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7. ICA 2007: London, UK
- Mike E. Davies, Christopher J. James, Samer A. Abdallah, Mark D. Plumbley
:
Independent Component Analysis and Signal Separation, 7th International Conference, ICA 2007, London, UK, September 9-12, 2007. Lecture Notes in Computer Science 4666, Springer 2007, ISBN 978-3-540-74493-1
Theory
- Jean-François Cardoso
A Flexible Component Model for Precision ICA. 1-8 - Marc Castella, Pierre Comon:
Blind Separation of Instantaneous Mixtures of Dependent Sources. 9-16 - Sergio Cruces, Auxiliadora Sarmiento, Iván Durán:
The Complex Version of the Minimum Support Criterion. 17-24 - Christophe De Luigi, Eric Moreau:
Optimal Joint Diagonalization of Complex Symmetric Third-Order Tensors. Application to Separation of Non Circular Signals. 25-32 - Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel:
Imposing Independence Constraints in the CP Model. 33-40 - Leonardo Tomazeli Duarte
Blind Source Separation of a Class of Nonlinear Mixtures. 41-48 - Harold W. Gutch, Fabian J. Theis:
Independent Subspace Analysis Is Unique, Given Irreducibility. 49-56 - Michel Journée, Pierre-Antoine Absil, Rodolphe Sepulchre:
Optimization on the Orthogonal Group for Independent Component Analysis. 57-64 - David N. Levin:
Using State Space Differential Geometry for Nonlinear Blind Source Separation. 65-72 - Jian Ma
Copula Component Analysis. 73-80 - Oleg V. Michailovich, Douglas Wiens:
On Separation of Signal Sources Using Kernel Estimates of Probability Densities. 81-88 - Morten Mørup
Shifted Independent Component Analysis. 89-96 - Jason A. Palmer, Kenneth Kreutz-Delgado, Bhaskar D. Rao, Scott Makeig:
Modeling and Estimation of Dependent Subspaces with Non-radially Symmetric and Skewed Densities. 97-104 - Hao Shen, Knut Hüper:
On the Relationships Between Power Iteration, Inverse Iteration and FastICA. 105-112 - Toshio Sumi, Toshio Sakata:
A Sufficient Condition for the Unique Solution of Non-Negative Tensor Factorization. 113-120 - Fabian J. Theis, Motoaki Kawanabe:
Colored Subspace Analysis. 121-128 - Frédéric Vrins
Is the General Form of Renyi's Entropy a Contrast for Source Separation? 129-136
Algorithms
- Nadia Bali, Ali Mohammad-Djafari
A Variational Bayesian Algorithm for BSS Problem with Hidden Gauss-Markov Models for the Sources. 137-144 - Cécile Capdessus, Asoke K. Nandi, N. Bouguerriou:
A New Source Extraction Algorithm for Cyclostationary Sources. 145-151 - Jih-Cheng Chao, Scott C. Douglas
A Robust Complex FastICA Algorithm Using the Huber M-Estimator Cost Function. 152-160 - Yannick Deville, Shahram Hosseini:
Stable Higher-Order Recurrent Neural Network Structures for Nonlinear Blind Source Separation. 161-168 - Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari:
Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization. 169-176 - Cédric Févotte, Fabian J. Theis:
Pivot Selection Strategies in Jacobi Joint Block-Diagonalization. 177-184 - Sabrina Gaito, Giuliano Grossi:
Speeding Up FastICA by Mixture Random Pruning. 185-192 - Hicham Ghennioui
An Algebraic Non Orthogonal Joint Block Diagonalization Algorithm for Blind Separation of Convolutive Mixtures of Sources. 193-200 - Hicham Ghennioui
Non Unitary Joint Block Diagonalization of Complex Matrices Using a Gradient Approach. 201-208 - Peter Gruber, C. Kohler, Fabian J. Theis:
A Toolbox for Model-Free Analysis of fMRI Data. 209-217 - Mitsuru Kawamoto, Yujiro Inouye, Kiyotaka Kohno, Takehide Maeda:
An Eigenvector Algorithm with Reference Signals Using a Deflation Approach for Blind Deconvolution. 218-226 - Jaehyung Lee, Taesu Kim, Soo-Young Lee:
Robust Independent Component Analysis Using Quadratic Negentropy. 227-235 - Nikolaos Mitianoudis, Tania Stathaki:
Underdetermined Source Separation Using Mixtures of Warped Laplacians. 236-243 - D. T. Pham:
Blind Separation of Cyclostationary Sources Using Joint Block Approximate Diagonalization. 244-251 - Barnabás Póczos, Zoltán Szabó, Melinda Kiszlinger, András Lörincz:
Independent Process Analysis Without a Priori Dimensional Information. 252-259 - Fernando Rojas
An Evolutionary Approach for Blind Inversion of Wiener Systems. 260-267 - Sen Jia, Yuntao Qian:
A Complexity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing. 268-276 - Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Smooth Component Analysis as Ensemble Method for Prediction Improvement. 277-284 - Petr Tichavský, Zbynek Koldovský, Erkki Oja:
Speed and Accuracy Enhancement of Linear ICA Techniques Using Rational Nonlinear Functions. 285-292 - Vicente Zarzoso, Pierre Comon:
Comparative Speed Analysis of FastICA. 293-300 - Kun Zhang, Laiwan Chan:
Kernel-Based Nonlinear Independent Component Analysis. 301-308 - Zhi-Lin Zhang, Liqing Zhang:
Linear Prediction Based Blind Source Extraction Algorithms in Practical Applications. 309-316
Sparse Methods
- Abdeldjalil Aïssa-El-Bey, Karim Abed-Meraim, Yves Grenier:
Blind Audio Source Separation Using Sparsity Based Criterion for Convolutive Mixture Case. 317-324 - Jörn Anemüller:
Maximization of Component Disjointness: A Criterion for Blind Source Separation. 325-332 - Radu V. Balan:
Estimator for Number of Sources Using Minimum Description Length Criterion for Blind Sparse Source Mixtures. 333-340 - Thomas Blumensath, Mike E. Davies:
Compressed Sensing and Source Separation. 341-348 - Jérôme Bobin, Yassir Moudden, Jalal Fadili, Jean-Luc Starck:
Morphological Diversity and Sparsity in Blind Source Separation. 349-356 - Pando G. Georgiev, Fabian J. Theis, Anca L. Ralescu:
Identifiability Conditions and Subspace Clustering in Sparse BSS. 357-364 - B. Vikrham Gowreesunker, Ahmed H. Tewfik:
Two Improved Sparse Decomposition Methods for Blind Source Separation. 365-372 - Ran Kaftory, Yehoshua Y. Zeevi:
Probabilistic Geometric Approach to Blind Separation of Time-Varying Mixtures. 373-380 - David A. Knowles
Infinite Sparse Factor Analysis and Infinite Independent Components Analysis. 381-388 - G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten:
Fast Sparse Representation Based on Smoothed l0 Norm. 389-396 - Nima Noorshams, Massoud Babaie-Zadeh, Christian Jutten:
Estimating the Mixing Matrix in Sparse Component Analysis Based on Converting a Multiple Dominant to a Single Dominant Problem. 397-405 - Mark D. Plumbley
Dictionary Learning for L1-Exact Sparse Coding. 406-413 - Paris Smaragdis, Bhiksha Raj, Madhusudana V. S. Shashanka
Supervised and Semi-supervised Separation of Sounds from Single-Channel Mixtures. 414-421 - Carlos Magno Sousa, André Borges Cavalcante, Denner Guilhon
Image Compression by Redundancy Reduction. 422-429 - Emmanuel Vincent:
Complex Nonconvex l p Norm Minimization for Underdetermined Source Separation. 430-437 - Hadi Zayyani, Massoud Babaie-Zadeh, G. Hosein Mohimani, Christian Jutten:
Sparse Component Analysis in Presence of Noise Using an Iterative EM-MAP Algorithm. 438-445
Speech and Audio Applications
- Heiko Claussen, Justinian Rosca, Robert I. Damper:
Mutual Interdependence Analysis (MIA). 446-453 - Brendan Fox, Andrew T. Sabin, Bryan Pardo, Alec Zopf:
Modeling Perceptual Similarity of Audio Signals for Blind Source Separation Evaluation. 454-461 - Malay Gupta, Scott C. Douglas
Beamforming Initialization and Data Prewhitening in Natural Gradient Convolutive Blind Source Separation of Speech Mixtures. 462-470 - Atsuo Hiroe
Blind Vector Deconvolution: Convolutive Mixture Models in Short-Time Fourier Transform Domain. 471-479 - Eugen Hoffmann, Dorothea Kolossa
A Batch Algorithm for Blind Source Separation of Acoustic Signals Using ICA and Time-Frequency Masking. 480-487 - Maria G. Jafari, Mark D. Plumbley
The Role of High Frequencies in Convolutive Blind Source Separation of Speech Signals. 488-494 - Kostas Kokkinakis, Philipos C. Loizou:
Signal Separation by Integrating Adaptive Beamforming with Blind Deconvolution. 495-503 - Ivica Kopriva:
Blind Signal Deconvolution as an Instantaneous Blind Separation of Statistically Dependent Sources. 504-511 - Radoslaw Mazur, Alfred Mertins:
Solving the Permutation Problem in Convolutive Blind Source Separation. 512-519 - Paul D. O'Grady, Barak A. Pearlmutter
Discovering Convolutive Speech Phones Using Sparseness and Non-negativity. 520-527 - Masashi Ohata, Kiyotoshi Matsuoka:
Frequency-Domain Implementation of a Time-Domain Blind Separation Algorithm for Convolutive Mixtures of Sources. 528-535 - R. Mitchell Parry, Irfan A. Essa:
Phase-Aware Non-negative Spectrogram Factorization. 536-543 - Richard E. Turner, Maneesh Sahani:
Probabilistic Amplitude Demodulation. 544-551 - Emmanuel Vincent, Hiroshi Sawada, Pau Bofill, Shoji Makino, Justinian P. Rosca:
First Stereo Audio Source Separation Evaluation Campaign: Data, Algorithms and Results. 552-559 - Stefan Wehr, Anthony Lombard, Herbert Buchner, Walter Kellermann:
'Shadow BSS' for Blind Source Separation in Rapidly Time-Varying Acoustic Scenes. 560-568
Biomedical Applications
- Raquel Cervigón, Conor Heneghan, Javier Moreno, Francisco Castells
Evaluation of Propofol Effects in Atrial Fibrillation Using Principal and Independent Component Analysis. 569-576 - Mike E. Davies, Christopher J. James, Suogang Wang:
Space-Time ICA and EM Brain Signals. 577-584 - Carlos A. Estombelo-Montesco, Draulio Barros De Araujo, Antonio Carlos Roque, E. R. Moraes, Allan Kardec Barros, Ronald T. Wakai
Extraction of Gastric Electrical Response Activity from Magnetogastrographic Recordings by DCA. 585-592 - Denner Guilhon
ECG Compression by Efficient Coding. 593-600 - Jonathan J. Halford
Detection of Paroxysmal EEG Discharges Using Multitaper Blind Signal Source Separation. 601-608 - James Michael Harte:
Constrained ICA for the Analysis of High Stimulus Rate Auditory Evoked Potentials. 609-616 - Ales Holobar, Damjan Zazula:
Gradient Convolution Kernel Compensation Applied to Surface Electromyograms. 617-624 - Robert Johnson, Jonathan Marchini, Stephen M. Smith, Christian F. Beckmann:
Independent Component Analysis of Functional Magnetic Resonance Imaging Data Using Wavelet Dictionaries. 625-632 - Jong-Hwan Lee
Multivariate Analysis of fMRI Group Data Using Independent Vector Analysis. 633-640 - Ronald Phlypo, Vicente Zarzoso, Pierre Comon, Yves D'Asseler, Ignace Lemahieu:
Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign. 641-648 - Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Juan Manuel Górriz Sáez, Carlos García Puntonet:
Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays. 649-656 - Wenlu Yang, Liqing Zhang, Libo Ma:
Perception of Transformation-Invariance in the Visual Pathway. 657-664 - Jarkko Ylipaavalniemi
Subspaces of Spatially Varying Independent Components in fMRI. 665-672 - Heriberto Zavala-Fernández, Tilmann Heinrich Sander, Martin Burghoff, Reinhold Orglmeister, Lutz Trahms:
Multi-modal ICA Exemplified on Simultaneously Measured MEG and EEG Data. 673-680
Miscellaneous
- Olivier Berné, Yannick Deville, Christine Joblin:
Blind Signal Separation Methods for the Identification of Interstellar Carbonaceous Nanoparticles. 681-688 - Markus Borschbach, Martin Pyka:
Specific Circumstances on the Ability of Linguistic Feature Extraction Based on Context Preprocessing by ICA. 689-696 - Ali Taylan Cemgil, Onur Dikmen:
Conjugate Gamma Markov Random Fields for Modelling Nonstationary Sources. 697-705 - Yannick Deville, Alain Deville:
Blind Separation of Quantum States: Estimating Two Qubits from an Isotropic Heisenberg Spin Coupling Model. 706-713 - Juan José González de la Rosa, Carlos García Puntonet, Antonio Moreno-Muñoz, A. Illana, J. A. Carmona:
An Application of ICA to BSS in a Container Gantry Crane Cabin's Model. 714-721 - Rima Guidara, Shahram Hosseini, Yannick Deville:
Blind Separation of Non-stationary Images Using Markov Models. 722-729 - Zbynek Koldovský, Petr Tichavský:
Blind Instantaneous Noisy Mixture Separation with Best Interference-Plus-Noise Rejection. 730-737 - Hariton Korizis, Nikolaos Mitianoudis, Anthony G. Constantinides:
Compact Representations of Market Securities Using Smooth Component Extraction. 738-745 - Libo Ma, Liqing Zhang:
Bayesian Estimation of Overcomplete Independent Feature Subspaces for Natural Images. 746-753 - Naoya Ohnishi, Atsushi Imiya:
ICA-Based Image Analysis for Robot Vision. 754-761 - Lars Omlor, Martin A. Giese
Learning of Translation-Invariant Independent Components: Multivariate Anechoic Mixtures. 762-769 - Héctor J. Pérez-Iglesias, Adriana Dapena
Channel Estimation for O-STBC MISO Systems Using Fourth-Order Cross-Cumulants. 770-777 - F. Poncelet, Gaetan Kerschen, J.-C. Golinval, F. Marin:
System Identification in Structural Dynamics Using Blind Source Separation Techniques. 778-785 - Arturo Serrano, Addisson Salazar
Image Similarity Based on Hierarchies of ICA Mixtures. 786-793 - Xavier Sevillano, Germán Cobo, Francesc Alías
Text Clustering on Latent Thematic Spaces: Variants, Strengths and Weaknesses. 794-801 - Akaysha C. Tang, Matthew T. Sutherland
Top-Down Versus Bottom-Up Processing in the Human Brain: Distinct Directional Influences Revealed by Integrating SOBI and Granger Causality. 802-809 - Steffen Unkel, Nickolay T. Trendafilov:
Noisy Independent Component Analysis as a Method of Rotating the Factor Scores. 810-817 - M. Alex O. Vasilescu
Multilinear (Tensor) ICA and Dimensionality Reduction. 818-826 - Arie Yeredor:
ICA in Boolean XOR Mixtures. 827-835 - Qiang Zhang, Jiande Sun, Ju Liu, Xinghua Sun:
A Novel ICA-Based Image/Video Processing Method. 836-842
Keynote Talk
- Shoji Makino, Hiroshi Sawada, Shoko Araki
Blind Audio Source Separation Based on Independent Component Analysis. 843
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