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ORCID13th LVA/ICA 2017: Grenoble, France
- Petr Tichavský, Massoud Babaie-Zadeh, Olivier J. J. Michel, Nadège Thirion-Moreau:
Latent Variable Analysis and Signal Separation - 13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings. Lecture Notes in Computer Science 10169, 2017, ISBN 978-3-319-53546-3
Tensor Approaches
- Christos Chatzichristos
, Eleftherios Kofidis, Yiannis Kopsinis, Manuel Morante Moreno, Sergios Theodoridis:
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. 3-15 - Philippe Dreesen, David T. Westwick, Johan Schoukens, Mariya Ishteva:
Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels. 16-25 - Clément Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel:
Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations. 26-35 - Anh Huy Phan, Petr Tichavský, Andrzej Cichocki:
Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization. 36-46 - Konstantin Usevich, Souleymen Sahnoun, Pierre Comon:
High-Resolution Subspace-Based Methods: Eigenvalue- or Eigenvector-Based Estimation? 47-56
From Source Positions to Room Properties: Learning Methods for Audio Scene Geometry Estimation
- Bracha Laufer-Goldshtein, Ronen Talmon, Sharon Gannot:
Speaker Tracking on Multiple-Manifolds with Distributed Microphones. 59-67 - Clément Gaultier, Saurabh Kataria, Antoine Deleforge:
VAST: The Virtual Acoustic Space Traveler Dataset. 68-79 - Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau:
Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources. 80-88 - Dalia El Badawy, Ivan Dokmanic, Martin Vetterli:
Acoustic DoA Estimation by One Unsophisticated Sensor. 89-98 - Jörn Anemüller, Hendrik Kayser:
Acoustic Source Localization by Combination of Supervised Direction-of-Arrival Estimation with Disjoint Component Analysis. 99-108
Tensors and Audio
- Gabriel Hollander, Philippe Dreesen, Mariya Ishteva, Johan Schoukens:
An Initialization Method for Nonlinear Model Reduction Using the CP Decomposition. 111-120 - Ngoc Q. K. Duong, Pierre Berthet, Sidkieta Zabre, Michel Kerdranvat, Alexey Ozerov, Louis Chevallier:
Audio Zoom for Smartphones Based on Multiple Adaptive Beamformers. 121-130 - Niko Lietzén, Klaus Nordhausen, Pauliina Ilmonen:
Complex Valued Robust Multidimensional SOBI. 131-140 - Narumi Mae, Masaru Ishimura, Shoji Makino, Daichi Kitamura, Nobutaka Ono, Takeshi Yamada, Hiroshi Saruwatari:
Ego Noise Reduction for Hose-Shaped Rescue Robot Combining Independent Low-Rank Matrix Analysis and Multichannel Noise Cancellation. 141-151 - Jeremy E. Cohen, Pierre Comon, Nicolas Gillis:
Some Theory on Non-negative Tucker Decomposition. 152-161 - Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten:
A New Algorithm for Multimodal Soft Coupling. 162-171 - Ondrej Sembera, Petr Tichavský, Zbynek Koldovský:
Adaptive Blind Separation of Instantaneous Linear Mixtures of Independent Sources. 172-181 - Ofer Schwartz, Sebastian Braun, Sharon Gannot, Emanuël A. P. Habets:
Source Separation, Dereverberation and Noise Reduction Using LCMV Beamformer and Postfilter. 182-191 - Vincent Vigneron, Leonardo Tomazeli Duarte:
Toward Rank Disaggregation: An Approach Based on Linear Programming and Latent Variable Analysis. 192-200 - Xuan Thanh Vu, Caroline Chaux, Nadège Thirion-Moreau, Sylvain Maire:
A Proximal Approach for Nonnegative Tensor Decomposition. 201-210 - Andrew J. R. Simpson, Gerard Roma, Emad M. Grais, Russell D. Mason, Christopher Hummersone, Mark D. Plumbley:
Psychophysical Evaluation of Audio Source Separation Methods. 211-221
Audio Signal Processing
- Laurent Girin, Roland Badeau:
On the Use of Latent Mixing Filters in Audio Source Separation. 225-235 - Emad M. Grais, Gerard Roma, Andrew J. R. Simpson, Mark D. Plumbley:
Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks. 236-246 - Pierre Narvor, Bertrand Rivet, Christian Jutten:
Audiovisual Speech Separation Based on Independent Vector Analysis Using a Visual Voice Activity Detector. 247-257 - Pritish Chandna, Marius Miron, Jordi Janer, Emilia Gómez:
Monoaural Audio Source Separation Using Deep Convolutional Neural Networks. 258-266
Theoretical Developments
- Pierre Gouédard, Philippe Loubaton:
On the Behaviour of the Estimated Fourth-Order Cumulants Matrix of a High-Dimensional Gaussian White Noise. 269-278 - Jair Montoya-Martínez, Jean-François Cardoso, Alexandre Gramfort:
Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG. 279-289 - Florent Bouchard, Jérôme Malick, Marco Congedo:
Approximate Joint Diagonalization According to the Natural Riemannian Distance. 290-299 - Denis G. Fantinato, Leonardo Tomazeli Duarte, Bertrand Rivet, Bahram Ehsandoust, Romis Attux, Christian Jutten:
Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures. 300-309 - David N. Levin:
Model-Independent Method of Nonlinear Blind Source Separation. 310-319
Physics and Bio Signal Processing
- Antoine Liutkus, Fabian-Robert Stöter, Zafar Rafii, Daichi Kitamura, Bertrand Rivet, Nobutaka Ito, Nobutaka Ono, Julie Fontecave:
The 2016 Signal Separation Evaluation Campaign. 323-332 - Hagit Messer:
Multimodality for Rainfall Measurement. 333-343 - Yang Liu, Wenwu Wang, Jonathon A. Chambers, Volkan Kilic, Adrian Hilton:
Particle Flow SMC-PHD Filter for Audio-Visual Multi-speaker Tracking. 344-353
Latent Variable Analysis in Observation Sciences
- Rob Heylen, Mario Parente, Paul Scheunders:
Estimation of the Intrinsic Dimensionality in Hyperspectral Imagery via the Hubness Phenomenon. 357-366 - Axel Boulais, Yannick Deville, Olivier Berné:
A Blind Identification and Source Separation Method Based on Subspace Intersections for Hyperspectral Astrophysical Data. 367-380 - Lucas Drumetz, Guillaume Tochon, Jocelyn Chanussot, Christian Jutten:
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity. 381-391 - Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo:
Sharpening Hyperspectral Images Using Plug-and-Play Priors. 392-402 - Jean-François Cardoso:
On Extracting the Cosmic Microwave Background from Multi-channel Measurements. 403-413
ICA Theory and Applications
- Sarah Engel, Tetiana Aksenova, Andrey Eliseyev:
Kernel-Based NPLS for Continuous Trajectory Decoding from ECoG Data for BCI Applications. 417-426 - Joni Virta, Klaus Nordhausen:
On the Optimal Non-linearities for Gaussian Mixtures in FastICA. 427-437 - Yannick Deville, Alain Deville:
Fast Disentanglement-Based Blind Quantum Source Separation and Process Tomography: A Closed-Form Solution Using a Feedback Classical Adapting Structure. 438-448 - Amine Brahmi, Hicham Ghennioui, Christophe Corbier, M'hammed Lahbabi, François Guillet:
Blind Separation of Cyclostationary Sources with Common Cyclic Frequencies. 449-458 - Laurent Girin, Thomas Hueber, Xavier Alameda-Pineda:
Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework. 459-468 - Yoshitatsu Matsuda, Kazunori Yamaguchi:
Efficient Optimization of the Adaptive ICA Function with Estimating the Number of Non-Gaussian Sources. 469-478 - Sylvain Leirens, Christophe Villien, Bruno Flament:
Feasibility of WiFi Site-Surveying Using Crowdsourced Data. 479-488 - Kenji Nose Filho, André K. Takahata, Ricardo Suyama, Renato Rocha Lopes, João M. T. Romano:
On Minimum Entropy Deconvolution of Bi-level Images. 489-498 - Denis G. Fantinato, Leonardo Tomazeli Duarte, Paolo Zanini, Bertrand Rivet, Romis Attux, Christian Jutten:
A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures. 499-508 - Alexandre Aksenov, Pierre-Olivier Amblard, Olivier J. J. Michel, Christian Jutten:
Optimal Measurement Times for Observing a Brownian Motion over a Finite Period Using a Kalman Filter. 509-518 - Kenji Nose Filho, Leonardo Tomazeli Duarte, João Marcos Travassos Romano:
On Disjoint Component Analysis. 519-528
Sparsity-Aware Signal Processing
- Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
Accelerated Dictionary Learning for Sparse Signal Representation. 531-541 - Cécile Chenot, Jérôme Bobin:
BSS with Corrupted Data in Transformed Domains. 542-552 - Il-Young Jeong, Kyogu Lee:
Singing Voice Separation Using RPCA with Weighted l_1 -norm. 553-562 - Victor Maurandi, Bertrand Rivet, Ronald Phlypo, Anne Guérin-Dugué, Christian Jutten:
Multimodal Approach to Remove Ocular Artifacts from EEG Signals Using Multiple Measurement Vectors. 563-573
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