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Christian Jutten

364
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CorrIndex: a permutation invariant performance index

Elaheh Sobhani , Pierre Comon , Christian Jutten , Massoud Babaie-Zadeh
Signal Processing, 2022, 195, pp.108457. ⟨10.1016/j.sigpro.2022.108457⟩
Article dans une revue hal-03230210v2
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Forward-backward Filtering and Penalized Least-Squares Optimization: A Unified Framework

Arman Kheirati Roonizi , Christian Jutten
Signal Processing, 2021, 178, pp.107796. ⟨10.1016/j.sigpro.2020.107796⟩
Article dans une revue hal-03019950v1
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Band-stop Smoothing Filter Design

Arman Kheirati Roonizi , Christian Jutten
IEEE Transactions on Signal Processing, 2021, pp.1-1. ⟨10.1109/TSP.2021.3060619⟩
Article dans une revue hal-03147947v1
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Robust sensor placement for signal extraction

Fatemeh Ghayyem , Bertrand Rivet , Rodrigo Cabral Farias , Christian Jutten
IEEE Transactions on Signal Processing, 2021, 69, pp.4513-4528. ⟨10.1109/TSP.2021.3099954⟩
Article dans une revue hal-03325710v3

Geometric Multimodal Learning Based on Local Signal Expansion for Joint Diagonalization

Maysam Behmanesh , Peyman Adibi , Jocelyn Chanussot , Christian Jutten , Sayyed Mohammad Saeed Ehsani
IEEE Transactions on Signal Processing, 2021, 69, pp.1271-1286. ⟨10.1109/TSP.2021.3053513⟩
Article dans une revue hal-03429695v1
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Spectral Variability in Hyperspectral Data Unmixing: A Comprehensive Review

Ricardo Augusto Borsoi , Tales Imbiriba , Jose Carlos Bermudez , Cédric Richard , Jocelyn Chanussot
IEEE geoscience and remote sensing magazine, 2021, 9 (4), pp.223-270. ⟨10.1109/mgrs.2021.3071158⟩
Article dans une revue hal-03265014v1

Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection

Saloua Chlaily , Mauro Dalla Mura , Jocelyn Chanussot , Christian Jutten , Paolo Gamba
IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (7), pp.5598-5618. ⟨10.1109/tgrs.2020.3014138⟩
Article dans une revue hal-03138110v1
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Improved Smoothness priors using Bilinear Transform

Arman Kheirati Roonizi , Christian Jutten
Signal Processing, 2020, 169, pp.107381. ⟨10.1016/j.sigpro.2019.107381⟩
Article dans une revue hal-03019891v1
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3-D Interface for the P300 Speller BCI

Saman Noorzadeh , Bertrand Rivet , Christian Jutten
IEEE Transactions on Human-Machine Systems, 2020, 50 (6), pp.604-612. ⟨10.1109/THMS.2020.3016079⟩
Article dans une revue hal-03078380v1
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Separation of static and dynamic sources in absence epileptic seizures using depth cortical measurements

Saeed Akhavan , Ronald Phlypo , Mahmoud Kamarei , Hamid Soltanian-Zadeh , Christian Jutten
Signal Processing, 2020, 166, pp.107235. ⟨10.1016/j.sigpro.2019.07.028⟩
Article dans une revue hal-02267179v1
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Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry

Lucas Drumetz , Jocelyn Chanussot , Christian Jutten , Wing-Kin Ma , Akira Iwasaki
IEEE Transactions on Image Processing, 2020, 29, pp.4568 - 4582. ⟨10.1109/TIP.2020.2974062⟩
Article dans une revue hal-02490602v1
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Dimensionality transcending: a method for merging BCI datasets with different dimensionalities

Pedro Luiz Coelho Rodrigues , Marco Congedo , Christian Jutten
IEEE Transactions on Biomedical Engineering, 2020, 68 (2), pp.673 - 684. ⟨10.1109/TBME.2020.3010854⟩
Article dans une revue hal-02905045v1
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Spectral Unmixing: A Derivation of the Extended Linear Mixing Model from the Hapke Model

Lucas Drumetz , Jocelyn Chanussot , Christian Jutten
IEEE Geoscience and Remote Sensing Letters, 2020, 17 (11), pp.1866-1870. ⟨10.1109/LGRS.2019.2958203⟩
Article dans une revue hal-02434671v1

A dictionary learning approach for spatio-temporal characterization of absence seizures

Saeed Akhavan , Ronald Phlypo , Hamid Soltanian-Zadeh , Mahmoud Kamarei , Christian Jutten
Physiological Measurement, 2019, 40 (10), pp.105008. ⟨10.1088/1361-6579/ab4962⟩
Article dans une revue hal-02367970v1
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Joint Independent Subspace Analysis: Uniqueness and Identifiability

Dana Lahat , Christian Jutten
IEEE Transactions on Signal Processing, 2019, 67 (3), pp.684-699. ⟨10.1109/TSP.2018.2880714⟩
Article dans une revue hal-01911746v1
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Schur's Lemma for Coupled Reducibility and Coupled Normality

Dana Lahat , Christian Jutten , Helene Shapiro
SIAM Journal on Matrix Analysis and Applications, 2019, 40 (3), pp.998-1021. ⟨10.1137/18M1232462⟩
Article dans une revue hal-02305142v1
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A second-order statistics method for blind source separation in post-nonlinear mixtures

Denis G Fantinato , Leonardo Tomazeli Duarte , Yannick Deville , Romis Attux , Christian Jutten
Signal Processing, 2019, 155 (February), pp.63-72. ⟨10.1016/j.sigpro.2018.09.031⟩
Article dans une revue hal-01911799v1
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Hyperspectral Image Unmixing with Endmember Bundles and Group Sparsity Inducing Mixed Norms

Lucas Drumetz , Travis Meyer , Jocelyn Chanussot , Andrea Bertozzi , Christian Jutten
IEEE Transactions on Image Processing, 2019, 28 (7), pp.3435-3450. ⟨10.1109/TIP.2019.2897254⟩
Article dans une revue hal-02138874v1
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Riemannian Procrustes Analysis : Transfer Learning for Brain-Computer Interfaces

Pedro Luiz Coelho Rodrigues , Christian Jutten , Marco Congedo
IEEE Transactions on Biomedical Engineering, 2018, 66 (8), pp.2390 - 2401. ⟨10.1109/TBME.2018.2889705⟩
Article dans une revue hal-01971856v1
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Sparse Signal Recovery Using Iterative Proximal Projection

Fatemeh Ghayyem , Mostafa Sadeghi , Massoud Babaie-Zadeh , Saikat Chatterjee , Mikael Skoglund
IEEE Transactions on Signal Processing, 2018, 66 (4), pp.879 - 894. ⟨10.1109/TSP.2017.2778695⟩
Article dans une revue hal-01707062v1
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A Linear-Quadratic Model for the Quantification of a Mixture of Two Diluted Gases with a Single Metal Oxide Sensor

Stéphanie Madrolle , Pierre Grangeat , Christian Jutten
Sensors, 2018, 18 (6), pp.1785. ⟨10.3390/s18061785⟩
Article dans une revue hal-01919632v1

L’héritage de Fourier, 250 ans après

Christian Jutten
Interstices, 2018
Article dans une revue hal-02006613v1
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Transfer learning: a Riemannian geometry framework with applications to Brain-Computer Interfaces

Paolo Zanini , Marco Congedo , Christian Jutten , Salem Said , Yannick Berthoumieu
IEEE Transactions on Biomedical Engineering, 2018, 65 (5), pp.1107-1116. ⟨10.1109/TBME.2017.2742541⟩
Article dans une revue hal-01923278v1
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ECG Fiducial Point Extraction Using Switching Kalman Filter

Mahsa Akhbari , Nasim Montazeri Ghahjaverestan , Mohammad B. Shamsollahi , Christian Jutten
Computer Methods and Programs in Biomedicine, 2018, 157 (April), pp.129-136. ⟨10.1016/j.cmpb.2018.01.018⟩
Article dans une revue hal-01713406v1
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Relationships between nonlinear and space-variant linear models in hyperspectral image unmixing

Lucas Drumetz , Bahram Ehsandoust , Jocelyn Chanussot , Bertrand Rivet , Massoud Babaie-Zadeh
IEEE Signal Processing Letters, 2017, 24 (10), pp.1567-1571. ⟨10.1109/LSP.2017.2747478⟩
Article dans une revue hal-01581520v1
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Information-Estimation relationship in mismatched Gaussian channels

Saloua Chlaily , Chengfang Ren , Pierre-Olivier Amblard , Olivier J.J. Michel , Pierre Comon
IEEE Signal Processing Letters, 2017, 24 (5), pp.688-692. ⟨10.1109/LSP.2017.2687764⟩
Article dans une revue hal-01493481v1
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Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation

Farnaz Sedighin , Massoud Babaie-Zadeh , Bertrand Rivet , Christian Jutten
IEEE Transactions on Signal Processing, 2017, 65 (12), pp.3179-3190. ⟨10.1109/TSP.2017.2679692⟩
Article dans une revue hal-01514878v1
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Blind Source Separation in Nonlinear Mixtures: Separability and a Basic Algorithm

Bahram † Ehsandoust , Massoud † Babaie-Zadeh , Bertrand Rivet , Christian Jutten
IEEE Transactions on Signal Processing, 2017, 65 (16), pp.4339 - 4352. ⟨10.1109/TSP.2017.2708025⟩
Article dans une revue hal-01552273v1
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ECG denoising and fiducial point extraction using an extended Kalman filtering framework with linear and nonlinear phase observations

Mahsa Akhbari , Mohammad-Bagher Shamsollahi , Christian Jutten , Antonis Armoundas , Omid Sayadi
Physiological Measurement, 2016, 37 (2), pp.203. ⟨10.1088/0967-3334/37/2/203⟩
Article dans une revue hal-01263915v1
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Blind hyperspectral unmixing using an Extended Linear Mixing Model to address spectral variability

Lucas Drumetz , Miguel Angel Veganzones , Simon Henrot , Ronald Phlypo , Jocelyn Chanussot
IEEE Transactions on Image Processing, 2016, IEEE Transactions on Image Processing, 25 (8), pp.3890-3905. ⟨10.1109/TIP.2016.2579259⟩
Article dans une revue hal-01336279v1
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Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images

Simon Henrot , Jocelyn Chanussot , Christian Jutten
IEEE Transactions on Image Processing, 2016, 25 (7), pp.3219 - 3232. ⟨10.1109/TIP.2016.2562562⟩
Article dans une revue hal-01346918v1
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Integrated Analysis of EEG and fMRI Using Sparsity of Spatial Maps

Samareh Samadi , Hamid Soltanian-Zadeh , Christian Jutten
Brain Topography: a Journal of Cerebral Function and Dynamics, 2016, 29 (5), pp.661-678. ⟨10.1007/s10548-016-0506-2⟩
Article dans une revue hal-01361248v1
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ECG segmentation and fiducial point extraction using multi hidden Markov model

Mahsa Akhbari , Mohammad B. Shamsollahi , Omid Sayadi , Antonis A. Armoundas , Christian Jutten
Computers in Biology and Medicine, 2016, 79, pp.21 - 29. ⟨10.1016/j.compbiomed.2016.09.004⟩
Article dans une revue hal-01482955v1
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Joint Independent Subspace Analysis Using Second-Order Statistics

Dana Lahat , Christian Jutten
IEEE Transactions on Signal Processing, 2016, 64 (18), pp.4891-4904. ⟨10.1109/TSP.2016.2526960⟩
Article dans une revue hal-01132297v5
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Blind source separation and feature extraction in concurrent control charts pattern recognition: Novel analyses and a comparison of different methods

Guilherme Dean Pelegrina , Leonardo Tomazeli Duarte , Christian Jutten
Computers & Industrial Engineering, 2016, Computers & Industrial Engineering, 92, pp.105-114. ⟨10.1016/j.cie.2015.12.017⟩
Article dans une revue hal-01256737v1

Correction to “Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images” [Jul 16 3219-3232]

Simon Henrot , Jocelyn Chanussot , Christian Jutten
IEEE Transactions on Image Processing, 2016, 25 (9), pp.4443-4443. ⟨10.1109/TIP.2016.2586358⟩
Article dans une revue hal-01442596v1
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Hyperspectral Local Intrinsic Dimensionality

Lucas Drumetz , Miguel Angel Veganzones , Rubén Marrero , Guillaume Tochon , Mauro Dalla Mura
IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (7), pp.4063-4078. ⟨10.1109/TGRS.2016.2536480⟩
Article dans une revue hal-01292198v1
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Multimodal Data Fusion: An Overview of Methods, Challenges and Prospects

Dana Lahat , Tülay Adali , Christian Jutten
Proceedings of the IEEE, 2015, Multimodal Data Fusion, 103 (9), pp.1449-1477. ⟨10.1109/JPROC.2015.2460697⟩
Article dans une revue hal-01179853v1
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A Sparsity-Based Method for Blind Compensation of a Memoryless Nonlinear Distortion: Application to Ion-Selective Electrodes

Leonardo Tomazeli Duarte , Ricardo Suyama , Romis Attux , João Marcos Romano , Christian Jutten
IEEE Sensors Journal, 2015, 15 (5), pp.2054-2061. ⟨10.1109/JSEN.2014.2371013⟩
Article dans une revue hal-01164752v1
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Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating

Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
IEEE Transactions on Signal Processing, 2014, 62 (4), pp.883-891. ⟨10.1109/TSP.2013.2295062⟩
Article dans une revue hal-00960222v1
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Source Separation in Chemical Analysis : Recent Achievements and Perspectives

Leonardo Tomazeli Duarte , Saïd Moussaoui , Christian Jutten
IEEE Signal Processing Magazine, 2014, 31 (3), pp.135-146. ⟨10.1109/MSP.2013.2296099⟩
Article dans une revue hal-00985017v1
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Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function

Mohammadreza Malek-Mohammadi , Massoud Babaie-Zadeh , Arash Amini , Christian Jutten
IEEE Transactions on Signal Processing, 2014, 62 (4), pp.981-992. ⟨10.1109/TSP.2013.2295557⟩
Article dans une revue hal-00960206v1
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Non-Negative Blind Source Separation Algorithm Based on Minimum Aperture Simplicial Cone

Wendyam S. B. Ouedraogo , Antoine Souloumiac , Mériem Jaidane , Christian Jutten
IEEE Transactions on Signal Processing, 2014, 62 (2), pp.376-389. ⟨10.1109/TSP.2013.2287683⟩
Article dans une revue hal-00960232v1
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Blind source separation of underdetermined mixtures of event-related sources

Mohammad Niknazar , Hanna Becker , Bertrand Rivet , Christian Jutten , Pierre Comon
Signal Processing, 2014, 101, pp.52-64. ⟨10.1016/j.sigpro.2014.01.031⟩
Article dans une revue hal-00952039v1
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Touch increases autonomic coupling between romantic partners

Jonas Chatel-Goldman , Marco Congedo , Christian Jutten , Jean-Luc Schwartz
Frontiers in Behavioral Neuroscience, 2014, 8, pp.95. ⟨10.3389/fnbeh.2014.00095⟩
Article dans une revue hal-01056115v1
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Application of Blind Source Separation Methods to Ion-Selective Electrode Arrays in Flow-Injection Analysis

Leonardo Tomazeli Duarte , João Marcos Romano , Christian Jutten , Karin Chumbimuni-Torres , Lauro Kubota
IEEE Sensors Journal, 2014, 14 (7), pp.2228-2229. ⟨10.1109/JSEN.2014.2318174⟩
Article dans une revue hal-01009910v1
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Design of Smart Ion-Selective Electrode Arrays Based on Source Separation through Nonlinear Independent Component Analysis

Leonardo Tomazeli Duarte , Christian Jutten
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2014, 69 (2), pp.293-306. ⟨10.2516/ogst/2013194⟩
Article dans une revue hal-00962227v2
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Reference-based source separation method for identification of brain regions involved in a reference state from intracerebral EEG

Samareh Samadi , Ladan Amini , Delphine Cosandier-Rimélé , Hamid Soltanian-Zadeh , Christian Jutten
IEEE Transactions on Biomedical Engineering, 2013, 60 (7), pp.1983-92. ⟨10.1109/TBME.2013.2247401⟩
Article dans une revue inserm-00847619v1
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Fetal ECG extraction by extended state Kalman filtering Based on Single-Channel Recordings

Mohammad Niknazar , Bertrand Rivet , Christian Jutten
IEEE Transactions on Biomedical Engineering, 2013, 60 (5), pp.1345-1352. ⟨10.1109/TBME.2012.2234456⟩
Article dans une revue hal-00831928v1
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Dictionary Learning for Sparse Decomposition: A Novel Approach

Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
IEEE Signal Processing Letters, 2013, 20 (12), pp.1195-1198. ⟨10.1109/LSP.2013.2285218⟩
Article dans une revue hal-00934308v1

Y-a-t-il un robot pilote dans l'avion ?

Sylviane Gentil , Christian Jutten
DocSciences, 2013, 14, pp.3-10
Article dans une revue hal-00839549v1
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Classification of covariance matrices using a Riemannian-based kernel for BCI applications

Alexandre Barachant , Stéphane Bonnet , Marco Congedo , Christian Jutten
Neurocomputing, 2013, 112, pp.172-178. ⟨10.1016/j.neucom.2012.12.039⟩
Article dans une revue hal-00820475v1
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Non-local mind from the perspective of social cognition

Jonas Chatel-Goldman , Jean-Luc Schwartz , Christian Jutten , Marco Congedo
Frontiers in Human Neuroscience, 2013, 7 (107), ⟨10.3389/fnhum.2013.00107⟩
Article dans une revue hal-00830957v1

Y a-t-il un robot pilote dans l’avion ?

Sylviane Gentil , Christian Jutten
Interstices, 2013
Article dans une revue hal-01350207v1

Unsupervised methods for the classification of hyperspectral images with low spatial resolution

Alberto Villa , Jocelyn Chanussot , Jon Atli Benediktsson , Christian Jutten , Romain Dambreville
Pattern Recognition, 2013, 46 (6), pp.1556-1568. ⟨10.1016/j.patcog.2012.10.030⟩
Article dans une revue hal-00798358v1

Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction

Giorgio Antonino Licciardi , Muhammad Murtaza Khan , Jocelyn Chanussot , Annick Montanvert , Laurent Condat
EURASIP Journal on Advances in Signal Processing, 2012, 2012, pp.207. ⟨10.1186/1687-6180-2012-207⟩
Article dans une revue hal-00786285v1
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Multiclass Brain-Computer Interface Classification by Riemannian Geometry

Alexandre Barachant , Stéphane Bonnet , Marco Congedo , Christian Jutten
IEEE Transactions on Biomedical Engineering, 2012, 59 (4), pp.920-928. ⟨10.1109/TBME.2011.2172210⟩
Article dans une revue hal-00681328v1
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Blind Compensation of Nonlinear Distortions : Application to Source Separation of Post-Nonlinear Mixtures

Leonardo Tomazeli Duarte , Ricardo Suyama , Bertrand Rivet , Romis Attux , Joâo M. T. Romano
IEEE Transactions on Signal Processing, 2012, 60 (11), pp.5832-5844. ⟨10.1109/TSP.2012.2208953⟩
Article dans une revue hal-00764832v1
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On the Achievability of Cramér-Rao Bound in Noisy Compressed Sensing

Rad Niazadeh , Massoud Babaie-Zadeh , Christian Jutten
IEEE Transactions on Signal Processing, 2012, 60 (1), pp.518-526. ⟨10.1109/TSP.2011.2171953⟩
Article dans une revue hal-00660898v1
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Hyperspectral Image Classification With Independent Component Discriminant Analysis

Alberto Villa , Jon Atli Benediktsson , Jocelyn Chanussot , Christian Jutten
IEEE Transactions on Geoscience and Remote Sensing, 2011, 49 (12), pp.4865-4876. ⟨10.1109/TGRS.2011.2153861⟩
Article dans une revue hal-00607195v1
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On the Error of Estimating the Sparsest Solution of Underdetermined Linear Systems

Massoud Babaie-Zadeh , Christian Jutten , G. Hosein Mohimani
IEEE Transactions on Information Theory, 2011, 57 (12), pp.7840-7855. ⟨10.1109/TIT.2011.2170129⟩
Article dans une revue hal-00649183v1
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Directed differential connectivity graph of interictal epileptiform discharges

Ladan Amini , Christian Jutten , Sophie Achard , Olivier David , Hamid Soltanian-Zadeh
IEEE Transactions on Biomedical Engineering, 2011, 58 (4), pp.884-93. ⟨10.1109/TBME.2010.2099227⟩
Article dans une revue inserm-00613113v1
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A robust sensor-selection method for P300 brain-computer interfaces.

Hubert Cecotti , Bertrand Rivet , Marco Congedo , Christian Jutten , Olivier Bertrand
Journal of Neural Engineering, 2011, 8 (1), pp.016001. ⟨10.1088/1741-2560/8/1/016001⟩
Article dans une revue hal-00584756v1
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Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution

Alberto Villa , Jocelyn Chanussot , Jon Atli Benediktsson , Christian Jutten
IEEE Journal of Selected Topics in Signal Processing, 2011, 5 (3), pp.521-533. ⟨10.1109/JSTSP.2010.2096798⟩
Article dans une revue hal-00578890v1

Quand le cerveau parle aux machines

Marco Congedo , Christian Jutten
Interstices, 2011
Article dans une revue hal-01350265v1
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Linear-quadratic blind source separating structure for removing show-through in scanned documents

Farnood Merrikh-Bayat , Massoud Babaie-Zadeh , Christian Jutten
International Journal on Document Analysis and Recognition, 2011, 14 (4), pp.319-333. ⟨10.1007/s10032-010-0131-7⟩
Article dans une revue hal-00643471v1

Prévision : une approche scientifique

Christian Jutten
Interstices, 2011
Article dans une revue hal-01350171v1
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Sélection de capteurs pour interface cerveau-ordinateur de type P300

Hubert Cecotti , Bertrand Rivet , Marco Congedo , Christian Jutten , Olivier Bertrand
Traitement du Signal, 2010, 27 (6), pp.515-540
Article dans une revue hal-00998901v1
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Comparison of five directed graph measures for identification of leading interictal epileptic regions

Ladan Amini , Christian Jutten , Sophie Achard , Olivier David , Philippe Kahane
Physiological Measurement, 2010, 31 (11), pp.1529-46. ⟨10.1088/0967-3334/31/11/009⟩
Article dans une revue inserm-00614037v1
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On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise

Massoud Babaie-Zadeh , Christian Jutten
IEEE Transactions on Signal Processing, 2010, 58 (10), pp.5397-5400. ⟨10.1109/TSP.2010.2052357⟩
Article dans une revue hal-00523533v1
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Bayesian Source Separation of Linear and Linear-quadratic Mixtures Using Truncated Priors

Leonardo Tomazeli Duarte , Christian Jutten , Saïd Moussaoui
Journal of Signal Processing Systems, 2010, 65 (3), pp.311-323. ⟨10.1007/s11265-010-0488-3⟩
Article dans une revue hal-00484162v1

Quand le cerveau parle aux machines

Marco Congedo , Christian Jutten
DocSciences, 2010, 13, pp.40-47
Article dans une revue hal-00528577v1
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A Dataset for the Design of Smart Ion-Selective Electrode Arrays for Quantitative Analysis

Leonardo Tomazeli Duarte , Christian Jutten , Pierre Temple-Boyer , Ahmed Benyahia , Jérôme Launay
IEEE Sensors Journal, 2010, 10 (12), pp.1891-1892. ⟨10.1109/JSEN.2010.2050197⟩
Article dans une revue hal-00526451v1
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Blind Extraction of Smooth Signals Based on a Second-Order Frequency Identification Algorithm

Leonardo Tomazeli Duarte , Bertrand Rivet , Christian Jutten
IEEE Signal Processing Letters, 2010, 17 (1), pp.79-82. ⟨10.1109/LSP.2009.2032983⟩
Article dans une revue hal-00429901v1
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A Deflation Procedure for Subspace Decomposition

Reza Sameni , Christian Jutten , Mohammad B. Shamsollahi
IEEE Transactions on Signal Processing, 2010, 58 (4), pp.2363-2374. ⟨10.1109/TSP.2009.2037353⟩
Article dans une revue hal-00466435v1
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Non-Stationary Brain Source Separation for Multi-Class Motor Imagery

Cedric Gouy-Pailler , Marco Congedo , Clemens Brunner , Christian Jutten , Gert Pfurtscheller
IEEE Transactions on Biomedical Engineering, 2010, 57 (2), pp.469-478. ⟨10.1109/TBME.2009.2032162⟩
Article dans une revue hal-00460494v1
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A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed L-0 Norm

G. Hosein Mohimani , Massoud Babaie-Zadeh , Christian Jutten
IEEE Transactions on Signal Processing, 2009, 57 (1), pp.289-301. ⟨10.1109/TSP.2008.2007606⟩
Article dans une revue hal-00358113v1
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Reliable Steganalysis Using a Minimum Set of Samples and Features

Yoan Miche , Patrick Bas , Christian Jutten , Amaury Lendasse , Olli Simula
EURASIP Journal on Information Security, 2009, 2009, pp.ID 901381. ⟨10.1155/2009/901381⟩
Article dans une revue hal-00437868v1
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Une methodologie pour la selection de variables pour la steganalyse

Yoan Miche , Patrick Bas , Amaury Lendasse , Christian Jutten , Olli Simula
Traitement du Signal, 2009, 26 (1), pp.13-30
Article dans une revue hal-00437891v1
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A study of lip movements during spontaneous dialog and its application to voice activity detection

David Sodoyer , Bertrand Rivet , Laurent Girin , Christophe Savariaux , Jean-Luc Schwartz
Journal of the Acoustical Society of America, 2009, 125 (2), pp.1184-1196. ⟨10.1121/1.3050257⟩
Article dans une revue hal-00941145v1

OP-ELM: Optimally-Pruned Extreme Learning Machine

Yoan Miche , Patrick Bas , Christian Jutten , Amaury Lendasse , Olli Simula
IEEE Transactions on Neural Networks, 2009, 21 (1), pp.158-162. ⟨10.1109/TNN.2009.2036259⟩
Article dans une revue hal-00541415v1
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An Iterative Bayesian Algorithm for Sparse Component Analysis in Presence of Noise

Hadi Zayyani , Massoud Babaie-Zadeh , Christian Jutten
IEEE Transactions on Signal Processing, 2009, 57 (11), pp.4378-4390. ⟨10.1109/TSP.2009.2025154⟩
Article dans une revue hal-00428706v1
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A Bayesian Nonlinear Source Separation Method for Smart Ion-Selective Electrode Arrays

Leonardo Tomazeli Duarte , Christian Jutten , Saïd Moussaoui
IEEE Sensors Journal, 2009, 9 (12), pp.1763-1771. ⟨10.1109/JSEN.2009.2030707⟩
Article dans une revue hal-00429900v1
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Sequential Blind Source Extraction For Quasi-Periodic Signals With Time-Varying Period

Thato Tsalaile , Reza Sameni , Saied Sanei , Christian Jutten , Jonathon Chambers
IEEE Transactions on Biomedical Engineering, 2009, 56 (3), pp.646-655. ⟨10.1109/TBME.2008.2002141⟩
Article dans une revue hal-00379068v1
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On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics

Marco Congedo , Cedric Gouy-Pailler , Christian Jutten
Clinical Neurophysiology, 2008, 119 (12), pp.2677-2686. ⟨10.1016/j.clinph.2008.09.007⟩
Article dans une revue hal-00343628v1
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Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis

Reza Sameni , Christian Jutten , Mohammad B. Shamsollahi
IEEE Transactions on Biomedical Engineering, 2008, 55 (8), pp.1935-1940. ⟨10.1109/TBME.2008.919714⟩
Article dans une revue hal-00306449v1
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Model-based Bayesian filtering of cardiac contaminants from biomedical recordings

Reza Sameni , Mohammad B. Shamsollahi , Christian Jutten
Physiological Measurement, 2008, 29 (5), pp.595-613. ⟨10.1088/0967-3334/29/5/006⟩
Article dans une revue hal-00285710v1
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On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation

Saïd Moussaoui , Hafrun Hauksdottir , Frédéric Schmidt , Christian Jutten , Jocelyn Chanussot
Neurocomputing, 2008, 71 (10-12), pp.2194-2208. ⟨10.1016/j.neucom.2007.07.034⟩
Article dans une revue hal-00272349v1
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Nonlinear Blind Parameter Estimation

Sébastien Lagrange , Luc Jaulin , Vincent Vigneron , Christian Jutten
IEEE Transactions on Automatic Control, 2008, 53 (3), pp.834-838. ⟨10.1109/TAC.2008.919573⟩
Article dans une revue hal-00202718v2
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Estimating the mixing matrix in Sparse Component Analysis (SCA) based on partial k-dimensional subspace clustering

Farid Movahedi Naini , G. Hosein Mohimani , Massoud Babaie-Zadeh , Christian Jutten
Neurocomputing, 2008, 71 (10-12), pp.2330-2343. ⟨10.1016/j.neucom.2007.07.035⟩
Article dans une revue hal-00272347v1
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On the Cramér–Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis

Hadi Zayyani , Massoud Babaie-Zadeh , Farzan Haddadi , Christian Jutten
IEEE Signal Processing Letters, 2008, 15, pp.609-612. ⟨10.1109/LSP.2008.2003989⟩
Article dans une revue hal-00327590v1
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A Nonlinear Bayesian Filtering Framework for ECG Denoising

Reza Sameni , Mohammad B. Shamsollahi , Christian Jutten , Gari Clifford
IEEE Transactions on Biomedical Engineering, 2007, 54 (12), pp.2172-85. ⟨10.1109/TBME.2007.897817⟩
Article dans une revue hal-00174330v1
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Visual voice activity detection as a help for speech source separation from convolutive mixtures

Bertrand Rivet , Laurent Girin , Christian Jutten
Speech Communication, 2007, 49 (7-8), pp.667-677. ⟨10.1016/j.specom.2007.04.008⟩
Article dans une revue hal-00499184v1
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Log-Rayleigh Distribution: A Simple and Efficient Statistical Representation of Log-Spectral Coefficients

Bertrand Rivet , Laurent Girin , Christian Jutten
IEEE Transactions on Audio, Speech and Language Processing, 2007, 15 (3), pp.796-802. ⟨10.1109/TASL.2006.885922⟩
Article dans une revue hal-00174096v1
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Mixing Audiovisual Speech Processing and Blind Source Separation for the Extraction of Speech Signals From Convolutive Mixtures

Bertrand Rivet , Laurent Girin , Christian Jutten
IEEE Transactions on Audio, Speech and Language Processing, 2007, 15 (1), pp.96-108. ⟨10.1109/TASL.2006.872619⟩
Article dans une revue hal-00174100v1
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Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals

Reza Sameni , Gari Clifford , Christian Jutten , Mohammad B. Shamsollahi
EURASIP Journal on Advances in Signal Processing, 2007, 2007, pp.ID 43407. ⟨10.1155/2007/43407⟩
Article dans une revue hal-00174109v1
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Identification en aveugle des paramètres de systèmes non linéaires

Sébastien Lagrange , Luc Jaulin , Christian Jutten , Vincent Vigneron
Journal Européen des Systèmes Automatisés (JESA), 2006, 40 (8), pp.847-865. ⟨10.3166/jesa.40.847-866⟩
Article dans une revue hal-00202717v1

Frequency-domain blind deconvolution based on mutual information rate

Anthony Larue , Jerome I. Mars , Christian Jutten
IEEE Transactions on Signal Processing, 2006, 54, pp.1771-1781
Article dans une revue hal-00069625v1

Sciences de l'information : là où le temps sous-tend tant et tant

Thierry Viéville , Christian Jutten
Interstices, 2006
Article dans une revue inria-00096712v1

Sparse (ICA) via cluster-wise (PCA)

Massoud Babaie-Zadeh , Christian Jutten , Ali Mansour
Neurocomputing, 2006, 69 (13-15), pp.1458-1466
Article dans une revue hal-00097157v1

{ISFET} source separation: foundations and techniques

S. Bermejo , Christian Jutten , J. Cabestany
Sensors and Actuators B: Chemical, 2006, B (113), pp.222-233
Article dans une revue hal-00097102v1

Quasi-optimal (EASI) algorithm based on the Score Function Difference (SFD)

S. Samadi , Massoud Babaie-Zadeh , Christian Jutten
Neurocomputing, 2006, 69 (13-15), pp.1415-1424
Article dans une revue hal-00097152v1

Sparse ICA via cluster-wise PCA

Zadeh Massouad Babaie , Christian Jutten , Ali Mansour
Neurocomputing, 2006, 69 (13-15), pp.1458-1466
Article dans une revue hal-00802463v1
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Criteria based on mutual information minimization for blind source separation in post nonlinear mixtures

Sophie Achard , Dinh-Tuan Pham , Christian Jutten
Signal Processing, 2005, 85 (5), pp.965-974. ⟨10.1016/j.sigpro.2004.11.020⟩
Article dans une revue hal-00379402v1
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Fast Approximation of nonlinearities for improving inversion algorithms of PNL mixtures and Wiener systems

Jordi Solé , Christian Jutten , Dinh-Tuan Pham
Signal Processing, 2005, 85 (9), pp.1780-1786. ⟨10.1016/j.sigpro.2004.11.030⟩
Article dans une revue hal-00379453v1
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Identifiability of post nonlinear mixtures

Sophie Achard , Christian Jutten
IEEE Signal Processing Letters, 2005, 12 (5), pp.423-426. ⟨10.1109/LSP.2005.845593⟩
Article dans une revue hal-00379438v1
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Mutual Information Minimization: Application to Blind Source Separation

Massoud Babaie-Zadeh , Christian Jutten
Signal Processing, 2005, 85 (5), pp.975-995. ⟨10.1016/j.sigpro.2004.11.021⟩
Article dans une revue hal-00379405v1
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General conditions of stability in blind source separation models and score function selection

Vincent Vigneron , Ludovic Aubry , Christian Jutten
Neurocomputing, 2004, 62, pp.65-78
Article dans une revue hal-00201586v1
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Developing an audio-visual speech source separation algorithm

David Sodoyer , Laurent Girin , Christian Jutten , Jean-Luc Schwartz
Speech Communication, 2004, 44, pp.113-125
Article dans une revue hal-00186591v1

Separation of a class of convolutive mixtures: a contrast function approach

C. Simon , Philippe Loubaton , Christian Jutten
Signal Processing, 2001, 81 (1), pp.883-887
Article dans une revue hal-00621778v1

An Adaptive Subspace Algorithm For Blind Separation Of Independent Sources In Convolutive Mixture

Ali Mansour , Christian Jutten , Philippe Loubaton
IEEE Transactions on Signal Processing, 2000, 48 (2), pp.583-586
Article dans une revue hal-00802444v1

Adaptive subspace algorithm for blind separation of independent sources in convolutive mixtures

Ali Mansour , Christian Jutten , Philippe Loubaton
IEEE Transactions on Signal Processing, 2000, 48 (2), pp.583-586
Article dans une revue hal-00621742v1

What should we say about the kurtosis ?

Ali Mansour , Christian Jutten
IEEE Signal Processing Letters, 1999, 6 (12), pp.321-322
Article dans une revue hal-00802440v1
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A direct solution for blind separation of sources

Ali Mansour , Christian Jutten
IEEE Transactions on Signal Processing, 1996, 44 (3), pp.746-748. ⟨10.1109/78.489054⟩
Article dans une revue hal-00802361v1

Fourth order criteria for blind separation of sources

Ali Mansour , Christian Jutten
IEEE Transactions on Signal Processing, 1995, 43 (8), pp.2022-2025
Article dans une revue hal-00802356v1
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Réhaussement de la parole par la séparation de sources dans un mélange convolutif

H. Nguyen Thi , J. Caelen , Christian Jutten
Journal de Physique IV Proceedings, 1994, 04 (C5), pp.C5-541-C5-544. ⟨10.1051/jp4:19945116⟩
Article dans une revue jpa-00252791v1
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De la séparation de sources à l'analyse en composantes indépendantes, et au-delà

Christian Jutten , Pierre Comon
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France
Communication dans un congrès hal-04146263v1

On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization

Saloua Chlaily , Dino Ienco , Christian Jutten , Andrea Marinoni
SSP 2021 - 2021 IEEE Workshop Statistical Signal Processing, Jul 2021, Rio de Janeiro, Brazil. pp.151-155, ⟨10.1109/SSP49050.2021.9513780⟩
Communication dans un congrès hal-03597523v1
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Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation

Javad Parsa , Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2020, Barcelone (virtual), Spain. pp.3417-3421, ⟨10.1109/ICASSP40776.2020.9052901⟩
Communication dans un congrès hal-02560161v1
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Gradient-Based Algorithm with Spatial Regularization for Optimal Sensor Placement

Fatemeh Ghayyem , Bertrand Rivet , Christian Jutten , Rodrigo Cabral Farias
ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2020, Barcelone (virtual), Spain. pp.5655-5659, ⟨10.1109/ICASSP40776.2020.9054510⟩
Communication dans un congrès hal-03078476v1
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Optimal sensor placement for signal extraction

Fatemeh Ghayyem , Bertrand Rivet , Christian Jutten , Rodrigo Cabral Farias
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682432⟩
Communication dans un congrès hal-03078439v1
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Tensor and Coupled Decompositions in Block Terms: Uniqueness and Irreducibility

Dana Lahat , Christian Jutten
SPARS 2019 - Workshop on Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France
Communication dans un congrès hal-02397453v1
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The Riemannian Minimum Distance to Means Field Classifier

Marco Congedo , Pedro Luiz Coelho Rodrigues , Christian Jutten
BCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-02⟩
Communication dans un congrès hal-02315131v1
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A Data Imputation Method for Matrices in the Symmetric Positive Definite Manifold

Pedro Luiz Coelho Rodrigues , Marco Congedo , Christian Jutten
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Communication dans un congrès hal-02321587v1
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"When does it work?": An exploratory analysis of transfer learning for BCI

Pedro Luiz Coelho Rodrigues , Marco Congedo , Christian Jutten
BCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria
Communication dans un congrès hal-02321580v1
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Text mining with constrained tensor decomposition

Elaheh Sobhani , Pierre Comon , Christian Jutten , Massoud Babaie-Zadeh
LOD 2019 - 5th International Conference on Machine Learning, Optimization, and Data Science, Sep 2019, Certosa di Pontignano, Siena, Italy
Communication dans un congrès hal-02084803v3

Unmixing of Absence Epileptic Seizures in GAERS

Saeed Akhavan , Ronald Phlypo , Hamid Soltanian-Zadeh , Mahmoud Kamarei , Christian Jutten
SAM 2018 - IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM), Jul 2018, Sheffield, United Kingdom. pp.198-202, ⟨10.1109/SAM.2018.8448828⟩
Communication dans un congrès hal-04461743v1
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A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic Decomposition

Dana Lahat , Christian Jutten
LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.171--180
Communication dans un congrès hal-01884793v1
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Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable Cases

Dana Lahat , Christian Jutten
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.2186-2190, ⟨10.1109/ICASSP.2018.8461358⟩
Communication dans un congrès hal-01884799v1
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Multivariate Time-Series Analysis Via Manifold Learning

Pedro Luiz Coelho Rodrigues , Marco Congedo , Christian Jutten
SSP 2018 - 2018 IEEE Workshop on Statistical Signal Processing, Jun 2018, Fribourg-en-Brisgau, Germany. ⟨10.1109/SSP.2018.8450771⟩
Communication dans un congrès hal-01868167v1

Tensor and coupled decompositions in block terms: uniqueness and irreducibility

Dana Lahat , Christian Jutten
9th Conference ThRee-way Analysis In Chemistry And Psychology (TRICAP 2018 ), Jun 2018, Angel Fire, New Mexico, United States
Communication dans un congrès hal-04024260v1
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Géométrie Riemannienne appliquée à la réduction de la dimension de signaux EEG pour les interfaces cerveau-machine

Pedro Luiz Coelho Rodrigues , Florent Bouchard , Marco Congedo , Christian Jutten
GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Cédric Richard; Marc Antonini, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès hal-01591252v1
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Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separation

Bahram Ehsandoust , Bertrand Rivet , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2017 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. pp.4681 - 4685, ⟨10.1109/ICASSP.2017.7953044⟩
Communication dans un congrès hal-01552278v1
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Accelerated Dictionary Learning for Sparse Signal Representation

Fateme Ghayem , Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.531 - 541, ⟨10.1007/978-3-319-53547-0_50⟩
Communication dans un congrès hal-01479437v1
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Dimensionality Reduction for BCI classification using Riemannian geometry

Pedro Luiz Coelho Rodrigues , Florent Bouchard , Marco Congedo , Christian Jutten
BCI 2017 - 7th International Brain-Computer Interface Conference, Gernot R. Müller-Putz, Sep 2017, Graz, Austria. ⟨10.3217/978-3-85125-533-1-16⟩
Communication dans un congrès hal-01591258v1
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Riemannian Online Algorithms for Estimating Mixture Model Parameters

Paolo Zanini , Salem Said , Yannick Berthoumieu , Marco Congedo , Christian Jutten
GSI 2017 - Geometric Science of Information, Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_78⟩
Communication dans un congrès hal-01630177v1
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L'interaction entre deux modalités complémentaires

Saloua Chlaily , Pierre-Olivier Amblard , Olivier J.J. Michel , Christian Jutten
GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès hal-01504522v1
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Optimal Measurement Times for Observing a Brownian Motion over a Finite Period Using a Kalman Filter

Alexandre Aksenov , Pierre-Olivier Amblard , Olivier J.J. Michel , Christian Jutten
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.509 - 518, ⟨10.1007/978-3-319-53547-048⟩
Communication dans un congrès hal-01479301v1
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A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD Matrices

Marco Congedo , Pedro Luiz Coelho Rodrigues , Florent Bouchard , Alexandre Barachant , Christian Jutten
EMBC 2017 - 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE, Jul 2017, Jeju Island, South Korea. pp.3198-3201, ⟨10.1109/EMBC.2017.8037537⟩
Communication dans un congrès hal-01563153v1
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A New Algorithm for Multimodal Soft Coupling

Farnaz Sedighin , Massoud Babaie Zadeh , Bertrand Rivet , Christian Jutten
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.162 - 171, ⟨10.1007/978-3-319-53547-0_16⟩
Communication dans un congrès hal-01479306v1
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Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures

Denis G Fantinato , Leonardo T Duarte , Bertrand Rivet , Bahram Ehsandoust , Romis Attux
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.300 - 309, ⟨10.1007/978-3-319-53547-0_29⟩
Communication dans un congrès hal-01480992v1

Characterizing absence epileptic seizures from depth cortical measurements

Saeed Akhavan , Ronald Phlypo , Hamid Soltanian-Zadeh , F. Studer , A. Depaulis
EUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos, Greece. pp.444-448, ⟨10.23919/EUSIPCO.2017.8081246⟩
Communication dans un congrès hal-04461639v1
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Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity

Lucas Drumetz , Guillaume Tochon , Jocelyn Chanussot , Christian Jutten
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.381 - 391, ⟨10.1007/978-3-319-53547-0_36⟩
Communication dans un congrès hal-01479420v1
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A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures

Denis G Fantinato , Leonardo T Duarte , Paolo Zanini , Bertrand Rivet , Romis Attux
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.499 - 508, ⟨10.1007/978-3-319-53547-0_47⟩
Communication dans un congrès hal-01479431v1
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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
ICASSP 2017 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Mar 2017, New Orleans, United States. pp.6190-6194, ⟨10.1109/ICASSP.2017.7953346⟩
Communication dans un congrès hal-01581521v1

Multimodal Approach to Remove Ocular Artifacts from EEG Signals Using Multiple Measurement Vectors

Victor Maurandi , Bertrand Rivet , Ronald Phlypo , Anne Guérin-Dugué , Christian Jutten
LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France. pp.563--573
Communication dans un congrès hal-01658291v1
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An Alternative Proof for the Identifiability of Independent Vector Analysis Using Second Order Statistics

Dana Lahat , Christian Jutten
ICASSP 2016 - 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China
Communication dans un congrès hal-01212027v2

Recovery guarantees for mixed norm l-(p1, p2) block sparse representations

Fardin Afdideh , Ronald Phlypo , Christian Jutten
EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. ⟨10.1109/EUSIPCO.2016.7760274⟩
Communication dans un congrès hal-01658328v1
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Two Multimodal Approaches for Single Microphone Source Separation

Farnaz Sedighin , Massoud Babaie-Zadeh , Bertrand Rivet , Christian Jutten
EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.110-114
Communication dans un congrès hal-01400542v1
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Hyperspectral unmixing with material variability using social sparsity

Travis Meyer , Lucas Drumetz , Jocelyn Chanussot , Andrea Bertozzi , Christian Jutten
ICIP 2016 - 23rd IEEE International Conference on Image Processing, IEEE, Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532746⟩
Communication dans un congrès hal-01364247v1
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Nonlinear Blind Source Separation for Chemical Sensor Arrays Based on a Polynomial Representation

Rafael Assato Ando , Christian Jutten , Bertrand Rivet , Romis Attux , Leonardo Duarte
EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary
Communication dans un congrès hal-01400550v1
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Multimodal Kalman Filtering

Anthony Bourrier , Pierre-Olivier Amblard , Olivier J.J. Michel , Christian Jutten
ICASSP 2016 - 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China
Communication dans un congrès hal-01208195v2
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Mining the Bilinear Structure of Data with Approximate Joint Diagonalization

Louis Korczowski , Florent Bouchard , Christian Jutten , Marco Congedo
EUSIPCO 2016 - 24th European Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary. pp.667-671
Communication dans un congrès hal-01357245v1
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Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry

Samaneh Nasiri Ghosheh Bolagh , Mohammad Bagher Shamsollahi , Christian Jutten , Marco Congedo
ESANN 2016 - 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, European Neural Network Society, Apr 2016, Bruges, Belgium
Communication dans un congrès hal-01368298v1
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Variability of the endmembers in spectral unmixing: recent advances

Lucas Drumetz , Jocelyn Chanussot , Christian Jutten
WHISPERS 2016 - 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, United States
Communication dans un congrès hal-01358368v1
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Nonlinear Blind Source Separation for Sparse Sources

Bahram Ehsandoust , Bertrand Rivet , Christian Jutten , Massoud Babaie-Zadeh
EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary
Communication dans un congrès hal-01400546v1
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Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices

Paolo Zanini , Marco Congedo , Christian Jutten , Salem Said , Yannick Berthoumieu
SAM 2016 - 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil
Communication dans un congrès hal-01325055v1
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Joint Analysis of Multiple Datasets by Cross-Cumulant Tensor (Block) Diagonalization

Dana Lahat , Christian Jutten
SAM 2016 - 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil
Communication dans un congrès hal-01351209v1
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Impact of Noise Correlation on Multimodality

Saloua Chlaily , Pierre-Olivier Amblard , Olivier J.J. Michel , Christian Jutten
EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary
Communication dans un congrès hal-01382832v1
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"Brain Invaders 2" : an open source Plug & Play multi-user BCI videogame

Louis Korczowski , Alexandre Barachant , Anton Andreev , Christian Jutten , Marco Congedo
BCI 2016 - 6th International Brain-Computer Interface Meeting, BCI Society, May 2016, Pacific Grove, CA, United States. pp.10.3217/978-3-85125-467-9, ⟨10.3217/978-3-85125-467-9-224⟩
Communication dans un congrès hal-01318726v1
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Joint decompositions with flexible couplings

Rodrigo Cabral Farias , Jérémy E Cohen , Christian Jutten , Pierre Comon
LVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Aug 2015, Liberec, Czech Republic. ⟨10.1007/978-3-319-22482-414⟩
Communication dans un congrès hal-01135920v2
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Theoretical Studies and Algorithms Regarding the Solution of Non-invertible Nonlinear Source Separation

David Felice , Rafael Assato Ando , Leonardo Tomazeli Duarte , Christian Jutten , R Attux
LVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Aug 2015, Liberec, Czech Republic. ⟨10.1007/978-3-319-22482-4_36⟩
Communication dans un congrès hal-01216141v1
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Joint Independent Subspace Analysis: A Quasi-Newton Algorithm

Dana Lahat , Christian Jutten
LVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Aug 2015, Liberec, Czech Republic. pp.111-118, ⟨10.1007/978-3-319-22482-4_13⟩
Communication dans un congrès hal-01164651v1
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Blind hyperspectral unmixing using an Extended Linear Mixing Model to address spectral variability

Lucas Drumetz , Simon Henrot , Miguel Angel Veganzones , Jocelyn Chanussot , Christian Jutten
WHISPERS 2015 - 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2015, Tokyo, Japan
Communication dans un congrès hal-01165114v1
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Real-time independent vector analysis with Student's t source prior for convolutive speech mixtures

Jack Harris , Bertrand Rivet , Syed Mohsen , Jonathon Chambers , Christian Jutten
ICASSP 2015 - 40th IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia
Communication dans un congrès hal-01208412v1
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Démélange aveugle d'images hyperspectrales à l'aide d'un modèle linéaire étendu tenant compte de la variabilité spectrale

Lucas Drumetz , Simon Henrot , Miguel Angel Veganzones , Jocelyn Chanussot , Christian Jutten
GRETSI 2015 - XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France
Communication dans un congrès hal-01236637v1
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Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal Derivatives

Bahram Ehsandoust , Masoud Babaie-Zadeh , Christian Jutten
LVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Technical University of Libere, Aug 2015, Liberec, Czech Republic. pp 193-200, ⟨10.1007/978-3-319-22482-4_22⟩
Communication dans un congrès hal-01226466v1
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Multimodal approach to estimate the ocular movements during EEG recordings: a coupled tensor factorization method

Bertrand Rivet , Marc Duda , Anne Guérin-Dugué , Christian Jutten , Pierre Comon
EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7319999⟩
Communication dans un congrès hal-01195942v1
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On the Suppression of Noise from a Fast Moving Acoustic Source using Multimodality

Wendyam Serge Boris Ouedraogo , Bertrand Rivet , Christian Jutten
LVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Aug 2015, Liberec, Czech Republic
Communication dans un congrès hal-01208426v1
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Single-Trial Classification of Multi-User P300-Based Brain-Computer Interface Using Riemannian Geometry

Louis Korczowski , Marco Congedo , Christian Jutten
EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7318721⟩
Communication dans un congrès hal-01191913v1
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A Blind Source Separation Method for Chemical Sensor Arrays based on a Second-order mixing model

Rafael Assato Ando , Leonardo Tomazeli Duarte , Christian Jutten , Romis Attux
EUSIPCO 2015 - 23th European Signal Processing Conference, Aug 2015, Nice, France
Communication dans un congrès hal-01216127v1
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Joint Blind Source Separation of Multidimensional Components: Model and Algorithm

Dana Lahat , Christian Jutten
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.1417-1421
Communication dans un congrès hal-01062354v1
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Dynamical Analysis of Brain Seizure Activity from EEG Signals

Ladan Amini , Christian Jutten , Benoit Pouyatos , Antoine Depaulis , Corinne Roucard
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.1-5
Communication dans un congrès hal-01009789v1
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Modeling Quasi-Periodic Signals by a Non-Parametric Model: Application on Fetal ECG Extraction

Saman Noorzadeh , Mohammad Niknazar , Bertrand Rivet , Julie Fontecave-Jallon , Pierre-Yves Guméry
EMBC 2014 - 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2014, Chicago, United States. ⟨10.1109/EMBC.2014.6943979⟩
Communication dans un congrès hal-01080120v1

A frequency method for blind separation of an anechoic mixture

Wendyam S. B. Ouedraogo , Barbara Nicolas , Benoit Oudompheng , Jerome I. Mars , Christian Jutten
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.n/c
Communication dans un congrès hal-01060142v1
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Beyond 2D for brain-computer interfaces: two 3D extensions of the the P300-speller

Saman Noorzadeh , Bertrand Rivet , Christian Jutten
ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.5940-5944
Communication dans un congrès hal-00997853v1

A model observer based on human perception to quantify the detectability

Georges Acharian , Nathalie Guyader , Jean-Michel Vignolle , Christian Jutten
SPIE Medical Imaging 2014, Feb 2014, San Diego, Californie, United States
Communication dans un congrès hal-00992757v1

Principal angles approach to time-domain filter design for target cancelation

Jack Harris , Bertrand Rivet , Mohsen Syed , Christian Jutten , Jonathon Chambers
DSP 2014 - 19th IEEE International Conference on Digital Signal Processing, Aug 2014, Hong Kong, China. pp.184 - 189, ⟨10.1109/ICDSP.2014.6900825⟩
Communication dans un congrès hal-01096196v1
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Challenges in Multimodal Data Fusion

Dana Lahat , Tülay Adali , Christian Jutten
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.101-105
Communication dans un congrès hal-01062366v1
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T wave alternans detection in ECG using extended kalman filter and dualrate EKF

Mahsa Akhbari , Mohammad Bagher Shamsollahi , Christian Jutten
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
Communication dans un congrès hal-01094984v1
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An overview of signal processing issues in chemical sensing

Laurent Duval , Leonardo Tomazeli Duarte , Christian Jutten
ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.8742-9746
Communication dans un congrès hal-00839421v1
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Fiducial points extraction and charactericwaves detection in ECG signal using a model-based bayesian framework

Mahsa Akhbari , Mohammad B. Shamsollahi , Christian Jutten
ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.1257-1261
Communication dans un congrès hal-00839419v1
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Learning overcomplete dictionaries based on parallel atom-updating

Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
MLSP 2013 - IEEE 23rd International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom. 5 p
Communication dans un congrès hal-00867170v1

Challenges in Source Separation

Christian Jutten
MLSP 2013 - IEEE 23rd International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom
Communication dans un congrès hal-00866667v1

Video-informed acoustic transfer function estimation for enhancing audio source separation through noise source suppression

Jack Harris , Bertrand Rivet , Naqvi Syed Mohsen , Jonathon Chambers , Christian Jutten
MLSP 2013 - IEEE 23rd International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom. pp.1-6, ⟨10.1109/MLSP.2013.6661927⟩
Communication dans un congrès hal-00931102v1
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Sequential subspace finding: a new algorithm for learning low-dimensional linear subspaces

Mostafa Sadeghi , Mohsen Joneidi , Massoud Babaie-Zadeh , Christian Jutten
EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. pp.EUSIPCO 2013 1569746207
Communication dans un congrès hal-00867075v1

A robust geometrical method for blind separation of noisy mixtures of non-negatives sources

Wendyam Serge Boris Ouedraogo , A. Souloumiac , M. Jaidane , Christian Jutten
WoSSPA 2013 - 8th International Workshop on Systems, Signal Processing and their Applications, May 2013, Algiers, Algeria. pp.6602333, ⟨10.1109/WoSSPA.2013.6602333⟩
Communication dans un congrès cea-01886280v1
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ECG Fiducial Points Extraction by Extended Kalman Filtering

Mahsa Akhbari , Mohammad B. Shamsollahi , Christian Jutten
TSP 2013 - 36th International Conference on Telecommunications and Signal Processing, Jul 2013, Rome, Italy. pp.628-632
Communication dans un congrès hal-00853768v1
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Classification de potentiels évoqués P300 par géométrie riemannienne pour les interfaces cerveau-machine EEG

Alexandre Barachant , Marco Congedo , Gijs van Veen , Christian Jutten
GRETSI 2013 - XXIVème Colloque francophone de traitement du signal et des images, Sep 2013, Brest, France. pp.id394
Communication dans un congrès hal-00877447v1
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Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG

Mohammad Niknazar , Hanna Becker , Bertrand Rivet , Christian Jutten , Pierre Comon
EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco
Communication dans un congrès hal-00866674v1
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Fetal Electrocardiogram R-peak Detection using Robust Tensor Decomposition and Extended Kalman Filtering

Mahsa Akhbari , Mohammad Niknazar , Christian Jutten , Mohammad Bagher Shamsollahi , Bertrand Rivet
CinC 2013 - Computing in Cardiology Conference, Sep 2013, Zaragoza, Spain
Communication dans un congrès hal-01094992v1
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A new algorithm for learning overcomplete dictionaries

Mostafa Sadeghi , Massoud Babaie-Zadeh , Christian Jutten
EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. pp.EUSIPCO 2013 1569746047
Communication dans un congrès hal-00867093v1
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Auxiliary function based IVA using a source prior exploiting fourth order relationships

Yanfeng Liang , Jack Harris , Gaojie Chen , Syed Mohsen Naqvi , Christian Jutten
EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. pp.EUSIPCO 2013 1569746061
Communication dans un congrès hal-00867131v1
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Dictionary learning for sparse decomposition: a new criterion and algorithm

Zahra Sadeghipour , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.5855-5859
Communication dans un congrès hal-00839418v1

Source Separation for Chemical Sensing

Christian Jutten
EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco
Communication dans un congrès hal-00866666v1
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The error-related potential and BCIs

Sandra Rousseau , Christian Jutten , Marco Congedo
ESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium
Communication dans un congrès hal-00700493v1
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BCI Signal Classification using a Riemannian-based kernel

Alexandre Barachant , Stéphane Bonnet , Marco Congedo , Christian Jutten
ESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.97-102
Communication dans un congrès hal-00693321v1
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Non parametric modelling of ECG: Applications to denoising and single sensor fetal ECG extraction

Bertrand Rivet , Mohammad Niknazar , Christian Jutten
LVA/ICA 2012 - 10th International Conference on Latent Variable Analysis and Signal Separation, Mar 2012, Tel-Aviv, Israel. pp.470-477
Communication dans un congrès hal-00681534v1
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Visual Based Reference for Enhanced Audio-Video Source Extraction

Jack Harris , Naqvi Syed Mohsen , Bertrand Rivet , Jonathon Chambers , Christian Jutten
IMA - 9th IMA International Conference on Mathematics in Signal Processing, Jan 2012, Birmingham, United Kingdom. pp.n/c
Communication dans un congrès hal-00781793v1
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Closed-looping a P300 BCI using the ErrP

Sandra Rousseau , Christian Jutten , Marco Congedo
NCTA 2012 - 5th International Conference on Neural Computation Theory and Applications, Oct 2012, Barcelone, Spain. pp.1
Communication dans un congrès hal-00741236v1
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How to use real-valued sparse recovery algorithms for complex-valued sparse recovery?

Arsalan Sharif-Nassab , Milad Kharrat-Zadeh , Massoud Babaie-Zadeh , Christian Jutten
EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.849-853
Communication dans un congrès hal-00733982v1
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ECG Denoising using Angular Velocity as a State and an Observation in an Extended Kalman Filter Framework

Mahsa Akhbari , Mohammad B. Shamsollahi , Christian Jutten , Bertrand Coppa
EMBC 2012 - 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2012, San Diego, Californie, United States. pp.2897-2900, ⟨10.1109/EMBC.2012.6346569⟩
Communication dans un congrès hal-00853756v1
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Designing spatial filters based on neuroscience theories to improve error-related potential classification

Sandra Rousseau , Christian Jutten , Marco Congedo
MLSP 2012 - IEEE 22nd International Workshop on Machine Learning for Signal Processing, Sep 2012, Santander, Spain. pp.1
Communication dans un congrès hal-00741221v1

Source Separation in Nonlinear Mixtures: How and Why?

Christian Jutten
EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania
Communication dans un congrès hal-00734751v1
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Blind compensation of nonlinear distortions via sparsity recovery

Leonardo Tomazeli Duarte , Ricardo Suyama , Romis Attux , João Marcos Romano , Christian Jutten
EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.2362-2366
Communication dans un congrès hal-00734080v1

Application of Dynamic Time Warping on Kalman Filtering Framework for Abnormal ECG Filtering

Mohammad Niknazar , Bertrand Rivet , Christian Jutten
ESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.139
Communication dans un congrès hal-00701592v1
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A projected gradient-based algorithm to unmixing hyperspectral data

Azar Zandifar , Massoud Babaie-Zadeh , Christian Jutten
EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.2482-2486
Communication dans un congrès hal-00733985v1
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Separation of Sparse Signals in Overdetermined Linear-Quadratic Mixtures

Leonardo Tomazeli Duarte , Rafael Assato Ando , Romis Attux , Yannick Deville , Christian Jutten
LVA/ICA 2012 - 10th International Conference on Latent Variable Analysis and Signal Separation, Mar 2012, Tel-Aviv, Israel. pp.239-246
Communication dans un congrès hal-00687408v1
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Time window selection for improving error-related potential detection

Sandra Rousseau , Christian Jutten , Marco Congedo
NCTA 2012 - 5th International Conference on Neural Computation Theory and Applications, Oct 2012, Barcelone, Spain. pp.1
Communication dans un congrès hal-00741234v1
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Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images

Wendyam S. B. Ouedraogo , Antoine Souloumiac , Mériem Jaidane , Christian Jutten
LVA/ICA 2012 - 10th International Conference on Latent Variable Analysis and Signal Separation, Mar 2012, Tel-Aviv, Israel. pp.494-501
Communication dans un congrès hal-00687436v1
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Fetal ECG extraction from a single sensor by a non-parametric modeling

Mohammad Niknazar , Bertrand Rivet , Christian Jutten
EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.949-953
Communication dans un congrès hal-00734073v1
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Blind source separation of discrete finite alphabet sources using a single mixture

Mohammad Rostami , Massoud Babaie-Zadeh , Samareh Samadi , Christian Jutten
SSP 2011 - 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.713-716
Communication dans un congrès hal-00605698v1
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Error correction via smoothed L0-norm recovery

Saman Ashkiani , Massoud Babaie-Zadeh , Christian Jutten
SSP 2011 - 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.289-292
Communication dans un congrès hal-00605696v1

Unsupervised classification and spectral unmixing for sub-pixel labelling

Alberto Villa , Jocelyn Chanussot , Jon Atli Benediktsson , Christian Jutten
IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.n/a
Communication dans un congrès hal-00696045v1
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Réalisation d'un Brain-Switch EEG par Géométrie Riemannienne

Alexandre Barachant , Stephane Bonnet , Marco Congedo , Christian Jutten
GRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. pp.n/c
Communication dans un congrès hal-00602720v1
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A Brain-Switch using Riemannian Geometry

Alexandre Barachant , Stephane Bonnet , Marco Congedo , Christian Jutten
BCI 2011 - 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.64-67
Communication dans un congrès hal-00629110v1
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Blind extraction of sparse components based on L0-norm minimization

Leonardo Tomazeli Duarte , Ricardo Suyama , Romis Attux , Joao M. T. Romano , Christian Jutten
SSP 2011 - 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.617-621
Communication dans un congrès hal-00605697v1
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Regularized Gradient Algorithm for Non-Negative Independent Component Analysis

Wendyam S. B. Ouedraogo , Mériem Jaidane , Antoine Souloumiac , Christian Jutten
ICASSP 2011 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.2524-2527
Communication dans un congrès hal-00596772v1
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When silence is gold

Bertrand Rivet , Christian Jutten
EUSIPCO 2011 - 19th European Signal Processing Conference, Aug 2011, Barcelone, Spain
Communication dans un congrès hal-00619984v1
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SRF: Matrix Completion Based on Smoothed Rank Function

Hooshang Ghasemi , Mohammadreza Malek-Mohammadi , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2011 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3672-3675
Communication dans un congrès hal-00596777v1
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Identification of brain regions involved in epilepsy using common spatial pattern

Samareh Samadi , Ladan Amini , Hamid Soltanian-Zadeh , Christian Jutten
SSP 2011 - 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.829-832
Communication dans un congrès hal-00605699v1
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"Brain Invaders": a prototype of an open-source P300- based video game working with the OpenViBE platform

Marco Congedo , Matthieu Goyat , Nicolas Tarrin , Gelu Ionescu , Léo Varnet
BCI 2011 - 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.280-283
Communication dans un congrès hal-00641412v1
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Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction

Giorgio Antonino Licciardi , Muhammad Murtaza Khan , Jocelyn Chanussot , Annick Montanvert , Laurent Condat
IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.1783-1786, ⟨10.1109/IGARSS.2011.6049466⟩
Communication dans un congrès hal-00696054v1
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An Entropy Based Method for Activation Detection of functional MRI Data Using Independent Component Analysis

Mahsa Akhbari , Massoud Babaie-Zadeh , Emad Fatemizadeh , Christian Jutten
ICASSP 2010 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, United States. pp.2014-2017
Communication dans un congrès hal-00466285v1
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Independent component discriminant analysis for hyperspectral image classification

Alberto Villa , Jon Atli Benediktsson , Jocelyn Chanussot , Christian Jutten
WHISPERS 2010 - 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2010, Reykjavik, Iceland. conference proceedings
Communication dans un congrès hal-00578911v1
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Blind Source Separation of Overdetermined Linear-Quadratic Mixtures

Leonardo Tomazeli Duarte , Ricardo Suyama , Romis Attux , Yannick Deville , Joao M. T. Romano
LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.263-270
Communication dans un congrès hal-00525945v1
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Suboptimal sensor subset evaluation in a P300 Brain-Computer Interface

Hubert Cecotti , Bertrand Rivet , Marco Congedo , Christian Jutten , Olivier Bertrand
EUSIPCO 2010 - 18th European Signal Processing Conference, Aug 2010, Aalborg, Denmark. 5 p
Communication dans un congrès hal-00514406v1
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Common Spatial Pattern revisited by Riemannian Geometry

Alexandre Barachant , Stephane Bonnet , Marco Congedo , Christian Jutten
MMSP 2010 - IEEE International Workshop on Multimedia Signal Processing, Oct 2010, Saint-Malo, France. pp.472, ⟨10.1109/MMSP.2010.5662067⟩
Communication dans un congrès hal-00602686v1
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Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization

Wendyam S. B. Ouedraogo , Antoine Souloumiac , Christian Jutten
LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.522-529
Communication dans un congrès hal-00526058v1
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Adaptive and Non-adaptive ISI Sparse Channel Estimation Based on SL0 and Its Application in ML Sequence-by-Sequence Equalization

Rad Niazadeh , Sina Hamidi Ghalehjegh , Massoud Babaie-Zadeh , Christian Jutten
LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.579-587
Communication dans un congrès hal-00526065v1
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An Alternating Minimization Method for Sparse Channel Estimation

Rad Niazadeh , Massoud Babaie-Zadeh , Christian Jutten
LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.319-327
Communication dans un congrès hal-00525949v1
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Using Non-Negative Matrix Factorization for Removing Show-Through

Farnood Merrikh-Bayat , Massoud Babaie-Zadeh , Christian Jutten
LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.482-489
Communication dans un congrès hal-00526043v1
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Riemannian geometry applied to BCI classification

Alexandre Barachant , Stephane Bonnet , Marco Congedo , Christian Jutten
LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint-Malo, France. pp.629-636, ⟨10.1007/978-3-642-15995-4_78⟩
Communication dans un congrès hal-00602700v1
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Blind extraction of intermittent sources

Bertrand Rivet , Leonardo Tomazeli Duarte , Christian Jutten
LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint-Malo, France. pp.402-409
Communication dans un congrès hal-00522845v1
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Fast Block-Sparse Decomposition Based on SL0

Sina Hamidi Ghalehjegh , Massoud Babaie-Zadeh , Christian Jutten
LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.426-433
Communication dans un congrès hal-00525952v1
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Super-resolution: an efficient method to improve spatial resolution of hyperspectral images

Alberto Villa , Jocelyn Chanussot , Jon Atli Benediktsson , M. Ulfarsson , Christian Jutten
IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. conference proceedings
Communication dans un congrès hal-00578956v1
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Supervised super resolution to improve the resolution of hyperspectral images classification maps

Alberto Villa , Jocelyn Chanussot , Jon Atli Benediktsson , Christian Jutten
SPIE Remote Sensing Europe, 2010, -, France. conference proceedings
Communication dans un congrès hal-00578962v1
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Parametric Dictionary Learning Using Steepest Descent

Mahdi Ataee , Hadi Zayyani , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2010 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, United States. pp.1978-1981
Communication dans un congrès hal-00466282v1
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ECG denoising and compression by sparse 2D separable transform with overcomplete mixed dictionaries

A. Ghafari , H. Palangi , Massoud Babaie-Zadeh , Christian Jutten
MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p
Communication dans un congrès hal-00424178v1
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Bayesian Pursuit Algorithm for Sparse Representation

Hadi Zayyani , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.1549-1552
Communication dans un congrès hal-00400478v1
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Source Separation of Baseband Signals in Post-Nonlinear Mixtures

Leonardo Tomazeli Duarte , Christian Jutten , Bertrand Rivet , Ricardo Suyama , Romis Attux
MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. pp.in CD
Communication dans un congrès hal-00416161v1

On the use of ICA for hyperspectral image analysis

Alberto Villa , Jocelyn Chanussot , Christian Jutten , Jon Atli Benediktsson , Saïd Moussaoui
IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. CD rom proceedings
Communication dans un congrès hal-00449457v1
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Sparse Decomposition Over Non-Full-Rank Dictionaries

Massoud Babaie-Zadeh , Vincent Vigneron , Christian Jutten
ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2953-2956
Communication dans un congrès hal-00400474v1
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Directed epileptic network from scalp and intracranial EEG of epileptic patients

Ladan Amini , Christian Jutten , Sophie Achard , Olivier David , Hamid Soltanian-Zadeh
MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p
Communication dans un congrès hal-00424212v1
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Compressed sensing block MAP-LMS adaptive filter for sparse channel estimation and a bayesian Cramer-Rao bound

Hadi Zayyani , Massoud Babaie-Zadeh , Christian Jutten
MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p
Communication dans un congrès hal-00424165v1
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Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings

Cedric Gouy-Pailler , Reza Sameni , Marco Congedo , Christian Jutten
ICA 2009 - 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.419--426, ⟨10.1007/978-3-642-00599-2⟩
Communication dans un congrès hal-00369922v1
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Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics

Cedric Gouy-Pailler , Jérémie Mattout , Marco Congedo , Christian Jutten
ESANN 2009 - 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. pp.77
Communication dans un congrès hal-00384879v1
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Séparation de sources dans le cas de mélanges linéaires-quadratiques et linéaires par une approche bayésienne

Leonardo Tomazeli Duarte , Christian Jutten , Saïd Moussaoui
GRETSI 2009 - XXIIème Colloque francophone de traitement du signal et des images, Sep 2009, Dijon, France. pp.in CD
Communication dans un congrès hal-00416162v1
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Bayesian source separation of linear-quadratic and linear mixtures through a MCMC method

Leonardo Tomazeli Duarte , Christian Jutten , Saïd Moussaoui
MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p
Communication dans un congrès hal-00424171v1
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Blind separation of bilinear mixtures using mutual information minimization

Fatemeh Mokhtari , Massoud Babaie-Zadeh , Christian Jutten
MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p
Communication dans un congrès hal-00424182v1
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Image Denoising Using Sparse Representations

S. Valiollahzadeh , H. Firouzi , Massoud Babaie-Zadeh , Christian Jutten
ICA 2009 - 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.557-564
Communication dans un congrès hal-00370672v1
Image document

Sparse Decomposition of Two Dimensional Signals

A. Ghafari , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.3157-3160
Communication dans un congrès hal-00400464v1
Image document

Sparse Differential Connectivity Graph of Scalp EEG for Epileptic Patients

Ladan Amini , Sophie Achard , Christian Jutten , Hamid Soltanian-Zadeh , Gholam Ali Hossein-Zadeh
ESANN 2009 - 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium
Communication dans un congrès hal-00448557v1
Image document

Image Coding and Compression with Sparse 3D Discrete Cosine Transform

H. Palangi , A. Ghafari , Massoud Babaie-Zadeh , Christian Jutten
ICA 2009 - 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.532-539
Communication dans un congrès hal-00370733v1
Image document

Robust-SL0 For Stable Sparse Representation in Noisy Settings

Armin Eftekhari , Massoud Babaie-Zadeh , Christian Jutten , Hamid Abrishami Moghaddam
ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.3433-3436
Communication dans un congrès hal-00400700v1
Image document

A new approach in decompisition over multiple-overcomplete dictionaries with application to image inpainting

S. Valiollahzadeh , Mohammad Nazari , Massoud Babaie-Zadeh , Christian Jutten
MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p
Communication dans un congrès hal-00424195v1
Image document

Inflating Compressed Samaples: A Joint Source-Channel Coding Approach for noise-Resistant Compressed Sensing

A. Hesam Mohseni , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2957-2960
Communication dans un congrès hal-00400693v1
Image document

An upper bound on the estimation error of the sparsest solution of underdetermined linear systems

Massoud Babaie-Zadeh , G. Hosein Mohimani , Christian Jutten
SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France
Communication dans un congrès inria-00369545v1
Image document

An adaptive thresholding approach for image denoising using redundant representations

Zahra Sadeghipour , Massoud Babaie-Zadeh , Christian Jutten
MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p
Communication dans un congrès hal-00424191v1
Image document

Ion-Selective Electrode Array Based on a Bayesian Nonlinear Source Separation Method

Leonardo Tomazeli Duarte , Christian Jutten , Saïd Moussaoui
ICA 2009 - 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.662--669
Communication dans un congrès hal-00370052v1
Image document

Improvement to a NAM captured whisper-to-speech system

Viet-Anh Tran , Gérard Bailly , Hélène Loevenbruck , Christian Jutten
Interspeech 2008 - 9th Annual Conference of the International Speech Communication Association, Sep 2008, Brisbane, Australia. pp.1465-1468
Communication dans un congrès hal-00333288v1
Image document

A nonlinear source separation approach for the Nicolsky-Eisenman model

Leonardo Tomazeli Duarte , Christian Jutten
EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland
Communication dans un congrès hal-00315868v1
Image document

A new General Weighted Least-Squares Algorithm for Approximate Joint Diagonalization

Marco Congedo , Christian Jutten , Reza Sameni , Cedric Gouy-Pailler
BCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.98-103
Communication dans un congrès hal-00324215v1
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Amélioration de la conversion de voix chuchotée enregistrée par capteur NAM vers la voix audible

Viet-Anh Tran , Gérard Bailly , Hélène Loevenbruck , Christian Jutten
JEP 2008 - 27e Journées d'Etudes sur la Parole, Jun 2008, Avignon, France. pp.110-113
Communication dans un congrès hal-00339058v1
Image document

Model-Based Source Separation for Multi-Class Motor Imagery

Cedric Gouy-Pailler , Marco Congedo , Christian Jutten , Clemens Brunner , Gert Pfurtscheller
EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1569101877
Communication dans un congrès hal-00290117v1
Image document

A nonlinear blind source separation solution for removing the show-through effect in the scanned documents

Farnood Merrikh-Bayat , Massoud Babaie-Zadeh , Christian Jutten
EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. 5 p
Communication dans un congrès hal-00315887v1
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Estimating the mixing matrix in underdetermined Spare Component Analysis (SCA) using consecutive Independent Component Analysis (ICA)

Adel Javanmard , Pedram Pad , Massoud Babaie-Zadeh , Christian Jutten
EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. 5 p
Communication dans un congrès hal-00315900v1
Image document

Estimating the mixing matrix in Sparse Component Analysis (SCA) using EM algorithm and Iteratice bayesian clustering

Hadi Zayyani , Massoud Babaie-Zadeh , Christian Jutten
EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. 5 p
Communication dans un congrès hal-00315889v1
Image document

Decoding Real-Field Codes by an Iterative Expectation-Maximization (EM) Algorithm

Hadi Zayyani , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2008 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States. pp.3169-3172
Communication dans un congrès hal-00271360v1
Image document

MR Artifact Reduction in the Simultaneous Acquisition of EEG and fMRI of Epileptic Patients

Ladan Amini , Reza Sameni , Christian Jutten , Hamid Soltanian-Zadeh , Gholam Ali Hossein-Zadeh
EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland
Communication dans un congrès hal-00323479v1
Image document

Multi-Class Independent Common Spatial Patterns: Exploiting Energy Variations of Brain Sources

Cedric Gouy-Pailler , Marco Congedo , Clemens Brunner , Christian Jutten , Gert Pfurtscheller
BCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.20--25
Communication dans un congrès hal-00323579v1
Image document

A first step to convolutive sparse representation

H. Firouzi , Massoud Babaie-Zadeh , A. Ghasemian Sahebi , Christian Jutten
ICASSP 2008 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, Nevada, United States. pp.1921-1924
Communication dans un congrès hal-00271358v1
Image document

Complex-Valued Sparse Representation based on smoothed l0 norm

G. Hosein Mohimani , Massoud Babaie-Zadeh , Christian Jutten
ICASSP 2008 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, Nevada, United States. pp.3881-3884
Communication dans un congrès hal-00271364v1

Connectivity analysis of EEG recordings for Epileptic patients

Ladan Amini , Sophie Achard , Christian Jutten , Gholam Ali Hossein-Zadeh , Hamid Soltanian-Zadeh
ICON 2008, Sep 2008, Bodrum, Turkey
Communication dans un congrès hal-00323487v1
Image document

Topographical Dynamics of Brain Connections for the Design of Asynchronous Brain-Computer Interfaces

Cedric Gouy-Pailler , Sophie Achard , Bertrand Rivet , Christian Jutten , Emmanuel Maby
EMBC 2007 - 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.2520-2523, ⟨10.1109/IEMBS.2007.4352841⟩
Communication dans un congrès hal-00174738v1
Image document

Fast Sparse Representation Based on Smoothed L0 Norm

G. Hosein Mohimani , Massoud Babaie-Zadeh , Christian Jutten
ICA 2007 - 7th International Conference on Independent Component Analysis and Signal Separation, Sep 2007, London, United Kingdom. pp.389-396
Communication dans un congrès hal-00173357v1
Image document

Two novel visual voice activity detectors based on appearance models and retinal filltering

Andrew Aubrey , Bertrand Rivet , Yulia Hicks , Laurent Girin , Jonathon Chambers
EUSIPCO 2007 - 15th European Signal Processing Conference, Sep 2007, Poznan, Poland
Communication dans un congrès hal-00188132v1

Audiovisual speech source separation: a regularization method based on visual voice activity detection

Bertrand Rivet , Laurent Girin , Christine Serviere , Dinh-Tuan Pham , Christian Jutten
AVSP 2007 - 6th International Conference on Auditory-Visual Speech Processing, Aug 2007, Hilvarenbeek, Netherlands. pp.223-227
Communication dans un congrès hal-00195014v1
Image document

Sparse Component Analysis in Presence of Noise Using an Iterative EM-MAP Algorithm

Hadi Zayyani , Massoud Babaie-Zadeh , G. Hosein Mohimani , Christian Jutten
ICA 2007 - 7th International Conference on Independent Component Analysis and Signal Separation, Sep 2007, London, United Kingdom. pp.438-445
Communication dans un congrès hal-00173379v1
Image document

Blind Source Separation of a Class of Nonlinear Mixtures

Leonardo Tomazeli Duarte , Christian Jutten
ICA 2007 - 7th International Conference on Independent Component Analysis and Signal Separation, Sep 2007, Londres, United Kingdom. pp.41-48
Communication dans un congrès hal-00173300v1
Image document

How to Apply ICA on Actual Data? Example of Mars Hyperspectral Image Analysis

Christian Jutten , Saïd Moussaoui , Frédéric Schmidt
DSP 2007 - 15th IEEE International Conference on Digital Signal Processing, Jul 2007, Cardiff, United Kingdom. pp.1-12
Communication dans un congrès hal-00173328v1
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Advantages of Using Feature Selection Techniques on Steganalysis Schemes

Yoan Miche , Patrick Bas , Christian Jutten , Amaury Lendasse , Olli Simula
IWANN 2007 - 9th International Work-Conference on Artificial Neural Networks, Jun 2007, San Sebastian, Spain. pp.electronic version
Communication dans un congrès hal-00166695v1

Development and comparison of two approaches for visual speech analysis with application to voice activity detection

Bertrand Rivet , Andrew Aubrey , Laurent Girin , Yulia Hicks , Christian Jutten
AVSP 2007 - 6th International Conference on Auditory-Visual Speech Processing, Aug 2007, Hilvarenbeek, Netherlands. p. 228-232
Communication dans un congrès hal-00195015v1
Image document

Using a Visual Voice Activity Detector to Regularize the Permutations in Blind Separation of Convolutive Speech Mixtures

Bertrand Rivet , Laurent Girin , Christine Serviere , Dinh-Tuan Pham , Christian Jutten
DSP 2007 - 15th IEEE International Conference on Digital Signal Processing, Jul 2007, Cardiff, United Kingdom. pp.223-226, ⟨10.1109/ICDSP.2007.4288559⟩
Communication dans un congrès hal-00173341v1
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Extracting relevant features of steganographic schemes by feature selection techniques

Yoan Miche , Patrick Bas , Christian Jutten , Amaury Lendasse , Olli Simula
WaCHa 2007 - Third Wavila Challenge, Jun 2007, Saint-Malo, France. pp.electronic version
Communication dans un congrès hal-00166700v1
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Avantages de la Sélection de Caractéristiques pour la Stéganalyse

Yoan Miche , Patrick Bas , Amaury Lendasse , Olli Simula , Christian Jutten
GRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. pp.electronic version
Communication dans un congrès hal-00166692v1
Image document

Théorie des graphes et dynamique des connexions cérébrales pour la conception d'interfaces cerveau-machines asynchrones

Cedric Gouy-Pailler , Bertrand Rivet , Sophie Achard , Antoine Souloumiac , Christian Jutten
GRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. pp.676-676
Communication dans un congrès hal-00174745v1
Image document

A mutual information minimization approach for a class of nonlinear recurrent separating systems

Leonardo Tomazeli Duarte , Christian Jutten
MLSP 2007 - IEEE 17th International Workshop on Machine Learning for Signal Processing, Aug 2007, Thessaloniki, Greece
Communication dans un congrès hal-00169526v1
Image document

Source Estimation in Noisy Sparse Component Analysis

Hadi Zayyani , Massoud Babaie-Zadeh , Christian Jutten
DSP 2007 - 15th IEEE International Conference on Digital Signal Processing, Jul 2007, Cardiff, United Kingdom. pp.219-222
Communication dans un congrès hal-00173337v1
Image document

Estimating the Mixing Matrix in Sparse Component Analysis Based on Converting a Multiple Dominant to a Single Dominant Problem

Nima Noorshams , Massoud Babaie-Zadeh , Christian Jutten
ICA 2007 - 7th International Conference on Independent Component Analysis and Signal Separation, Jul 2007, London, United Kingdom. pp.397-405
Communication dans un congrès hal-00173370v1

A new approach for sparse source separation

A. Ali Amini , Massoud Babaie-Zadeh , Christian Jutten
European Signal and Image Processing Conference {EUSIPCO}, Sep 2006, Florence, Italy
Communication dans un congrès hal-00105883v1

Markovian blind image separation

Shahram Hosseini , R. Guidara , Y. Deville , Christian Jutten
Proceedings of the Sixth International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2006), Mar 2006, Charleston, United States. pp.106-114, ⟨10.1007/11679363_14⟩
Communication dans un congrès hal-00289240v1

A fast method for sparse component analysis based on iterative detection-projection

A. Ali Amini , Massoud Babaie-Zadeh , Christian Jutten
MaxEnt 2006, Jul 2006, Paris, France
Communication dans un congrès hal-00105882v1

The Physical Meaning of Independent Components and Artifact Removal of Hyperspectral Data from Mars Using ICA

Hafrun Hauksdottir , Christian Jutten , Frederic Schmidt , Jocelyn Chanussot , Jon Atli Benediktsson
7th IEEE Nordic Signal Processing Symposium (NORSIG 2006), Jun 2006, Reykjavik, Iceland
Communication dans un congrès insu-00362037v1

Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria

Reza Sameni , F. Vrins , F. Parmentier , Christophe Hérail , Vincent Vigneron
MaxEnt - Twenty sixth International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jul 2006, Paris, France. (elec. proc.)
Communication dans un congrès hal-00098168v1

An analysis of visual speech information applied to voice activity detection

David Sodoyer , Bertrand Rivet , Laurent Girin , Jean-Luc Schwartz , Christian Jutten
IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2006, Toulouse, France. pp.1
Communication dans un congrès hal-00361750v1

Solving the indeterminations of Blind source separation of convolutive speech mixtures

David Sodoyer , Christian Jutten , Laurent Girin , Jean-Luc Schwartz , Bertrand Rivet
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2006, 2006, Toulouse, France
Communication dans un congrès hal-00098153v1

Mars Hyperspectral Data Processing using ICA and Bayesian Positive Source Separation

Hafrun Hauksdottir , Saïd Moussaoui , Frédéric Schmidt , Christian Jutten , Jocelyn Chanussot
MaxEnt 2006, 2006, Paris, France
Communication dans un congrès hal-00098163v1
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What ICA Provides for ECG Processing: Application to Noninvasive Fetal ECG Extraction

Reza Sameni , Christian Jutten , M.B. Shamsollahi
Proc. of the International Symposium on Signal Processing and Information Technology (ISSPIT'06), Vancouver, Canada, Aug. 27-30, 2006, Aug 2006, Vancouver, Canada. pp.656-661
Communication dans un congrès hal-00174338v1

On the relevance of independent components

Christian Jutten , Reza Sameni , Hafrun Hauksdottir
(ICA) Research Network International Workshop, 2006, Liverpool, United Kingdom. pp.1-8
Communication dans un congrès hal-00097191v1
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Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria

Reza Sameni , Frédéric Vrins , F. Parmentier , Christophe Herail , Vincent Vigneron
26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2006), Jul 2006, Paris, France. pp.97--104, ⟨10.1063/1.2423265⟩
Communication dans un congrès hal-00966350v1
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Multi-Channel Electrocardiogram Denoising Using a Bayesian Filtering Framework

Reza Sameni , M.B. Shamsollahi , Christian Jutten
33rd Annual International Conference on Computers in Cardiology, Sep 2006, Valencia, Spain. pp.185-188
Communication dans un congrès hal-00174333v1

The Physical Meaning of Independent Components and Artifact Removal of Hyperspectral Data from Mars using ICA

Hafrun Hauksdottir , Christian Jutten , Frédéric Schmidt , Jocelyn Chanussot , Jon Atli Benediktsson
7th Nordic Signal Processing Symposium (NORSIG'2006), 2006, Reykjavik, Iceland
Communication dans un congrès hal-00098155v1

Maximum likelihood separation of spatially autocorrelated images using a Markov model

Sharam Hosseini , R. Guidara , Y. Deville , Christian Jutten
ICA2006, 2006, Charleston, United States
Communication dans un congrès hal-00098150v1

Zero-entropy minimization for blind extraction of bounded sources

F. Vrins , D. Erdogmus , Christian Jutten , M. Verleysen
6th International Conference, ICA 2006, 2006, Charleston, United States
Communication dans un congrès hal-00098151v1

Maximum likelihood separation of spatially auto-correlated images using a Markov model

Sharam Hosseini , R. Guidara , Y. Deville , Christian Jutten
MaxEnt 2006, Jul 2006, France, France
Communication dans un congrès hal-00105881v1

Semi-blind source separation

Christian Jutten , Massoud Babaie-Zadeh
14th European Symposium on Artificial Neural Networks, ESANN 2006, Apr 2006, Bruges, Belgium. pp.301-312
Communication dans un congrès hal-00097178v1

The physical meaning of independent components and artifacts removal of hyperspectral data from Mars using ICA.

Hafrun Hauksdottir , Christian Jutten , Frédéric Schmidt , Jocelyn Chanussot , Jon Atli Benediktsson
2006, pp.226-230
Communication dans un congrès hal-00121329v1

Maximizing entropy for estimating nonlinearities in {PNL} mixtures source separation

J. Solé , Christian Jutten
ICA (Research Network International Workshop), Sep 2006, Liverpool, United Kingdom. pp.41-44
Communication dans un congrès hal-00105884v1

Mars Hyperspectral Data Processing using ICA and Bayesian Positive Source Separation

Hafrun Hauksdottir , Saïd Moussaoui , Frédéric Schmidt , Christian Jutten , Jocelyn Chanussot
Jul 2006, pp.288-295
Communication dans un congrès hal-00121596v1
Image document

Filtering Noisy ECG Signals Using the Extended Kalman Filter Based on a Dynamic ECG Model

Reza Sameni , M.B. Shamsollahi , Christian Jutten , Massoud Babaie-Zadeh
Proc. of the 32nd Annual International Conference on Computers in Cardiology, Lyon, France, Sep. 25-28, 2005, Sep 2005, Lyon, France. pp.1017-1020
Communication dans un congrès hal-00174343v1

ICA by mutual information minimization: how to avoid local minima ?

Massoud Babaie-Zadeh , B. Bahmani , Christian Jutten
13th European Signal Processing Conference, EUSIPCO-2005, Sep 2005, Antalya, Turkey. 4 p
Communication dans un congrès hal-00379468v1

Sparsity or whiteness : what criterion to use for blind deconvolution of seismic data?

Anthony Larue , Mirko van Der Baan , Jerome I. Mars , Christian Jutten
-, 2005, France
Communication dans un congrès hal-00097184v1
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Sensor array for fetal ECG. part 2 : Sensor selections

Vincent Vigneron , Annabelle Azancot , Christophe Herail , Manuel Schmidt , Olivier Sibony
2nd IEEE International Conference on Computational Intelligence in Medical and Healthcare, Jun 2005, Costa da Caparica, Lisbon, Portugal. pp.434-442
Communication dans un congrès hal-00203397v1
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Sensor array for fetal ECG. part 1 : Simulations.

Vincent Vigneron , Annabelle Azancot , Christophe Herail , Manuel Schmidt , Olivier Sibony
2nd IEEE International Conference on Computational Intelligence in Medical and Healthcare, Jun 2005, Costa da Caparica, Lisbon, Portugal. pp.90-98
Communication dans un congrès hal-00203395v1
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Filtering Electrocardiogram Signals Using the Extended Kalman Filter

Reza Sameni , M.B. Shamsollahi , Christian Jutten
27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Sep 2005, Shanghai, China. pp.5639-5642
Communication dans un congrès hal-00174347v1

SWM: a Class of Convex Contrasts for Source Separation

Frédéric Vrins , Michel Verleysen , Christian Jutten
ICASSP 2005, May 2005, Philadelphia, United States. 4 p
Communication dans un congrès hal-00379457v1

Sensor array for foetal ECG. Part 1: Electrical modelisation and simulations

Vincent Vigneron , Annabelle Azancot , Christophe Hérail , Mickael Schmidt , Olivier Sibony
International Conference on Computational Intelligence in Medicine and Healthcare, CIMED 2005, Sep 2005, Portugal. 4 p
Communication dans un congrès hal-00379463v1

A new method for estimating score function difference SFD and its application in blind source separation

B. Bahmani , Massoud Babaie-Zadeh , Christian Jutten
13th European Signal Processing Conference, EUSIPCO-2005, Sep 2005, Antalya, Turkey. 4 p
Communication dans un congrès hal-00379470v1

Déconvolution aveugle dans le domaine fréquentiel fondée sur le taux d'information mutuelle

Anthony Larue , Christian Jutten , Jerome I. Mars
GRETSI, 2005, France
Communication dans un congrès hal-00097198v1

Markovian source separation in post-nonlinear mixtures

Anthony Larue , Sharam Hosseini , Christian Jutten
2004, pp.702-709
Communication dans un congrès hal-00097172v1

Analytical solution of the blind source separation problem using derivatives

Sébastien Lagrange , Luc Jaulin , V. Vigneron , Christian Jutten
ICA 2004 Independent Component Analysis, Sep 2004, Grenade, Spain
Communication dans un congrès hal-00861472v1

Analytical solution of Blind Source Separation Problem Using Derivatives

Sébastien Lagrange , Luc Jaulin , Vincent Vigneron , Christian Jutten
Independent Component Analysis and Blind Signal Separation, Sep 2004, Grenada, Spain. pp.81-88
Communication dans un congrès hal-00232883v1

Wavelet de-noising for Blind Source Separeation in Noisy Mixtures

Bertrand Rivet , Vincent Vigneron , Anisoara Paraschiv-Ionescu , Christian Jutten
Independent Component Analysis and Blind Signal Separation, Sep 2004, Grenada, Spain. pp.263-271
Communication dans un congrès hal-00232831v1

A Geometric Approach for Separating Several Signals

Zadeh Massouad Babaie , Ali Mansour , Christian Jutten , F. Marvasti
Independent Component Analysis and Blind source Separation, Lecture Notes in Computer Science 3195, 2004, Granada, Spain
Communication dans un congrès hal-00802799v1

Blind frequency deconvolution : A new approach using mutual information rate

Anthony Larue , Jerome I. Mars , Christian Jutten
2004
Communication dans un congrès hal-00097179v1

A Geometric Approach for Separating Several Signals

M. Babaie-Zadeh , Ali Mansour , Christian Jutten , F. Marvasti
Fifth International Symposium on Independent Component Analysis and Blind Signal Separation, address = Granada, Spain, year = 2004, month = 22-24 September, nat = 0,, 2004, France. pp.Non renseigne
Communication dans un congrès hal-00518793v1

Abdominal electrodes analysis by statistical processing for fetal electrocardiogram extraction

F. Vrins , Vincent Vigneron , Michel Verleysen , Christian Jutten
2nd IASTED Int. Conf. on Biomedical Engineering (BioMed 2004), Feb 2004, Innsbruck, Austria. pp.244-249
Communication dans un congrès hal-00232830v1

Improving independent component analysis performances by variable selection

F. Vrins , J.L. Lee , Michel Verleysen , Vincent Vigneron , Christian Jutten
IEEE International Workshop on Neural Networks for Signal Processing (NNSP 2003), Sep 2003, Toulouse, France. pp.359-368, ⟨10.1109/NNSP.2003.1318035⟩
Communication dans un congrès hal-00232884v1
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fetal electrocardiogram extraction based on non-stationary ica and wavelet denoising

Vincent Vigneron , Anisoara Paraschiv-Ionescu , Annabelle Azancot , Christian Jutten , Olivier Sibony
7th IEEE International Symposium on Signal Processing and its applications, Jul 2003, Paris, France. pp.00
Communication dans un congrès hal-00232989v1
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L'analyse en composantes indépendantes: un outil puissant pour le traitement de l'information

Christian Jutten , Rémi Gribonval
Proc. XIXe colloque GRETSI (traitement du signal et des images), 8-11 septembre 2003, ENST, Paris, Sep 2003, Paris, France. pp.11-16
Communication dans un congrès inria-00576205v1
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Acceptability conditions for blind source separation problems

Vincent Vigneron , Sébastien Lagrange , Christian Jutten
11th European Symposium on Artificial Neural Networks (ESANN 2003), Apr 2003, Bruges, Belgium. pp.301-306
Communication dans un congrès hal-00233005v1
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Guaranteed nonlinear parameter estimation from error bounded data from NaI detectors

Vincent Vigneron , Christian Jutten , Hichem Maaref
ESARDA (European safeguards research and development association) symposium, May 2003, Stockholm, France. pp.00
Communication dans un congrès hal-00232886v1
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Conditions d'acceptabilité dans les problèmes de séparation de sources

Vincent Vigneron , Sébastien Lagrange , Christian Jutten
XXXVemes journées de Statistiques, Jun 2003, Paris, France. pp.883-886
Communication dans un congrès hal-00233001v1

Separation of a class of convolutive mixtures: a contrast function approach

C. Simon , Philippe Loubaton , Christophe Vignat , Christian Jutten , G. D. Urso
Proceedings. ICASSP99, 1999, France. pp.1429-32
Communication dans un congrès hal-00621855v1

Kurtosis: Definition and Properties

Ali Mansour , Christian Jutten , Ohnishi Noboru
International Conference on Multisource-Multisensor: Data Fusion (FUSION'98), Jul 1998, Las Vegas, United States
Communication dans un congrès hal-00802713v1

Blind source separation of convolutive mixtures by maximization of fourth-order cumulants : the non i.i.d. case

C. Simon , Philippe Loubaton , Christophe Vignat , Christian Jutten , G. D. Urso
Proc. Asilomar-98, Nov 1998, France. pp.1584-88
Communication dans un congrès hal-00621856v1

On the convolutive mixture - source separation by the decorrelation approach

C. Simon , Christophe Vignat , Philippe Loubaton , Christian Jutten , G. D. Urso
Proc. ICASSP-98, Seattle, May 1998, France. pp.2109-2112
Communication dans un congrès hal-00621857v1

Robustesse des hypothèses dans une méthode sous-espace pour la séparation de sources

Ali Mansour , Christian Jutten , Philippe Loubaton
Actes du XVIème colloque GRETSI, Sep 1997, Grenoble, France
Communication dans un congrès hal-00802612v1

Quelques remarques méthodologiques concernant la séparation des mélanges convolutifs par l'approche de décorrélation

C. Simon , Christophe Vignat , Philippe Loubaton , Christian Jutten , G. D. Urso
Actes du seizième colloque GRETSI, Sep 1997, France. pp.11-14
Communication dans un congrès hal-00621858v1

Subspace method for blind separation of sources and for a convolutive mixture model

Ali Mansour , Christian Jutten , Philippe Loubaton
Signal Processing VIII, Theories and Applications, Sep 1996, Triest, Italy
Communication dans un congrès hal-00802604v1

A Geometrical algorithm for blind separation of sources

Puntonet Carlos , Ali Mansour , Christian Jutten
XVème colloque GRETSI,, Sep 1995, Juan-Les-Pins, France
Communication dans un congrès hal-00802603v1

A simple cost function for instantaneous and convolutive sources separation

Ali Mansour , Christian Jutten
Actes du XVème colloque GRETSI, Sep 1995, Juan-Les-Pins, France
Communication dans un congrès hal-00802600v1

Variability of the endmembers in spectral unmixing

Lucas Drumetz , Jocelyn Chanussot , Christian Jutten
Data Handling in Science and Technology, Volume 32: Hyperspectral imaging, 32, pp.167-203, 2020, 78-0-444-63977-6. ⟨10.1016/B978-0-444-63977-6.00009-2⟩
Chapitre d'ouvrage hal-02888586v1
Image document

An Introduction to EEG Source Analysis with an illustration of a study on Error-Related Potentials

Marco Congedo , Sandra Rousseau , Christian Jutten
Miranda E and Castet J. Guide to Brain-Computer Music Interfacing, Springer, 2014, ISBN 978-1-4471-6584-2
Chapitre d'ouvrage hal-01078589v1

Toward Unsupervised Smart Chemical Sensor Array

Leonardo Tomazeli Duarte , Christian Jutten
K. Yallup, K. Iniewski (Eds.). Technologies for Smart Sensors and Sensor Fusion, CRC Press, pp.177-190, 2014, Devices, Circuits, and Systems, 9781466595507
Chapitre d'ouvrage hal-01063330v1

Overview of source separation applications

Yannick Deville , Christian Jutten , Ricardo Vigario
Pierre Comon, Christian Jutten. Handbook of blind source separation. Independent component analysis and applications, Academic Press (Elsevier), pp.639-682, 2010
Chapitre d'ouvrage hal-00460660v1

Introduction

Christian Jutten , Pierre Comon
Pierre Comon, Christian Jutten. Handbook of blind source separation. Independent component analysis and applications, Academic Press (Elsevier), pp.1-22, 2010
Chapitre d'ouvrage hal-00460655v1

Nonlinear mixtures

Christian Jutten , Massoud Babaie-Zadeh , Juha Karhunen
Pierre Comon, Christian Jutten. Handbook of blind source separation. Independent component analysis and applications, Academic Press (Elsevier), pp.549-592, 2010
Chapitre d'ouvrage hal-00460657v1

Mélanges non linéaires

Christian Jutten , Massoud Babaie-Zadeh
C. Jutten, P. Comon. Séparation de sources 2. Au-delà de l'aveugle et applications, Lavoisier, pp.443-482, 2007
Chapitre d'ouvrage hal-00179085v1

Introduction

Christian Jutten , Pierre Comon
P. Comon, C. Jutten. Séparation de sources 1. Concepts de base et analyse en composantes indépendantes., Lavoisier, pp.23-34, 2007
Chapitre d'ouvrage hal-00179082v1

From hardware to software : designing a "Neurostation"

Pierre Bessiere , Ali Chams , Anne Guérin-Dugué , Jeanny Hérault , Christian Jutten
Introduction to V.L.S.I. design of Artificial Neural Network, Kluever Academic Press, Boston, USA, 1990
Chapitre d'ouvrage hal-00106332v1

Noninvasive Extraction of Fetal Cardiac Signals from Maternal Abdominal Recordings

Reza Sameni , Christian Jutten , Mohammad B. Shamsollahi , Gari Clifford
United States, Patent n° : U.S. Serial Number: 61/116,870. Département Images et Signal. 2008
Brevet hal-00410655v1