A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD Matrices

Marco Congedo, Pedro Rodrigues, Florent Bouchard, Alexandre Barachant, Christian Jutten. A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD Matrices. 39th International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island (EMBC'17), Jul 2017, Jeju Island, South Korea. IEEE, Proceedings of the 39th International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island, South Korea, July 11-1

Blind Source Separation in Nonlinear Mixtures: Separability and a Basic Algorithm

Bahram Ehsandoust, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten. Blind Source Separation in Nonlinear Mixtures: Separability and a Basic Algorithm. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017, 65 (16), pp.4339 - 4352. <http://ieeexplore.ieee.org/abstract/document/7934069/>. <10.1109/TSP.2017.2708025>. <hal-01552273>

Information-Estimation relationship in mismatched Gaussian channels

Saloua Chlaily, Chengfang Ren, Pierre-Olivier Amblard, Olivier Michel, Pierre Comon, et al.. Information-Estimation relationship in mismatched Gaussian channels. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2017, 24 (5), pp.688-692. <10.1109/LSP.2017.2687764>. <hal-01493481>

L'interaction entre deux modalités complémentaires

Saloua Chlaily, Pierre-Olivier Amblard, Olivier Michel, Christian Jutten. L'interaction entre deux modalités complémentaires. 2017. <hal-01504522>

Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separation

Bahram Ehsandoust, Bertrand Rivet, Massoud Babaie-Zadeh, Christian Jutten. Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separation. Acoustics, Speech and Signal Processing (ICASSP) Conference, Mar 2017, NEW ORLEANS, United States. pp.4681 - 4685, 2017, Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International Conference on. <http://www.ieee-icassp2017.org>. <10.1109/ICASSP.2017.7953044>. <hal-01552278>

Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression

Lucas Drumetz, Guillaume Tochon, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten. Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, La Nouvelle Orléans, LA, United States. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.6190-6194, 2017, <http://www.ieee-icassp

Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures

Denis Fantinato, Leonardo Duarte, Bertrand Rivet, Bahram Ehsandoust, Romis Attux, et al.. Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures. Petr Tichavsky; Massoud Babaie-Zadeh; Olivier Michel; Nadège Thirion-Moreau. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. Springer, Lecture Notes in Computer Science, 10169, pp.300 - 309, 2017, Latent Variable Analysis and Signal Separation 13th Interna

A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures

Denis Fantinato, Leonardo Duarte, Paolo Zanini, Bertrand Rivet, Romis Attux, et al.. A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures. Petr Tichavsky; Massoud Babaie-Zadeh; Olivier Michel; Nadège Thirion-Moreau. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. Springer, Lecture Notes in Computer Science (10169), pp.499 - 508, 2017, Latent Variable Analysis and S

Accelerated Dictionary Learning for Sparse Signal Representation

Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten. Accelerated Dictionary Learning for Sparse Signal Representation. Petr Tichavsky; Massoud Babaie-Zadeh; Olivier Michel; Nadège Thirion-Moreau. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. Springer, Lectures Notes in Computer Sciences (10169), pp.531 - 541, 2017, Latent Variable Analysis and Signal Separation. <10.1007/978-3-319-53547-0_50>.

Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity

Lucas Drumetz, Guillaume Tochon, Jocelyn Chanussot, Christian Jutten. Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity. Petr Tichavsky; Massoud Babaie-Zadeh; Olivier Michel; Nadège Thirion-Moreau. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. Springer, Lectures Notes in Computer Sciences (10169), pp.381 - 391, 2017, Latent Variable Analysis and Signal Sep