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ORCID6. ICA 2006: Charleston, SC, USA
- Justinian P. Rosca, Deniz Erdogmus, José Carlos Príncipe, Simon Haykin:
Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings. Lecture Notes in Computer Science 3889, Springer 2006, ISBN 3-540-32630-8
Algorithms and Architectures
- Bijan Afsari:
Simple LU and QR Based Non-orthogonal Matrix Joint Diagonalization. 1-7 - Mariana S. C. Almeida
, Harri Valpola, Jaakko Särelä:
Separation of Nonlinear Image Mixtures by Denoising Source Separation. 8-15 - Jörn Anemüller:
Second-Order Separation of Multidimensional Sources with Constrained Mixing System. 16-23 - Aiyou Chen:
Fast Kernel Density Independent Component Analysis. 24-31 - Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari:
Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms. 32-39 - Lieven De Lathauwer, Joséphine Castaing:
Second-Order Blind Identification of Underdetermined Mixtures. 40-47 - Yannick Deville, Johanna Chappuis, Shahram Hosseini, Johan Thomas:
Differential Fast Fixed-Point BSS for Underdetermined Linear Instantaneous Mixtures. 48-56 - Scott C. Douglas, Jan Eriksson, Visa Koivunen:
Equivariant Algorithms for Estimating the Strong-Uncorrelating Transform in Complex Independent Component Analysis. 57-65 - Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Ribeiro Faissol Attux, Fernando J. Von Zuben, João Marcos Travassos Romano:
Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics. 66-73 - Mads Dyrholm, Scott Makeig, Lars Kai Hansen:
Model Structure Selection in Convolutive Mixtures. 74-81 - Seungju Han, Sudhir Rao, José Carlos Príncipe:
Estimating the Information Potential with the Fast Gauss Transform. 82-89 - Zhaoshui He, Andrzej Cichocki:
K-EVD Clustering and Its Applications to Sparse Component Analysis. 90-97 - Kenneth E. Hild II, Hagai Attias, Srikantan S. Nagarajan:
An EM Method for Spatio-temporal Blind Source Separation Using an AR-MOG Source Model. 98-105 - Shahram Hosseini, Rima Guidara, Yannick Deville, Christian Jutten:
Markovian Blind Image Separation. 106-114 - Patrik O. Hoyer, Shohei Shimizu, Aapo Hyvärinen, Yutaka Kano, Antti J. Kerminen:
New Permutation Algorithms for Causal Discovery Using ICA. 115-122 - Masanori Ito, Mitsuru Kawamoto, Noboru Ohnishi, Yujiro Inouye:
Eigenvector Algorithms with Reference Signals for Frequency Domain BSS. 123-131 - Maria G. Jafari, Samer A. Abdallah, Mark D. Plumbley, Mike E. Davies:
Sparse Coding for Convolutive Blind Audio Source Separation. 132-139 - Ata Kabán, Ella Bingham:
ICA-Based Binary Feature Construction. 140-148 - Motoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir G. Spokoiny, Klaus-Robert Müller:
A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces. 149-156 - Motoaki Kawanabe, Fabian J. Theis:
Estimating Non-Gaussian Subspaces by Characteristic Functions. 157-164 - Taesu Kim, Torbjørn Eltoft, Te-Won Lee:
Independent Vector Analysis: An Extension of ICA to Multivariate Components. 165-172 - Jinwen Ma, Dengpan Gao, Fei Ge, Shun-ichi Amari:
A One-Bit-Matching Learning Algorithm for Independent Component Analysis. 173-180 - Ali Mansour, Nabih Benchekroun, Cédric Gervaise:
Blind Separation of Underwater Acoustic Signals. 181-188 - Srikantan S. Nagarajan, Hagai Attias, Kensuke Sekihara, Kenneth E. Hild II:
Partitioned Factor Analysis for Interference Suppression and Source Extraction. 189-197 - Umut Ozertem, Deniz Erdogmus, Tian Lan:
Recursive Generalized Eigendecomposition for Independent Component Analysis. 198-205 - Mark D. Plumbley:
Recovery of Sparse Representations by Polytope Faces Pursuit. 206-213 - Jianzhao Qin, Yuanqing Li, Qijin Liu:
ICA Based Semi-supervised Learning Algorithm for BCI Systems. 214-221 - Tapani Raiko, Matti Tornio, Antti Honkela, Juha Karhunen:
State Inference in Variational Bayesian Nonlinear State-Space Models. 222-229 - Saloua Rhioui, Marc Castella, Eric Moreau:
Quadratic MIMO Contrast Functions for Blind Source Separation in a Convolutive Context. 230-237 - Fernando Rojas, Jordi Solé i Casals, Enric Monte-Moreno, Carlos García Puntonet, Alberto Prieto:
A Canonical Genetic Algorithm for Blind Inversion of Linear Channels. 238-245 - Sarit Shwartz, Yoav Y. Schechner, Michael Zibulevsky:
Efficient Separation of Convolutive Image Mixtures. 246-253 - Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet, Pedro Gómez-Vilda, Thomas Langmann, Gerd Schmitz:
Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets. 254-261 - Frédéric Vrins, Michel Verleysen:
Minimum Support ICA Using Order Statistics. Part I: Quasi-range Based Support Estimation. 262-269 - Frédéric Vrins, Michel Verleysen:
Minimum Support ICA Using Order Statistics. Part II: Performance Analysis. 270-277 - Tzahi Weisman, Arie Yeredor:
Separation of Periodically Time-Varying Mixtures Using Second-Order Statistics. 278-285 - Edmond HaoCun Wu, Philip L. H. Yu, Wai Keung Li:
An Independent Component Ordering and Selection Procedure Based on the MSE Criterion. 286-294 - Yasunori Nishimori, Shotaro Akaho, Mark D. Plumbley:
Riemannian Optimization Method on the Flag Manifold for Independent Subspace Analysis. 295-302 - Zhi-Lin Zhang, Liqing Zhang:
A Two-Stage Based Approach for Extracting Periodic Signals. 303-310 - Kun Zhang, Lai-Wan Chan:
ICA by PCA Approach: Relating Higher-Order Statistics to Second-Order Moments. 311-318
Applications
- Moussa Akil, Christine Servière:
Separability of Convolutive Mixtures: Application to the Separation of Combustion Noise and Piston-Slap in Diesel Engine. 319-326 - Paul D. Baxter, Geoff Spence, John G. McWhirter:
Blind Signal Separation on Real Data: Tracking and Implementation. 327-334 - Isidore Paul Akam Bita, Michel Barret, Dinh-Tuan Pham:
Compression of Multicomponent Satellite Images Using Independent Components Analysis. 335-342 - Scott C. Douglas, Jan Eriksson, Visa Koivunen:
Fixed-Point Complex ICA Algorithms for the Blind Separation of Sources Using Their Real or Imaginary Components. 343-351 - Jani Even, Kenji Sugimoto:
Blind Estimation of Row Relative Degree Via Constrained Mutual Information Minimization. 352-359 - Nazli Guney, Aysin Ertüzün:
Undoing the Affine Transformation Using Blind Source Separation. 360-367 - Jorge Igual, Raul Llinares, Addisson Salazar:
Source Separation of Astrophysical Ice Mixtures. 368-375 - Fei Liu, Chang-Ying Wu:
Improvement on Multivariate Statistical Process Monitoring Using Multi-scale ICA. 376-383 - Motoaki Mouri, Arao Funase, Andrzej Cichocki, Ichi Takumi, Hiroshi Yasukawa, Masayasu Hata:
Global Noise Elimination from ELF Band Electromagnetic Signals by Independent Component Analysis. 384-391 - Michael Syskind Pedersen, Tue Lehn-Schiøler, Jan Larsen:
BLUES from Music: BLind Underdetermined Extraction of Sources from Music. 392-399 - Carlos García Puntonet, Juan José González de la Rosa, Isidro Lloret Galiana, Juan Manuel Górriz Sáez:
On the Performance of a HOS-Based ICA Algorithm in BSS of Acoustic Emission Signals. 400-405 - Addisson Salazar, Jorge Gosálbez, Jorge Igual, Raul Llinares, Luis Vergara:
Two Applications of Independent Component Analysis for Non-destructive Evaluation by Ultrasounds. 406-413 - Santiago Zazo, Yolanda Blanco Archilla, Lino García:
Blind Spatial Multiplexing Using Order Statistics for Time-Varying Channels. 414-421 - Oomke Weikert, Christian Klünder, Udo Zölzer:
Semi-blind Equalization of Wireless MIMO Frequency Selective Communication Channels. 422-429
Medical Applications
- Sergey Borisov, Alexander Ilin, Ricardo Vigário, Erkki Oja:
Comparison of BSS Methods for the Detection of alpha-Activity Components in EEG. 430-437 - Arao Funase, Tohru Yagi, Motoaki Mouri, Allan Kardec Barros, Andrzej Cichocki, Ichi Takumi:
Analysis on EEG Signals in Visually and Auditorily Guided Saccade Task by FICAR. 438-445 - Lars Kai Hansen, Ling Feng:
Cogito Componentiter Ergo Sum. 446-453 - Xin Jin, Anbang Xu, Rongfang Bie, Ping Guo:
Kernel Independent Component Analysis for Gene Expression Data Clustering. 454-461 - Sookjeong Kim, Seungjin Choi:
Topographic Independent Component Analysis of Gene Expression Time Series Data. 462-469 - Astrid Pietilä, Milad El-Segaier, Ricardo Vigário, Erkki Pesonen:
Blind Source Separation of Cardiac Murmurs from Heart Recordings. 470-477 - José Joaquín Rieta, Fernando Hornero, César Sánchez, Carlos Vayá, David Moratal, Juan Manuel Sanchis:
Derivation of Atrial Surface Reentries Applying ICA to the Standard Electrocardiogram of Patients in Postoperative Atrial Fibrillation. 478-485 - César Sánchez, José Joaquín Rieta, Carlos Vayá, David Moratal-Pérez, Roberto Zangróniz, José Millet:
Wavelet Denoising as Preprocessing Stage to Improve ICA Performance in Atrial Fibrillation Analysis. 486-494 - Carlos Vayá, José Joaquín Rieta, César Sánchez, David Moratal:
Performance Study of Convolutive BSS Algorithms Applied to the Electrocardiogram of Atrial Fibrillation. 495-502 - Jarkko Ylipaavalniemi, Seppo Mattila, Antti Tarkiainen, Ricardo Vigário:
Brains and Phantoms: An ICA Study of fMRI. 503-510 - Heriberto Zavala-Fernández, Tilmann Heinrich Sander, Martin Burghoff, Reinhold Orglmeister, Lutz Trahms:
Comparison of ICA Algorithms for the Isolation of Biological Artifacts in Magnetoencephalography. 511-518 - Yufeng Zhang, Le Wang, Yali Gao, Jianhua Chen, Xinling Shi:
Automatic De-noising of Doppler Ultrasound Signals Using Matching Pursuit Method. 519-526
Speech and Signal Processing
- Robert Aichner, Herbert Buchner, Walter Kellermann:
A Novel Normalization and Regularization Scheme for Broadband Convolutive Blind Source Separation. 527-535 - Simon Arberet, Rémi Gribonval, Frédéric Bimbot:
A Robust Method to Count and Locate Audio Sources in a Stereophonic Linear Instantaneous Mixture. 536-543 - Radu V. Balan, Justinian P. Rosca:
Convolutive Demixing with Sparse Discrete Prior Models for Markov Sources. 544-551 - Doru-Cristian Balcan, Justinian Rosca:
Independent Component Analysis for Speech Enhancement with Missing TF Content. 552-560 - Mert Bay, James W. Beauchamp:
Harmonic Source Separation Using Prestored Spectra. 561-568 - Pau Bofill, Enric Monte:
Underdetermined Convoluted Source Reconstruction Using LP and SOCP, and a Neural Approximator of the Optimizer. 569-576 - Paula Maria Castro, Héctor J. Pérez-Iglesias, Adriana Dapena, Luis Castedo:
Utilization of Blind Source Separation Algorithms for MIMO Linear Precoding. 577-584 - André Borges Cavalcante, Danilo P. Mandic, Tomasz M. Rutkowski, Allan Kardec Barros:
Speech Enhancement Based on the Response Features of Facilitated EI Neurons. 585-592 - Cédric Févotte, Simon J. Godsill:
Blind Separation of Sparse Sources Using Jeffrey's Inverse Prior and the EM Algorithm. 593-600 - Atsuo Hiroe:
Solution of Permutation Problem in Frequency Domain ICA, Using Multivariate Probability Density Functions. 601-608 - Wlodzimierz Kasprzak, Adam F. Okazaki, Adam B. Kowalski:
ICA-Based Speech Features in the Frequency Domain. 609-616 - Minje Kim, Seungjin Choi:
Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-Invariance. 617-624 - Intae Lee, Taesu Kim, Te-Won Lee:
Complex FastIVA: A Robust Maximum Likelihood Approach of MICA for Convolutive BSS. 625-632 - Sylvain Lesage, Sacha Krstulovic, Rémi Gribonval:
Under-Determined Source Separation: Comparison of Two Approaches Based on Sparse Decompositions. 633-640 - M. Khademul Islam Molla, Keikichi Hirose, Nobuaki Minematsu:
Separation of Mixed Audio Signals by Source Localization and Binary Masking with Hilbert Spectrum. 641-648 - Yoshimitsu Mori, Hiroshi Saruwatari, Tomoya Takatani, Kiyohiro Shikano, Takashi Hiekata, Takashi Morita:
ICA and Binary-Mask-Based Blind Source Separation with Small Directional Microphones. 649-657 - Hyung-Min Park, Jong-Hwan Lee, Sang-Hoon Oh, Soo-Young Lee:
Blind Deconvolution with Sparse Priors on the Deconvolution Filters. 658-665 - R. Mitchell Parry, Irfan A. Essa:
Estimating the Spatial Position of Spectral Components in Audio. 666-673 - Michael Pedersen, DeLiang Wang, Jan Larsen, Ulrik Kjems:
Separating Underdetermined Convolutive Speech Mixtures. 674-681 - Matthieu Puigt, Yannick Deville:
Two Time-Frequency Ratio-Based Blind Source Separation Methods for Time-Delayed Mixtures. 682-690 - Hiroshi Sawada, Shoko Araki, Ryo Mukai, Shoji Makino:
On Calculating the Inverse of Separation Matrix in Frequency-Domain Blind Source Separation. 691-699 - Mikkel N. Schmidt, Morten Mørup:
Nonnegative Matrix Factor 2-D Deconvolution for Blind Single Channel Source Separation. 700-707 - Liran Shen, Xueyao Li, Qingbo Yin, Huiqiang Wang:
Speech Enhancement in Short-Wave Channel Based on ICA in Empirical Mode Decomposition Domain. 708-713 - Pedro Gómez-Vilda, Francisco Díaz Pérez, Rafael Martínez, Raul Malutan, María Victoria Rodellar Biarge, Carlos García Puntonet:
Robust Preprocessing of Gene Expression Microarrays for Independent Component Analysis. 714-721 - Emmanuel Vincent, Mark D. Plumbley:
Single-Channel Mixture Decomposition Using Bayesian Harmonic Models. 722-730 - Kun Zhang, Lai-Wan Chan:
Enhancement of Source Independence for Blind Source Separation. 731-738 - Yong-Rui Zheng, Qiu-Hua Lin, Fuliang Yin, Hualou Liang:
Speech Enhancement Using ICA with EMD-Based Reference. 739-746
Theory
- Frédéric Vrins, Deniz Erdogmus, Christian Jutten, Michel Verleysen:
Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS). 747-754 - Abdeldjalil Aïssa-El-Bey, Karim Abed-Meraim, Yves Grenier:
On the Identifiability Testing in Blind Source Separation Using Resampling Technique. 755-764 - Chunqi Chang, Peter Chin Wan Fung, Yeung Sam Hung:
On a Sparse Component Analysis Approach to Blind Source Separation. 765-772 - Chen Wei, Li Chin Khor, Wai Lok Woo, Satnam Singh Dlay:
Post-nonlinear Underdetermined ICA by Bayesian Statistics. 773-780 - Scott C. Douglas:
Relationships Between the FastICA Algorithm and the Rayleigh Quotient Iteration. 781-789 - Scott C. Douglas, Zhijian Yuan, Erkki Oja:
Average Convergence Behavior of the FastICA Algorithm for Blind Source Separation. 790-798 - Torbjørn Eltoft, Taesu Kim, Te-Won Lee:
Multivariate Scale Mixture of Gaussians Modeling. 799-806 - Pando G. Georgiev, Danielle Nuzillard, Anca L. Ralescu:
Sparse Deflations in Blind Signal Separation. 807-814 - Gen Hori:
Global Analysis of Log Likelihood Criterion. 815-822 - Tian Lan, Yonghong Huang, Deniz Erdogmus:
A Comparison of Linear ICA and Local Linear ICA for Mutual Information Based Feature Ranking. 823-830 - Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Cuntai Guan:
Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation. 831-837 - Jinwen Ma, Zhe Chen, Shun-ichi Amari:
Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition. 838-845 - António R. C. Paiva, Jian-Wu Xu, José Carlos Príncipe:
Kernel Principal Components Are Maximum Entropy Projections. 846-853 - Jason A. Palmer, Kenneth Kreutz-Delgado, Scott Makeig:
Super-Gaussian Mixture Source Model for ICA. 854-861 - Maciej Pedzisz, Ali Mansour:
Instantaneous MISO Separation of BPSK Sources. 862-867 - Dinh-Tuan Pham:
Blind Partial Separation of Instantaneous Mixtures of Sources. 868-875 - Mohamed Sahmoudi, Moeness G. Amin, Karim Abed-Meraim, Adel Belouchrani:
Contrast Functions for Blind Source Separation Based on Time-Frequency Information-Theory. 876-884 - Zeyong Shan, Selin Aviyente:
Information-Theoretic Nonstationary Source Separation. 885-892 - Hao Shen, Knut Hüper:
Local Convergence Analysis of FastICA. 893-900 - Shohei Shimizu, Aapo Hyvärinen, Yutaka Kano, Patrik O. Hoyer, Antti J. Kerminen:
Testing Significance of Mixing and Demixing Coefficients in ICA. 901-908 - Zoltán Szabó, Barnabás Póczos, András Lörincz:
Cross-Entropy Optimization for Independent Process Analysis. 909-916 - Fabian J. Theis, Motoaki Kawanabe:
Uniqueness of Non-Gaussian Subspace Analysis. 917-925 - Jingyi Zhang, Li Chin Khor, Wai Lok Woo, Satnam Singh Dlay:
A Maximum Likelihood Approach to Nonlinear Convolutive Blind Source Separation. 926-933
Visual and Sensory Processing
- Alexander M. Bronstein, Michael M. Bronstein, Michael Zibulevsky:
On Separation of Semitransparent Dynamic Images from Static Background. 934-940 - Fan Chen, Kazunori Kotani:
Facial Expression Recognition by ICA with Selective Prior. 941-949 - Mika Inki:
An Easily Computable Eight Times Overcomplete ICA Method for Image Data. 950-957 - Yoshitatsu Matsuda, Kazunori Yamaguchi:
The InfoMin Principle for ICA and Topographic Mappings. 958-965 - Ivica Kopriva, Danielle Nuzillard:
Non-negative Matrix Factorization Approach to Blind Image Deconvolution. 966-973
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