithm for Joint Diagonalization
(Abst)
Andreas Ziehe, Pavel Laskov, Klaus-Robert Mueller, Guido Nolte
11:30-11:45
[L2A-3]
Adaptive Selection for Minimum Beta-Divergence Method
(Abst)
Mihoko Minami, Shinto Eguchi
11:45-12:00
[L2A-4]
Two-Phase Nonparametric ICA Algorithm for Blind Separation of Instantaneous Linear Mixtures
(Abst)
Chin-Jen Ku, Terrence L. Fine
12:00-12:15
[L2A-5]
Independent Component Analysis on the Basis of Helmholtz Machine
(Abst)
Masashi Ohata, Toshiharu Mukai, Kiyotoshi Matsuoka
12:15-12:30
[L2A-6]
Blind Source Separation Based on Space-Time-Frequency Diversity
(Abst)
Scott Rickard, Radu Balan, Justinian Rosca
Lecture 2B: Speech Processing (April 3, 11:00-12:30) 2F Conference Room 3+4
Co-Chairs: Jonathon Chambers and Soo-Young Lee
11:00-11:15
[L2B-1]
Subband Based Blind Source Separation with Appropriate Processing for Each Frequency Band
(Abst)
Shoko Araki, Shoji Makino, Robert Aichner, Tsuyoki Nishikawa, Hiroshi Saruwatari
11:15-11:30
[L2B-2]
A Robust and Precise Method for Solving the Permutation Problem of Frequency-Domain Blind Source Separation
(Abst)
Hiroshi Sawada, Ryo Mukai, Shoko Araki, Shoji Makino
11:30-11:45
[L2B-3]
Separation of Speech Signals with Segmentation of the Impulse Responses under Reverberant Conditions
(Abst)
Christine Servière
11:45-12:00
[L2B-4]
Recursive Method for Blind Source Separation and its Applications to Real-Time Separations of Acoustic Signals
(Abst)
Shuxue Ding, Toru Hikichi, Teruo Niitsuma, Masahiro Hamatsu, Kazuyoshi Sugai
12:00-12:15
[L2B-5]
Multistage ICA for Blind Source Separation of Real Acoustic Convolutive Mixture
(Abst)
Tsuyoki Nishikawa, Hiroshi Saruwatari, Kiyohiro Shikano, Shoko Araki, Shoji Makino
12:15-12:30
[L2B-6]
Single Channel Signal Separation using Maximum Likelihood Subspace Projection
(Abst)
Gil-Jin Jang, Te-Won Lee, Yung-Hwan Oh
Lunch (April 3, 12:30-14:00) 2F Reception Hall
Invited Talk 2: Masaki Kawakatsu (Tokyo Denki University) (April 3, 14:00-14:45) 1F Noh-Theatre
Chair: Noboru Ohnishi
14:00-14:45
[IT-2]
Application of ICA to MEG Noise Reduction
(Abst)
Masaki Kawakatsu
Spotlight 3A & 3B (April 3, 14:45-15:15) 1F Noh-Theatre
Chair: Carlos G. Puntonet[P3A-01], [P3A-02], [P3A-03], [P3B-01], [P3B-02], and [P3B-03]
Poster 3A: Convolutive Models 2 (April 3, 15:15-16:15) 2F Reception Hall
Chair: Carlos G. Puntonet
14:45-14:50 (Spotlight)
[P3A-01]
Frequency Domain Realization of a Multichannel Blind Deconvolution Algorithm Based on the Natural Gradient
(Abst)
Marcel Joho, Philip Schniter
14:50-14:55 (Spotlight)
[P3A-02]
Blind Separation and Deconvolution for Real Convolutive Mixture of Temporally Correlated Acoustic Signals using SIMO-Model-Based ICA
(Abst)
Hiroshi Saruwatari, Tomoya Takatani, Hiroaki Yamajo, Tsuyoki Nishikawa, Kiyohiro Shikano
14:55-15:00 (Spotlight)
[P3A-03]
Multichannel Blind Deconvolution using a Generalized Exponential Source Model
(Abst)
Liang Suo Ma, Ah Chung Tsoi
[P3A-04]
Generalized Deflation Algorithms for the Blind Source-Factor Separation of MIMO-FIR Channels
(Abst)
Mitsuru Kawamoto, Yujiro Inouye
[P3A-05]
Real-Time Binaural Blind Source Separation
(Abst)
Changkyu Choi
[P3A-06]
A Combined Cascading Subspace and Adaptive Signal Enhancement Method for Stereophonic Noise Reduction
(Abst)
Tetsuya Hoya, Andrzej Cichocki, Toshihisa Tanaka, Gen Hori, Takahiro Murakami, Jonathon A. Chambers
[P3A-07]
A Fixed-Point ICA Algorithm for Convoluted Speech Signal Separation
(Abst)
Rajkishore Prasad, Hiroshi Saruwatari, Akinobu Lee, Kiyohiro Shikano
[P3A-08]
Estimating AR Parameter-Sets for Linear-Recurrent Signals in Convolutive Mixtures
(Abst)
Masato Miyoshi
[P3A-09]
Blind Deconvolution and ICA with a Banded Mixing Matrix
(Abst)
Sam T. Kaplan, Tadeusz J. Ulrych
[P3A-10]
Blind Source Separation using ICA and Beamforming
(Abst)
Xuebin Hu, Hidefumi Kobatake
[P3A-11]
Adaptive Noise Canceling using Convolved Reference Noise Based on Independent Component Analysis
(Abst)
Taesu Kim, Hyung-Min Park, Soo-Young Lee
Poster 3B: Algorithms 2 (April 3, 15:15-16:15) 2F Reception Hall
Chair: Carlos G. Puntonet
15:00-15:05 (Spotlight)
[P3B-01]
Oriented PCA and Blind Signal Separation
(Abst)
Konstantinos I. Diamantaras, Theophilos Papadimitriou
15:05-15:10 (Spotlight)
[P3B-02]
Blind Source Separation Based on the Fractional Fourier Transform
(Abst)
Sharon Karako-Eilon, Arie Yeredor, David Mendlovic
15:10-15:15 (Spotlight)
[P3B-03]
A One-Bit-Matching Theorem Based Simplified LPM-ICA Algorithm
(Abst)
Zhi-Yong Liu, Kai-Chun Chiu, Lei Xu
[P3B-04]
Adaptive Noise Cancellation and Blind Source Separation
(Abst)
Maria Grazia Jafari, Jonathon A. Chambers
[P3B-05]
Complex ICA for Direction Finding and Separation of Broadband Sound Sources -- High-Quality Signal Separation using an Inverse Filter --
(Abst)
Noboru Nakasako, Hisanao Ogura
[P3B-06]
Improving Algorithm Speed in PNL Mixture Separation and Wiener System Inversion
(Abst)
Jordi Solé-Casals, Massoud Babaie-Zadeh, Chrsitian Jutten, Dinh-Tuan Pham
[P3B-07]
An Online Algorithm for Blind Extraction of Sources with Different Dynamical Structures
(Abst)
Danilo Mandic, Andrzej Cichocki
[P3B-08]
Improved Blind Separations of Nonstationary Sources Based on Spatial Time-Frequency Distributions
(Abst)
Yimin Zhang, Moeness G. Amin, Alan R. Lindsey
[P3B-09]
Blind Sources Separation by Simultaneous Generalized Referenced Contrasts Diagonalization
(Abst)
Abdellah Adib, Eric Moreau, Driss Aboutajdine
[P3B-10]
Blind Source Separation using Order Statistics
(Abst)
Jani Even, Eric Moisan
[P3B-11]
Deterministic Blind Source Separation for Space Variant Imaging
(Abst)
Harold Szu, Ivica Kopriva
[P3B-12]
Blind Separation of Auto-Correlated Images from Noisy Mixtures using MRF Models
(Abst)
Anna Tonazzini, Luigi Bedini, Ercan E. Kuruoglu, Emanuele Salerno
[P3B-13]
Blind Inversion of Wiener System using a Minimization-Projection (MP) Approach
(Abst)
Massoud Babaie-Zadeh, Jordi Solé-Casals, Christian Jutten
Coffee Break (April 3, 16:15-16:45)
Special Invited Session 2A: ICA/BSS for Multimedia Signal Processing (April 3, 16:45-18:15) 1F Noh-Theatre
Organizer and Chair: Jan Larsen
16:45-17:05 [Invited Paper]
[SIS2A-1]
Independent Component Analysis in Multimedia Modeling
(Abst)
Jan Larsen, Lars Kai Hansen, Thomas Kolenda, Finn Aarup Nielsen
17:05-17:25
[SIS2A-2]
Learning the Semantics of Multimedia Content with Application to Web Image Retrieval and Classification
(Abst)
Alexei Vinokourov, David R. Hardoon, John Shawe-Taylor
17:25-17:45
[SIS2A-3]
Review of ICA and HOS Methods for Retrieval of Natural Sounds and Sound Effects
(Abst)
Shlomo Dubnov, Adiel Ben-Shalom
17:45-18:00
[SIS2A-4]
Audio/Visual Independent Components
(Abst)
Paris Smaragdis, Michael Casey
18:00-18:15
[SIS2A-5]
A Tentative Typology of Audio Source Separation Tasks
(Abst)
Emmanuel Vincent, Cédric Févotte, Laurent Benaroya, Rémi Gribonval
Special Invited Session 2B: ICA/BSS for Wireless Communication (April 3, 16:45-18:05) 2F Conference Room 3+4
Organizer and Chair: Visa Koivunen
16:45-17:05
[SIS2B-1]
First-Order Differential Beamforming and Joint-Process Estimation for Spatial Source Separation
(Abst)
Pedro Gómez-Vilda, Victor Nieto-Lluis, Agustín Álvarez-Marquina, Rafael Martínez-Olalla, Francisco Rodríguez-Dapena, Francisco Díaz-Pérez, Victoria Rodellar-Biarge
17:05-17:25
[SIS2B-2]
Blind Multi User Detection in DS-CDMA Systems using Natural Gradient Based Symbol Recovery Structures
(Abst)
Khurram Waheed, Keyur Desai, Fathi M. Salem
17:25-17:45
[SIS2B-3]
Blind Identification for Fixed Fragment-Size Packet Transmissions with Distributed Redundancy over Multipath Fading Channels
(Abst)
Shuichi Ohno, Georgios B. Giannakis
17:45-18:05
[SIS2B-4]
Inter-Cell Interference Cancellation in CDMA Array Systems by Independent Component Analysis
(Abst)
Tapani Ristaniemi, Karthikesh Raju, Juha Karhunen, Erkki Oja
Banquet (Mitsui Garden Hotel) (April 3, 19:00-22:00)
| Friday, April 4 |
Coffee & Bread (April 4, 8:30-9:00) 1F Lobby and 2F Gallery
Spotlight 4A & 4B (April 4, 9:00-9:30) 1F Noh-Theatre
Chair: Fathi M. Salem[P4A-01], [P4A-02], [P4A-03], [P4A-04], [P4B-01], and [P4B-02]
Poster 4A: Theory 2 (April 4, 9:30-10:30) 2F Reception Hall
Chair: Fathi M. Salem
9:00-9:05 (Spotlight)
[P4A-01]
An Approach of Grouping Decomposed Components
(Abst)
Daisuke Ito, Takuya Mukai, Noboru Murata
9:05-9:10 (Spotlight)
[P4A-02]
A Statistical Approach to Testing Mutual Independence of ICA Recovered Sources
(Abst)
Kai-Chun Chiu, Zhi-Yong Liu, Lei Xu
9:10-9:15 (Spotlight)
[P4A-03]
L^2 De-Gaussianization and Independent Component Analysis
(Abst)
Takeshi Yokoo, Bruce W. Knight, Lawrence Sirovich
9:15-9:20 (Spotlight)
[P4A-04]
Proposals for Performance Measurement in Source Separation
(Abst)
Rémi Gribonval, Laurent Benaroya, Emmanuel Vincent, Cédric Févotte
[P4A-05]
Generation of Correlated Non-Gaussian Random Variables from Independent Components
(Abst)
Juha Karvanen
[P4A-06]
Geometrical Interpretation of the PCA Subspace Method for Overdetermined Blind Source Separation
(Abst)
Stefan Winter, Hiroshi Sawada, Shoji Makino
[P4A-07]
The Canonical Decomposition and Blind Identification with More Inputs than Outputs: Some Algebraic Results
(Abst)
Lieven De Lathauwer
[P4A-08]
On the Regularization of Canonical Correlation Analysis
(Abst)
Tijl De Bie, Bart De Moor
[P4A-09]
A Brute-Force Analytical Formulation of the Independent Components Analysis Solution
(Abst)
Deniz Erdogmus, Anant Hegde, Kenneth E. Hild II, M. Can Ozturk, Jose C. Principe
[P4A-10]
Learning Hierarchical Dynamics using Independent Component Analysis
(Abst)
Rizwan Ahmed Choudrey, Stephen Roberts
[P4A-11]
On-Line Variational Bayesian Learning
(Abst)
Antti Honkela, Harri Valpola
[P4A-12]
Bayesian ICA with Hidden Markov Model Sources
(Abst)
Rizwan Ahmed Choudrey, Stephen Roberts
[P4A-13]
Monaural ICA of White Noise Mixtures is Hard
(Abst)
Lars Kai Hansen, Kaare Brandt Petersen
[P4A-14]
Simultaneous Matrix Diagonalization: the Overcomplete Case
(Abst)
Lieven De Lathauwer
Poster 4B: Applications 2 (April 4, 9:30-10:30) 2F Reception Hall
Chair: Fathi M. Salem
9:20-9:25 (Spotlight)
[P4B-01]
ICA Filter Bank for Segmentation of Textured Images
(Abst)
Robert Jenssen, Torbjorn Eltoft
9:25-9:30 (Spotlight)
[P4B-02]
Fetal Magnetocardiographic Source Separation using the Poles of the Autocorrelation Function
(Abst)
Draulio de Araujo, Allan K. Barros, Oswaldo Baffa, Ronald Wakai, Hui Zhao, Noboru Ohnishi
[P4B-03]
An Effective Evaluation Function for ICA to Separate Train Noise from Telluric Current Data
(Abst)
Mika Koganeyama, Sayuri Sawa, Hayaru Shouno, Toshiyasu Nagao, Kazuki Joe
[P4B-04]
Extraction of Drum Tracks from Polyphonic Music using Independent Subspace Analysis
(Abst)
Christian Uhle, Christian Dittmar, Thomas Sporer
[P4B-05]
Study of Mutual Information in Perceptual Coding with Application for Low Bit-Rate Compression
(Abst)
Adiel Ben-Shalom, Shlomo Dubnov, Michael Werman
[P4B-06]
Application of ICA to Lossless Image Coding
(Abst)
Michel Barret, Michel Narozny
[P4B-07]
ICA Features of Image Data in One, Two and Three Dimensions
(Abst)
Mika Inki
[P4B-08]
Research of Saccade-Related EEG: Comparison of Ensemble Averaging Method and Independent Component Analysis
(Abst)
Arao Funase, Allan K. Barros, Shigeru Okuma, Tohru Yagi, Andrzej Cichocki
[P4B-09]
Assessing rCBF Changes in Parkingson's Disease using Independent Component Analysis
(Abst)
Jung-Lung Hsu, Jeng-Ren Duann, Han-Cheng Wang, Tzyy-Ping Jung
[P4B-10]
Application of Independent Component Analysis to Chemical Reactions
(Abst)
Sophia Triadaphillou, Julian Morris, Elaine Martin
[P4B-11]
Decorrelation Techniques for Geometry Coding of 3D Mesh
(Abst)
Mircea Curila, Sorin Curila, Danielle Nuzillard
Coffee Break (April 4, 10:30-11:00)
Lecture 3A: Beyond ICA (April 4, 11:00-12:30) 1F Noh-Theatre
Co-Chairs: Luis Almeida and Asoke Nandi
11:00-11:15
[L3A-1]
Finding Clusters in Independent Component Analysis
(Abst)
Francis R. Bach, Michael I. Jordan
11:15-11:30
[L3A-2]
Blind Source Separation with Relative Newton Method
(Abst)
Michael Zibulevsky
11:30-11:45
[L3A-3]
TV-SOBI: An Expansion of SOBI for Linearly Time-Varying Mixtures
(Abst)
Arie Yeredor
11:45-12:00
[L3A-4]
Sixth Order Blind Identification of Underdetermined Mixtures (BIRTH) of Sources
(Abst)
Laurent Albera, Anne Ferreol, Pierre Comon, Pascal Chevalier
12:00-12:15
[L3A-5]
On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models
(Abst)
Alexander Ilin, Harri Valpola
12:15-12:30
[L3A-6]
The Co-Information Lattice
(Abst)
Anthony John Bell
Lecture 3B: Convolutive Models and their Applications (April 4, 11:00-12:30) 2F Conference Room 3+4
Co-Chairs: Yujiro Inouye and Chong-Yong Chi
11:00-11:15
[L3B-1]
A Robust Algorithm for Blind Separation of Convolutive Mixture of Sources
(Abst)
Kiyotoshi Matsuoka, Satoshi Nakashima
11:15-11:30
[L3B-2]
Blind Separation of Multiple Convolved Colored Signals using Second-Order Statistics
(Abst)
Mitsuru Kawamoto, Yujiro Inouye
11:30-11:45
[L3B-3]
A Joint Diagonalization Method for Convolutive Blind Separation of Nonstationary Sources in the Frequency Domain
(Abst)
Wenwu Wang, Jonathon A. Chambers, Saeid Sanei
11:45-12:00
[L3B-4]
A Generalization of a Class of Blind Source Separation Algorithms for Convolutive Mixtures
(Abst)
Herbert Buchner, Robert Aichner, Walter Kellermann
12:00-12:15
[L3B-5]
Geometrically Constrained ICA for Robust Separation of Sound Mixtures
(Abst)
Mirko Knaak, Shoko Araki, Shoji Makino
12:15-12:30
[L3B-6]
Wiener Based Source Separation with HMM/GMM using a Single Sensor
(Abst)
Laurent Benaroya, Frédéric Bimbot
Lunch (April 4, 12:30-14:00) 2F Reception Hall
Invited Talk 3: Aapo Hyvärinen (Helsinki University of Technology) (April 4, 14:00-14:45) 1F Noh-Theatre
Chair: Yutaka Kano
14:00-14:45
[IT-3]
Extensions of ICA as Models of Natural Images and Visual Processing
(Abst)
Aapo Hyvärinen, Patrik O. Hoyer, Jarmo Hurri
Spotlight 5A & 5B (April 4, 14:45-15:15) 1F Noh-Theatre
Chair: Hiroshi Saruwatari[P5A-01], [P5B-01], [P5B-02], [P5B-03],and [P5B-04]
Poster 5A: Convolutive Models 3 (April 4, 15:15-16:15) 2F Reception Hall
Chair: Hiroshi Saruwatari
14:45-14:50 (Spotlight)
[P5A-01]
Real-Time Blind Source Separation for Moving Speakers using Blockwise ICA and Residual Crosstalk Subtraction
(Abst)
Ryo Mukai, Hiroshi Sawada, Shoko Araki, Shoji Makino
[P5A-02]
Blind Separation of Convolutive Audio Mixtures using Nonstationarity
(Abst)
Dinh-Tuan Pham, Christine Servière, Hakim Boumaraf
[P5A-03]
On-Line Time-Domain Blind Source Separation of Nonstationary Convolved Signals
(Abst)
Robert Aichner, Herbert Buchner, Shoko Araki, Shoji Makino
[P5A-04]
SIMO-Model-Based Independent Component Analysis for High-Fidelity Blind Separation of Acoustic Signals
(Abst)
Tomoya Takatani, Tsuyoki Nishikawa, Hiroshi Saruwatari, Kiyohiro Shikano
[P5A-05]
Cepstrum-Like ICA Representations for Text Independent Speaker Recognition
(Abst)
Justinian Rosca, Andri Kofmehl
[P5A-06]
Control Systems Analysis via Blind Source Deconvolution
(Abst)
Kenji Sugimoto, Yoshito Kikkawa
[P5A-07]
Experimental Studies on DOA Estimation Based on Blind Signal Separation and Array Signal Processing
(Abst)
Jie Zhuo, Chao Sun
[P5A-08]
Towards Affect Recognition: An ICA Approach
(Abst)
Mandar Arun Rahurkar, John Hansen
[P5A-09]
Selective Microphone System using Blind Separation by Block Decorrelation of Output Signals
(Abst)
Masakazu Iwaki, Akio Ando
[P5A-10]
Blind Deconvolution of Timely-Correlated Sources by Homomorphic Filtering in Fourier Space
(Abst)
Wlodzimierz Kasprzak, Adam Okazaki
[P5A-11]
Blind Equalization of Fractionally-Spaced Channels
(Abst)
Luciano P. G. Sarperi, Vicente Zarzoso, Asoke K. Nandi
Poster 5B: Algorithms 3 (April 4, 15:15-16:15) 2F Reception Hall
Chair: Hiroshi Saruwatari
14:50-14:55 (Spotlight)
[P5B-01]
Blind Equalization by Sampled PDF Fitting
(Abst)
Marcelino Lazaro, Ignacio Santamaria, Carlos Pantaleon, Deniz Erdogmus, Kenneth E. Hild II, Jose C. Principe
14:55-15:00 (Spotlight)
[P5B-02]
ICA using Spacing Estimates of Entropy
(Abst)
Erik G. Miller, John W. Fisher
15:00-15:05 (Spotlight)
[P5B-03]
Initialized Jacobi Optimization in Independent Component Analysis
(Abst)
Juan Jose Murillo-Fuentes, Rafael Boloix, Francisco J. González-Serrano
15:05-15:10 (Spotlight)
[P5B-04]
Temporal and Time-Frequency Correlation-Based Blind Source Separation Methods
(Abst)
Yannick Deville
[P5B-05]
Adaptive Initialized Jacobi Optimization in Independent Component Analysis
(Abst)
Juan Jose Murillo-Fuentes, Rafael Boloix, Francisco J. González-Serrano
[P5B-06]
A Histogram-Based Overcomplete ICA Algorithm
(Abst)
Fabian Joachim Theis, Carlos Puntonet, Elmar Wolfgang Lang
[P5B-07]
Algebraic Overcomplete Independent Component Analysis
(Abst)
Khurram Waheed, Fathi M. Salem
[P5B-08]
Minimization-Projection (MP) Approach for Blind Source Separation in Different Mixing Models
(Abst)
Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi
[P5B-09]
Several Improvements of the Hérault-Jutten Model for Speech Segregation
(Abst)
Frédéric Berthommier, Seungjin Choi
[P5B-10]
Critical Point Analysis of Joint Diagonalization Criteria
(Abst)
Gen Hori, Jonathan H. Manton
[P5B-11]
A Geometric ICA Procedure Based on a Lattice of the Observation Space
(Abst)
Manuel R. Alvarez, Fernando Rojas, Carlos G. Puntonet, Fabian Theis, Elmar W. Lang, Julio Ortega
[P5B-12]
Adaptive Blind Source Separation in Order Specified by Stochastic Properties
(Abst)
Xiao-long Zhu, Jian-feng Chen, Xian-da Zhang
Coffee Break (April 4, 16:15-16:45)
Invited Talk 4: Jean-Francois Cardoso (Centre National de la Recherche Scientifique) (April 4, 16:45-17:30) 1F Noh-Theatre
Chair: Shun-ichi Amari
16:45-17:30
[IT-4]
Independent Component Analysis of the Cosmic Microwave Background
(Abst)
Jean-Francois Cardoso, Jacques Delabrouille, Guillaume Patanchon
Closing Session (April 4, 17:30-17:40) 1F Noh-Theatre