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ORCID5. ICA 2004: Granada, Spain
- Carlos García Puntonet, Alberto Prieto:
Independent Component Analysis and Blind Signal Separation, Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004, Proceedings. Lecture Notes in Computer Science 3195, Springer 2004, ISBN 3-540-23056-4
Theory and Fundamentals
- Zhijian Yuan, Erkki Oja:
A FastICA Algorithm for Non-negative Independent Component Analysis. 1-8 - Samareh Samadi, Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi:
Blind Source Separation by Adaptive Estimation of Score Function Difference. 9-17 - Francisco Castells
, Jorge Igual, Vicente Zarzoso, José Joaquín Rieta, José Millet:
Exploiting Spatiotemporal Information for Blind Atrial Activity Extraction in Atrial Arrhythmias. 18-25 - Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe:
Gaussianizing Transformations for ICA. 26-32 - Rubén Martín-Clemente, Susana Hornillo-Mellado, Carlos García Puntonet, José I. Acha:
New Eigensystem-Based Method for Blind Source Separation. 33-40 - Jean-François Cardoso, Dinh-Tuan Pham:
Optimization Issues in Noisy Gaussian ICA. 41-48 - Mark D. Plumbley:
Optimization Using Fourier Expansion over a Geodesic for Non-negative ICA. 49-56 - Sergio Cruces, Iván Durán:
The Minimum Support Criterion for Blind Signal Extraction: A Limiting Case of the Strengthened Young's Inequality. 57-64 - Harri Valpola, Jaakko Särelä:
Accurate, Fast and Stable Denoising Source Separation Algorithms. 65-72 - Yolanda Blanco Archilla, Santiago Zazo:
An Overview of BSS Techniques Based on Order Statistics: Formulation and Implementation Issues. 73-80 - Sebastien Lagrange, Luc Jaulin, Vincent Vigneron, Christian Jutten:
Analytical Solution of the Blind Source Separation Problem Using Derivatives. 81-88 - Arie Yeredor, Andreas Ziehe, Klaus-Robert Müller:
Approximate Joint Diagonalization Using a Natural Gradient Approach. 89-96 - Albert Bijaoui, Danielle Nuzillard, Tanusree Deb Barma:
BSS, Classification and Pixel Demixing. 97-104 - Pierre Comon, Myriam Rajih:
Blind Identification of Complex Under-Determined Mixtures. 105-112 - Mohamed Sahmoudi, Karim Abed-Meraim, Messaoud Benidir:
Blind Separation of Heavy-Tailed Signals Using Normalized Statistics. 113-120 - Pando G. Georgiev, Fabian J. Theis:
Blind Source Separation of Linear Mixtures with Singular Matrices. 121-128 - Yusuke Katayama, Masanori Ito, Allan Kardec Barros, Yoshinori Takeuchi, Tetsuya Matsumoto, Hiroaki Kudo, Noboru Ohnishi, Toshiharu Mukai:
Closely Arranged Directional Microphone for Source Separation: Effectiveness in Reduction of the Number of Taps and Preventing Factors. 129-135 - Motoaki Kawanabe, Klaus-Robert Müller:
Estimating Functions for Blind Separation when Sources Have Variance-Dependencies. 136-143 - Gen Hori:
Framework of Constrained Matrix Gradient Flows. 144-151 - Mike Davies:
Identifiability, Subspace Selection and Noisy ICA. 152-159 - Fulgencio S. Buendía Buendía, J. Miguel Barrón-Adame, Antonio Vega-Corona, Diego Andina:
Improving GRNNs in CAD Systems. 160-167 - Vincent Vigneron, Christian Jutten:
Fisher Information in Source Separation Problems. 168-176 - Saeid Sanei, Loukianos Spyrou, Wenwu Wang, Jonathon A. Chambers:
Localization of P300 Sources in Schizophrenia Patients Using Constrained BSS. 177-184 - Luis Vielva, Ignacio Santamaría, Jesús Ibáñez, Deniz Erdogmus, José Carlos Príncipe:
On the Estimation of the Mixing Matrix for Underdetermined Blind Source Separation in an Arbitrary Number of Dimensions. 185-192 - Ichigaku Takigawa, Mineichi Kudo, Atsuyoshi Nakamura, Jun Toyama:
On the Minimum l1-Norm Signal Recovery in Underdetermined Source Separation. 193-200 - Rémi Gribonval, Morten Nielsen:
On the Strong Uniqueness of Highly Sparse Representations from Redundant Dictionaries. 201-208 - Harald Stögbauer, Ralph G. Andrzejak, Alexander Kraskov, Peter Grassberger:
Reliability of ICA Estimates with Mutual Information. 209-216 - Frank C. Meinecke, Stefan Harmeling, Klaus-Robert Müller:
Robust ICA for Super-Gaussian Sources. 217-224 - Aiyou Chen, Peter J. Bickel:
Robustness of Prewhitening Against Heavy-Tailed Sources. 225-232 - Juan Charneco Fernández:
Simultaneous Extraction of Signal Using Algorithms Based on the Nonstationarity. 233-239 - Ivica Kopriva, Harold Szu:
Space-Time Variant Blind Source Separation with Additive Noise. 240-247 - David Blanco, Bernard Mulgrew, Steve McLaughlin, Diego P. Ruiz, María C. Carrión:
The Use of ICA in Speckle Noise. 248-255 - Carlos García Puntonet, Juan Manuel Górriz Sáez, Moisés Salmerón, Susana Hornillo-Mellado:
Theoretical Method for Solving BSS-ICA Using SVM. 256-262 - Bertrand Rivet, Vincent Vigneron, Anisoara Paraschiv-Ionescu, Christian Jutten:
Wavelet De-noising for Blind Source Separation in Noisy Mixtures. 263-270
Linear Mixture Models
- José M. Leiva-Murillo, Antonio Artés-Rodríguez:
A Gaussian Mixture Based Maximization of Mutual Information for Supervised Feature Extraction. 271-278 - Shahram Hosseini, Yannick Deville:
Blind Separation of Nonstationary Sources by Spectral Decorrelation. 279-286 - Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang, Kurt Stadlthanner:
Delayed AMUSE - A Tool for Blind Source Separation and Denoising. 287-294 - Lieven De Lathauwer, Joos Vandewalle:
Dimensionality Reduction in ICA and Rank-(R1, R2, ..., RN) Reduction in Multilinear Algebra. 295-302 - Yoshitatsu Matsuda, Kazunori Yamaguchi:
Linear Multilayer Independent Component Analysis Using Stochastic Gradient Algorithm. 303-310 - Jian-Wu Xu, Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe:
Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures. 311-318 - Dmitri Model, Michael Zibulevsky:
Signal Reconstruction in Sensor Arrays Using Temporal-Spatial Sparsity Regularization. 319-326 - Emmanuel Vincent, Xavier Rodet:
Underdetermined Source Separation with Structured Source Priors. 327-334 - Lieven De Lathauwer, Luc Hoegaerts, Joos Vandewalle:
A Grassmann-Rayleigh Quotient Iteration for Dimensionality Reduction in ICA. 335-342 - Daisuke Ito, Noboru Murata:
An Approach of Moment-Based Algorithm for Noisy ICA Models. 343-349 - Manuel Rodríguez Álvarez, Fernando Rojas Ruiz, Rubén Martín-Clemente, Ignacio Rojas Ruiz, Carlos García Puntonet:
Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals. 350-357 - Adriana Dapena:
A Novel Method to Recover N Sources from N-1 Observations and Its Application to Digital Communications. 358-365 - Nadège Thirion-Moreau, El Mostafa Fadaili, Eric Moreau:
A Sufficient Condition for Separation of Deterministic Signals Based on Spatial Time-Frequency Representations. 366-373 - Masanori Ito, Masashi Ohata, Mitsuru Kawamoto, Toshiharu Mukai, Yujiro Inouye, Noboru Ohnishi:
Adaptive Robust Super-exponential Algorithms for Deflationary Blind Equalization of Instantaneous Mixtures. 374-381 - Koby Todros, Joseph Tabrikian:
Application of Gaussian Mixture Models for Blind Separation of Independent Sources. 382-389 - Eran Doron, Arie Yeredor:
Asymptotically Optimal Blind Separation of Parametric Gaussian Sources. 390-397 - Cédric Févotte, Simon J. Godsill, Patrick J. Wolfe:
Bayesian Approach for Blind Separation of Underdetermined Mixtures of Sparse Sources. 398-405 - Alexander M. Bronstein, Michael M. Bronstein, Michael Zibulevsky:
Blind Source Separation Using the Block-Coordinate Relative Newton Method. 406-413 - Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Fernando Rojas Ruiz:
Hybridizing Genetic Algorithms with ICA in Higher Dimension. 414-421 - Sarit Shwartz, Michael Zibulevsky, Yoav Y. Schechner:
ICA Using Kernel Entropy Estimation with NlogN Complexity. 422-429 - Paul D. O'Grady, Barak A. Pearlmutter:
Soft-LOST: EM on a Mixture of Oriented Lines. 430-436 - Bijan Afsari, Perinkulam S. Krishnaprasad:
Some Gradient Based Joint Diagonalization Methods for ICA. 437-444 - Sang-Gyun Kim, Chang D. Yoo:
Underdetermined Independent Component Analysis by Data Generation. 445-452
Convolutive Models
- Ali Mansour:
Batch Mutually Referenced Separation Algorithm for MIMO Convolutive Mixtures. 453 - Ryo Mukai, Hiroshi Sawada, Shoko Araki, Shoji Makino:
Frequency Domain Blind Source Separation for Many Speech Signals. 461-469 - Addisson Salazar, Luis Vergara, Jorge Igual, Jorge Gosálbez, Ramón Miralles:
ICA Model Applied to Multichannel Non-destructive Evaluation by Impact-Echo. 470-477 - Barak A. Pearlmutter, Anthony M. Zador:
Monaural Source Separation Using Spectral Cues. 478-485 - Kostas Kokkinakis, Asoke K. Nandi:
Multichannel Speech Separation Using Adaptive Parameterization of Source PDFs. 486-493 - Paris Smaragdis:
Non-negative Matrix Factor Deconvolution; Extraction of Multiple Sound Sources from Monophonic Inputs. 494-499 - Alexander M. Bronstein, Michael M. Bronstein, Michael Zibulevsky, Yehoshua Y. Zeevi:
Optimal Sparse Representations for Blind Deconvolution of Images. 500-507 - Pierre Jallon, Antoine Chevreuil, Philippe Loubaton, Pascal Chevalier:
Separation of Convolutive Mixtures of Cyclostationary Sources: A Contrast Function Based Approach. 508-515 - Liangsuo Ma, Ah Chung Tsoi:
A Continuous Time Balanced Parametrization Approach to Multichannel Blind Deconvolution. 516-523 - Seung H. Nam, Seungkwon Beack:
A Frequency-Domain Normalized Multichannel Blind Deconvolution Algorithm for Acoustical Signals. 524-531 - Wenwu Wang, Jonathon A. Chambers, Saeid Sanei:
A Novel Hybrid Approach to the Permutation Problem of Frequency Domain Blind Source Separation. 532-539 - Samer A. Abdallah, Mark D. Plumbley:
Application of Geometric Dependency Analysis to the Separation of Convolved Mixtures. 540-547 - Konstantinos I. Diamantaras, Theophilos Papadimitriou:
Blind Deconvolution of SISO Systems with Binary Source Based on Recursive Channel Shortening. 548-553 - Alexander M. Bronstein, Michael M. Bronstein, Michael Zibulevsky:
Blind Deconvolution Using the Relative Newton Method. 554-561 - Hyung-Min Park, Sang-Hoon Oh, Soo-Young Lee:
Blind Equalization Using Direct Channel Estimation. 562-569 - Eran Eidinger, Arie Yeredor:
Blind MIMO Identification Using the Second Characteristic Function. 570-577 - Marcel Joho:
Blind Signal Separation of Convolutive Mixtures: A Time-Domain Joint-Diagonalization Approach. 578-585 - Susana Hornillo-Mellado, Carlos García Puntonet, Rubén Martín-Clemente, Manuel Rodríguez Álvarez, Juan Manuel Górriz Sáez:
Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach. 586-593 - Mads Dyrholm, Lars Kai Hansen:
CICAAR: Convolutive ICA with an Auto-regressive Inverse Model. 594-601 - Bernard Xerri, Bruno Borloz:
Detection by SNR Maximization: Application to the Blind Source Separation Problem. 602-609 - Hiroshi Sawada, Stefan Winter, Ryo Mukai, Shoko Araki, Shoji Makino:
Estimating the Number of Sources for Frequency-Domain Blind Source Separation. 610-617 - Rasmus Kongsgaard Olsson, Lars Kai Hansen:
Estimating the Number of Sources in a Noisy Convolutive Mixture Using BIC. 618-625 - Satoshi Ukai, Hiroshi Saruwatari, Tomoya Takatani, Kiyohiro Shikano, Ryo Mukai, Hiroshi Sawada:
Evaluation of Multistage SIMO-Model-Based Blind Source Separation Combining Frequency-Domain ICA and Time-Domain ICA. 626-633 - Scott C. Douglas, Hiroshi Sawada, Shoji Makino:
On Coefficient Delay in Natural Gradient Blind Deconvolution and Source Separation Algorithms. 634-642 - Markus Hofbauer:
On the FIR Inversion of an Acoustical Convolutive Mixing System: Properties and Limitations. 643-651 - Stefan Winter, Hiroshi Sawada, Shoko Araki, Shoji Makino:
Overcomplete BSS for Convolutive Mixtures Based on Hierarchical Clustering. 652-660 - Wenwu Wang, Jonathon A. Chambers, Saeid Sanei:
Penalty Function Approach for Constrained Convolutive Blind Source Separation. 661-668 - Nikolaos Mitianoudis, Michael E. Davies:
Permutation Alignment for Frequency Domain ICA Using Subspace Beamforming Methods. 669-676 - Alexander M. Bronstein, Michael M. Bronstein, Michael Zibulevsky, Yehoshua Y. Zeevi:
QML Blind Deconvolution: Asymptotic Analysis. 677-684 - Kiyotaka Kohno, Yujiro Inouye, Mitsuru Kawamoto:
Super-exponential Methods Incorporated with Higher-Order Correlations for Deflationary Blind Equalization of MIMO Linear Systems. 685-693
Nonlinear ICA and BSS
- Shahram Hosseini, Yannick Deville:
Blind Maximum Likelihood Separation of a Linear-Quadratic Mixture. 694-701 - Anthony Larue, Christian Jutten, Shahram Hosseini:
Markovian Source Separation in Post-nonlinear Mixtures. 702-709 - John Aldo Lee, Christian Jutten, Michel Verleysen:
Non-linear ICA by Using Isometric Dimensionality Reduction. 710-717 - Fabian J. Theis, Shun-ichi Amari:
Postnonlinear Overcomplete Blind Source Separation Using Sparse Sources. 718-725 - Fabian J. Theis, Anke Meyer-Bäse, Elmar Wolfgang Lang:
Second-Order Blind Source Separation Based on Multi-dimensional Autocovariances. 726-733 - Luís B. Almeida, Miguel Faria:
Separating a Real-Life Nonlinear Mixture of Images. 734-741 - Tobias Blaschke, Laurenz Wiskott:
Independent Slow Feature Analysis and Nonlinear Blind Source Separation. 742-749 - Jun Fujiki, Shotaro Akaho, Noboru Murata:
Nonlinear PCA/ICA for the Structure from Motion Problem. 750-757 - Fernando Rojas Ruiz, Carlos García Puntonet, Ignacio Rojas Ruiz, Manuel Rodríguez Álvarez, Juan Manuel Górriz Sáez:
Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS. 758-765 - Alexander Ilin, Antti Honkela:
Post-nonlinear Independent Component Analysis by Variational Bayesian Learning. 766-773 - Juha Karvanen, Toshihisa Tanaka:
Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA. 774-781 - Anke Meyer-Bäse, Fabian J. Theis, Oliver Lange, Carlos García Puntonet:
Tree-Dependent and Topographic Independent Component Analysis for fMRI Analysis. 782-789 - Antti Honkela, Stefan Harmeling, Leo Lundqvist, Harri Valpola:
Using Kernel PCA for Initialisation of Variational Bayesian Nonlinear Blind Source Separation Method. 790-797
Speech Processing Applications
- Massoud Babaie-Zadeh, Ali Mansour, Christian Jutten, Farrokh Marvasti:
A Geometric Approach for Separating Several Speech Signals. 798-806 - Christine Servière, Dinh-Tuan Pham:
A Novel Method for Permutation Correction in Frequency-Domain in Blind Separation of Speech Mixtures. 807-815 - Juan Manuel Sanchis, Francisco Castells, José Joaquín Rieta:
Convolutive Acoustic Mixtures Approximation to an Instantaneous Model Using a Stereo Boundary Microphone Configuration. 816-823 - Pedro Gómez Vilda, Rafael Martínez, Agustín Álvarez Marquina, Victor Nieto Lluis, María Victoria Rodellar Biarge, Francisco Díaz Pérez, Francisco Jorge Rodríguez Dapena:
DOA Detection from HOS by FOD Beamforming and Joint-Process Estimation. 824-831 - Dorothea Kolossa, Reinhold Orglmeister:
Nonlinear Postprocessing for Blind Speech Separation. 832-839 - Robert Aichner, Herbert Buchner, Fei Yan, Walter Kellermann:
Real-Time Convolutive Blind Source Separation Based on a Broadband Approach. 840-848 - Koutaro Kamata, Xuebin Hu, Hidefumi Kobatake:
A New Approach to the Permutation Problem in Frequency Domain Blind Source Separation. 849-856 - Changkyu Choi, Gil-Jin Jang, Yongbeom Lee, Sang Ryong Kim:
Adaptive Cross-Channel Interference Cancellation on Blind Source Separation Outputs. 857-864 - Jordi Solé i Casals, Marcos Faúndez-Zanuy:
Application of the Mutual Information Minimization to Speaker Recognition / Verification Improvement. 865-872 - Rajkishore Prasad, Hiroshi Saruwatari, Kiyohiro Shikano:
Single Channel Speech Enhancement: MAP Estimation Using GGD Prior Under Blind Setup. 873-880 - Tsuyoki Nishikawa, Hiroshi Saruwatari, Kiyohiro Shikano, Atsunobu Kaminuma:
Stable and Low-Distortion Algorithm Based on Overdetermined Blind Separation for Convolutive Mixtures of Speech. 881-888 - Daniel V. Smith, Jason Lukasiak, Ian S. Burnett:
Two Channel, Block Adaptive Audio Separation Using the Cross Correlation of Time Frequency Information. 889-897 - Shoko Araki, Shoji Makino, Hiroshi Sawada, Ryo Mukai:
Underdetermined Blind Separation of Convolutive Mixtures of Speech with Directivity Pattern Based Mask and ICA. 898-905
Image Processing Applications
- Wei Lu, Jian Zhang, Xiaobing Sun, Kanzo Okada:
A Digital Watermarking Technique Based on ICA Image Features. 906-913 - Mika Inki:
A Model for Analyzing Dependencies Between Two ICA Features in Natural Images. 914-921 - Marc Castella, Jean-Christophe Pesquet:
An Iterative Blind Source Separation Method for Convolutive Mixtures of Images. 922-929 - Mauro Costagli, Ercan E. Kuruoglu, Alijah Ahmed:
Astrophysical Source Separation Using Particle Filters. 930-937 - Juan José Murillo-Fuentes:
Independent Component Analysis in the Watermarking of Digital Images. 938-945 - David Alleysson, Sabine Süsstrunk:
Spatio-chromatic ICA of a Mosaiced Color Image. 946-953 - Ivan Gerace, Francesco Cricco, Anna Tonazzini:
An Extended Maximum Likelihood Approach for the Robust Blind Separation of Autocorrelated Images from Noisy Mixtures. 954-961