9. LVA/ICA 2010: St. Malo, France
Vincent Vigneron, Vicente Zarzoso, Eric Moreau, Rémi Gribonval, Emmanuel Vincent (Eds.): Latent Variable Analysis and Signal Separation - 9th International Conference, LVA/ICA 2010, St. Malo, France, September 27-30, 2010. Proceedings. Springer 2010 Lecture Notes in Computer Science 6365 ISBN 978-3-642-15994-7
Speech and Audio Applications
- Benedikt Loesch, Bin Yang: Blind Source Separation Based on Time-Frequency Sparseness in the Presence of Spatial Aliasing. 1-8
- Jirí Málek, Zbynek Koldovský, Petr Tichavský: Adaptive Time-Domain Blind Separation of Speech Signals. 9-16
- Zbynek Koldovský, Petr Tichavský, Jirí Málek: Time-Domain Blind Audio Source Separation Method Producing Separating Filters of Generalized Feedforward Structure. 17-24
- Zbynek Koldovský, Petr Tichavský, Jirí Málek: Subband Blind Audio Source Separation Using a Time-Domain Algorithm and Tree-Structured QMF Filter Bank. 25-32
- Alexey Ozerov, Emmanuel Vincent, Frédéric Bimbot: A General Modular Framework for Audio Source Separation. 33-40
- Benedikt Loesch, Bin Yang: Adaptive Segmentation and Separation of Determined Convolutive Mixtures under Dynamic Conditions. 41-48
- Hiroshi Saruwatari, Ryoi Okamoto, Yu Takahashi, Kiyohiro Shikano: Blind Speech Extraction Combining Generalized MMSE STSA Estimator and ICA-Based Noise and Speech Probability Density Function Estimations. 49-56
- Keisuke Hasegawa, Nobutaka Ono, Shigeki Miyabe, Shigeki Sagayama: Blind Estimation of Locations and Time Offsets for Distributed Recording Devices. 57-64
- Xiao-Feng Gong, Qiu-Hua Lin: Speech Separation via Parallel Factor Analysis of Cross-Frequency Covariance Tensor. 65-72
- Ngoc Q. K. Duong, Emmanuel Vincent, Rémi Gribonval: Under-Determined Reverberant Audio Source Separation Using Local Observed Covariance and Auditory-Motivated Time-Frequency Representation. 73-80
- Nobutaka Ito, Emmanuel Vincent, Nobutaka Ono, Rémi Gribonval, Shigeki Sagayama: Crystal-MUSIC: Accurate Localization of Multiple Sources in Diffuse Noise Environments Using Crystal-Shaped Microphone Arrays. 81-88
Convolutive Signal Separation
- Jonathan Le Roux, Emmanuel Vincent, Yuu Mizuno, Hirokazu Kameoka, Nobutaka Ono, Shigeki Sagayama: Consistent Wiener Filtering: Generalized Time-Frequency Masking Respecting Spectrogram Consistency. 89-96
- Hicham Saylani, Shahram Hosseini, Yannick Deville: Blind Separation of Convolutive Mixtures of Non-stationary Sources Using Joint Block Diagonalization in the Frequency Domain. 97-105
- Siouar Bensaid, Antony Schutz, Dirk T. M. Slock: Single Microphone Blind Audio Source Separation Using EM-Kalman Filter and Short+Long Term AR Modeling. 106-113
The 2010 Signal Separation Evaluation Campaign (SiSEC2010)
- Shoko Araki, Alexey Ozerov, Vikrham Gowreesunker, Hiroshi Sawada, Fabian J. Theis, Guido Nolte, Dominik Lutter, Ngoc Q. K. Duong: The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Audio Source Separation. 114-122
- Shoko Araki, Fabian J. Theis, Guido Nolte, Dominik Lutter, Alexey Ozerov, Vikrham Gowreesunker, Hiroshi Sawada, Ngoc Q. K. Duong: The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Biomedical Source Separation. 123-130
Audio
- Qingju Liu, Wenwu Wang, Philip J. B. Jackson: Use of Bimodal Coherence to Resolve Spectral Indeterminacy in Convolutive BSS. 131-139
- Gautham J. Mysore, Paris Smaragdis, Bhiksha Raj: Non-negative Hidden Markov Modeling of Audio with Application to Source Separation. 140-148
- Masahiro Nakano, Jonathan Le Roux, Hirokazu Kameoka, Yu Kitano, Nobutaka Ono, Shigeki Sagayama: Nonnegative Matrix Factorization with Markov-Chained Bases for Modeling Time-Varying Patterns in Music Spectrograms. 149-156
- Emmanuel Vincent: An Experimental Evaluation of Wiener Filter Smoothing Techniques Applied to Under-Determined Audio Source Separation. 157-164
- Nobutaka Ono, Shigeki Miyabe: Auxiliary-Function-Based Independent Component Analysis for Super-Gaussian Sources. 165-172
Theory
- Yannick Deville: ICA Separability of Nonlinear Models with References: General Properties and Application to Heisenberg-Coupled Quantum States (Qubits). 173-180
- Andreas Sandmair, Alam Zaib, Fernando Puente León: Adaptive Underdetermined ICA for Handling an Unknown Number of Sources. 181-188
- Miguel Almeida, José M. Bioucas-Dias, Ricardo Vigário: Independent Phase Analysis: Separating Phase-Locked Subspaces. 189-196
- Xi-Lin Li, Matthew Anderson, Tülay Adali: Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization. 197-204
- Michael Shamis, Yehoshua Y. Zeevi: Independent Component Analysis of Time/Position Varying Mixtures. 205-212
- Alessandro Adamo, Giuliano Grossi: Random Pruning of Blockwise Stationary Mixtures for Online BSS. 213-220
- Takanori Inazumi, Shohei Shimizu, Takashi Washio: Use of Prior Knowledge in a Non-Gaussian Method for Learning Linear Structural Equation Models. 221-228
- Pauliina Ilmonen, Klaus Nordhausen, Hannu Oja, Esa Ollila: A New Performance Index for ICA: Properties, Computation and Asymptotic Analysis. 229-236
- Yannick Deville, Shahram Hosseini: Blind Operation of a Recurrent Neural Network for Linear-Quadratic Source Separation: Fixed Points, Stabilization and Adaptation Scheme. 237-244
- Hirokazu Kameoka, Takuya Yoshioka, Mariko Hamamura, Jonathan Le Roux, Kunio Kashino: Statistical Model of Speech Signals Based on Composite Autoregressive System with Application to Blind Source Separation. 245-253
- Claudia Plant, Fabian J. Theis, Anke Meyer-Bäse, Christian Böhm: Information-Theoretic Model Selection for Independent Components. 254-262
- Leonardo Tomazeli Duarte, Ricardo Suyama, Romis de Faissol Attux, Yannick Deville, João Marcos Travassos Romano, Christian Jutten: Blind Source Separation of Overdetermined Linear-Quadratic Mixtures. 263-270
- Qiu-Hua Lin, Li-Dan Wang, Jian-Gang Lin, Xiao-Feng Gong: Constrained Complex-Valued ICA without Permutation Ambiguity Based on Negentropy Maximization. 271-278
- Norbert Michael Mayer, Oliver Obst, Chang Yu-Chen: Time Series Causality Inference Using Echo State Networks. 279-286
- Hao Shen, Martin Kleinsteuber: Complex Blind Source Separation via Simultaneous Strong Uncorrelating Transform. 287-294
Telecom
- Héctor J. Pérez-Iglesias, Adriana Dapena, Paula Maria Castro, José Antonio García-Naya: Hybrid Channel Estimation Strategy for MIMO Systems with Decision Feedback Equalizer. 311-318
- Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten: An Alternating Minimization Method for Sparse Channel Estimation. 319-327
- Radoslaw Mazur, Alfred Mertins: A Method for Filter Equalization in Convolutive Blind Source Separation. 328-336
- Carlos Alexandre R. Fernandes, João Cesar M. Mota, Gérard Favier: Cancellation of Nonlinear Inter-Carrier Interference in OFDM Systems with Nonlinear Power-Amplifiers. 337-345
Tensor Factorizations
- Matthew Anderson, Xi-Lin Li, Tülay Adali: Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model. 354-361
- André L. F. de Almeida, Pierre Comon, Xavier Luciani: Deterministic Blind Separation of Sources Having Different Symbol Rates Using Tensor-Based Parallel Deflation. 362-369
- Harold W. Gutch, Takanori Maehara, Fabian J. Theis: Second Order Subspace Analysis and Simple Decompositions. 370-377
Sparsity I
- Everton Z. Nadalin, André K. Takahata, Leonardo Tomazeli Duarte, Ricardo Suyama, Romis de Faissol Attux: Blind Extraction of the Sparsest Component. 394-401
- Bertrand Rivet, Leonardo Tomazeli Duarte, Christian Jutten: Blind Extraction of Intermittent Sources. 402-409
- Mehrdad Yaghoobi, Mike E. Davies: Dictionary Learning for Sparse Representations: A Pareto Curve Root Finding Approach. 410-417
- Ivan Damnjanovic, Matthew E. P. Davies, Mark D. Plumbley: SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms. 418-425
Sparsity; Biomedical Applications
- Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, Christian Jutten: Fast Block-Sparse Decomposition Based on SL0. 426-433
- Florian Blöchl, Andreas Kowarsch, Fabian J. Theis: Second-Order Source Separation Based on Prior Knowledge Realized in a Graph Model. 434-441
- Florian Kohl, Gerd Wübbeler, Dorothea Kolossa, Clemens Elster, Markus Bär, Reinhold Orglmeister: Noise Adjusted PCA for Finding the Subspace of Evoked Dependent Signals from MEG Data. 442-449
- Marc Henniges, Gervasio Puertas, Jörg Bornschein, Julian Eggert, Jörg Lücke: Binary Sparse Coding. 450-457
- Aris Gretsistas, Mark D. Plumbley: A Multichannel Spatial Compressed Sensing Approach for Direction of Arrival Estimation. 458-465
- Fabian J. Theis, Nikola S. Müller, Claudia Plant, Christian Böhm: Robust Second-Order Source Separation Identifies Experimental Responses in Biomedical Imaging. 466-473
- Vincent Vigneron, Hsin Chen, Yen-Tai Chen, Hsin-Yi Lai, You-Yin Chen: Decomposition of EEG Signals for Multichannel Neural Activity Analysis in Animal Experiments. 474-481
Non-negativity; Image Processing Applications
- Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten: Using Non-Negative Matrix Factorization for Removing Show-Through. 482-489
- Ivica Kopriva, Andrzej Cichocki: Nonlinear Band Expansion and 3D Nonnegative Tensor Factorization for Blind Decomposition of Magnetic Resonance Image of the Brain. 490-497
- Antoine Liutkus, Roland Badeau, Gaël Richard: Informed Source Separation Using Latent Components. 498-505
- Koray Kayabol, Ercan E. Kuruoglu: Non-stationary t-Distribution Prior for Image Source Separation from Blurred Observations. 506-513
- Zhirong Yang, Zhanxing Zhu, Erkki Oja: Automatic Rank Determination in Projective Nonnegative Matrix Factorization. 514-521
- Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Christian Jutten: Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization. 522-529
- Cosmin Lazar, Danielle Nuzillard, Ann Nowé: A New Geometrical BSS Approach for Non Negative Sources. 530-537
- Ercan E. Kuruoglu: Dependent Component Analysis for Cosmology: A Case Study. 538-545
Tensors; Joint Diagonalization
- Dimitri Nion, Bart Vandewoestyne, Siegfried Vanaverbeke, Koen Van Den Abeele, Herbert De Gersem, Lieven De Lathauwer: A Time-Frequency Technique for Blind Separation and Localization of Pure Delayed Sources. 546-554
- Xavier Luciani, Laurent Albera: Joint Eigenvalue Decomposition Using Polar Matrix Factorization. 555-562
- Gen Hori: Joint SVD and Its Application to Factorization Method. 563-570
Sparsity II
- Prasad Sudhakar, Simon Arberet, Rémi Gribonval: Double Sparsity: Towards Blind Estimation of Multiple Channels. 571-578
- Rad Niazadeh, Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, Christian Jutten: Adaptive and Non-adaptive ISI Sparse Channel Estimation Based on SL0 and Its Application in ML Sequence-by-Sequence Equalization. 579-587
Biomedical Applications
- Michel Haritopoulos, Cécile Capdessus, Asoke K. Nandi: Extraction of Foetal Contribution to ECG Recordings Using Cyclostationarity-Based Source Separation Method. 588-595
- Ronald Phlypo, Nisrine Jrad, Bertrand Rivet, Marco Congedo: Common SpatioTemporal Pattern Analysis. 596-603
- Eva L. Dyer, Marco F. Duarte, Don H. Johnson, Richard G. Baraniuk: Recovering Spikes from Noisy Neuronal Calcium Signals via Structured Sparse Approximation. 604-611
- Julie Coloigner, Laurent Albera, Ahmad Karfoul, Amar Kachenoura, Pierre Comon, Lotfi Senhadji: Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICAexp Method. 612-619
- Fengyu Cong, Anh Huy Phan, Heikki Lyytinen, Tapani Ristaniemi, Andrzej Cichocki: Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential. 620-628
Emerging Topics
- Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten: Riemannian Geometry Applied to BCI Classification. 629-636
- Qing Yan, Ercan E. Kuruoglu, Xiaokang Yang, Yi Xu, Koray Kayabol: Separating Reflections from a Single Image Using Spatial Smoothness and Structure Information. 637-644
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