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Christian Jutten

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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⟩
Journal articles 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⟩
Journal articles hal-03019950v1

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⟩
Journal articles 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⟩
Journal articles hal-03265014v1
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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⟩
Journal articles hal-03325710v3
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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⟩
Journal articles hal-03147947v1

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⟩
Journal articles hal-03138110v1
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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⟩
Journal articles hal-03078380v1
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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⟩
Journal articles hal-02905045v1
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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⟩
Journal articles hal-02490602v1
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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⟩
Journal articles hal-02267179v1
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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⟩
Journal articles hal-03019891v1
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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⟩
Journal articles hal-02434671v1
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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⟩
Journal articles hal-01911799v1
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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⟩
Journal articles hal-02305142v1
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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⟩
Journal articles hal-01911746v1

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⟩
Journal articles hal-02367970v1
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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⟩
Journal articles 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⟩
Journal articles hal-01971856v1
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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⟩
Journal articles hal-01919632v1

L’héritage de Fourier, 250 ans après

Christian Jutten
Interstices, 2018
Journal articles hal-02006613v1
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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⟩
Journal articles hal-01713406v1
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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⟩
Journal articles hal-01923278v1
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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⟩
Journal articles hal-01707062v1
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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⟩
Journal articles hal-01514878v1
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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⟩
Journal articles hal-01493481v1
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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⟩
Journal articles hal-01552273v1
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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⟩
Journal articles hal-01581520v1
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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⟩
Journal articles 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⟩
Journal articles hal-01442596v1
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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⟩
Journal articles hal-01132297v5
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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⟩
Journal articles hal-01346918v1
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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⟩
Journal articles hal-01336279v1
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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⟩
Journal articles 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⟩
Journal articles hal-01482955v1
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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⟩
Journal articles hal-01292198v1
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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⟩
Journal articles hal-01263915v1
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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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-00960222v1
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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⟩
Journal articles hal-00962227v2
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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⟩
Journal articles hal-01009910v1
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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⟩
Journal articles hal-01056115v1
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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⟩
Journal articles hal-00952039v1
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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⟩
Journal articles hal-00960232v1
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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⟩
Journal articles hal-00960206v1
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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⟩
Journal articles hal-00985017v1
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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⟩
Journal articles hal-00830957v1

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

Sylviane Gentil , Christian Jutten
DocSciences, 2013, 14, pp.3-10
Journal articles 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⟩
Journal articles hal-00820475v1
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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⟩
Journal articles 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⟩
Journal articles hal-00934308v1
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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⟩
Journal articles inserm-00847619v1

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

Sylviane Gentil , Christian Jutten
Interstices, 2013
Journal articles 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⟩
Journal articles hal-00798358v1
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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⟩
Journal articles hal-00660898v1
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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⟩
Journal articles hal-00764832v1
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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⟩
Journal articles hal-00681328v1

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⟩
Journal articles hal-00786285v1

Prévision : une approche scientifique

Christian Jutten
Interstices, 2011
Journal articles hal-01350171v1

Quand le cerveau parle aux machines

Marco Congedo , Christian Jutten
Interstices, 2011
Journal articles 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⟩
Journal articles hal-00643471v1
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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⟩
Journal articles hal-00578890v1
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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⟩
Journal articles hal-00584756v1
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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⟩
Journal articles inserm-00613113v1
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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⟩
Journal articles hal-00649183v1
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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⟩
Journal articles hal-00607195v1
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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
Journal articles hal-00998901v1
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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⟩
Journal articles hal-00429901v1
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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⟩
Journal articles hal-00460494v1
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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⟩
Journal articles hal-00466435v1
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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⟩
Journal articles hal-00526451v1
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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⟩
Journal articles hal-00484162v1

Quand le cerveau parle aux machines

Marco Congedo , Christian Jutten
DocSciences, 2010, 13, pp.40-47
Journal articles hal-00528577v1
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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⟩
Journal articles 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⟩
Journal articles hal-00523533v1
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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⟩
Journal articles hal-00437868v1
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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⟩
Journal articles hal-00358113v1
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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
Journal articles hal-00437891v1
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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⟩
Journal articles hal-00379068v1
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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⟩
Journal articles 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⟩
Journal articles hal-00429900v1

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⟩
Journal articles hal-00541415v1
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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⟩
Journal articles hal-00941145v1
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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⟩
Journal articles hal-00343628v1
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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⟩
Journal articles hal-00327590v1
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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⟩
Journal articles hal-00272347v1
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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⟩
Journal articles 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⟩
Journal articles hal-00202718v2
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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⟩
Journal articles hal-00285710v1
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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⟩
Journal articles hal-00306449v1
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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⟩
Journal articles hal-00174100v1
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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⟩
Journal articles hal-00174096v1
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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⟩
Journal articles hal-00499184v1
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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⟩
Journal articles hal-00174330v1
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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⟩
Journal articles hal-00174109v1

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
Journal articles hal-00097152v1

{ISFET} source separation: foundations and techniques

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

Sparse (ICA) via cluster-wise (PCA)

Massoud Babaie-Zadeh , Christian Jutten , Ali Mansour
Neurocomputing, 2006, 69 (13-15), pp.1458-1466
Journal articles hal-00097157v1

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

Thierry Viéville , Christian Jutten
Interstices, 2006
Journal articles inria-00096712v1

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
Journal articles hal-00069625v1
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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⟩
Journal articles hal-00202717v1

Sparse ICA via cluster-wise PCA

Zadeh Massouad Babaie , Christian Jutten , Ali Mansour
Neurocomputing, 2006, 69 (13-15), pp.1458-1466
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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
Journal articles 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
Journal articles 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
Journal articles 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
Journal articles 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
Journal articles hal-00621742v1

What should we say about the kurtosis ?

Ali Mansour , Christian Jutten
IEEE Signal Processing Letters, 1999, 6 (12), pp.321-322
Journal articles 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⟩
Journal articles 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
Journal articles 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⟩
Journal articles 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
Conference papers 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⟩
Conference papers hal-03597523v1
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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⟩
Conference papers hal-03078476v1
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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⟩
Conference papers hal-02560161v1
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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
Conference papers hal-02084803v3
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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
Conference papers hal-02321580v1
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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
Conference papers hal-02321587v1
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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⟩
Conference papers hal-02315131v1
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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
Conference papers hal-02397453v1
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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⟩
Conference papers hal-03078439v1
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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⟩
Conference papers 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⟩
Conference papers hal-01868167v1
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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
Conference papers hal-01884793v1

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
Conference papers hal-04024260v1

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⟩
Conference papers hal-04461743v1
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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
Conference papers hal-01591252v1
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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⟩
Conference papers hal-01480992v1
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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⟩
Conference papers hal-01479306v1
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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⟩
Conference papers 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⟩
Conference papers hal-01581521v1

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⟩
Conference papers 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⟩
Conference papers hal-01479420v1
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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⟩
Conference papers hal-01563153v1
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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⟩
Conference papers hal-01479301v1
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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
Conference papers hal-01504522v1
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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⟩
Conference papers hal-01591258v1
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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⟩
Conference papers hal-01552278v1
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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⟩
Conference papers hal-01630177v1
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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⟩
Conference papers hal-01479437v1

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
Conference papers 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
Conference papers hal-01212027v2
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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⟩
Conference papers hal-01364247v1

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⟩
Conference papers 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
Conference papers hal-01400542v1
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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
Conference papers hal-01400546v1
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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
Conference papers hal-01351209v1
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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
Conference papers hal-01325055v1
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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
Conference papers 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
Conference papers hal-01358368v1
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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
Conference papers hal-01357245v1
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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
Conference papers hal-01208195v2
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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⟩
Conference papers hal-01318726v1
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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
Conference papers hal-01382832v1
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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
Conference papers hal-01400550v1
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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
Conference papers hal-01236637v1
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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
Conference papers hal-01208412v1
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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
Conference papers hal-01208426v1

Static and Dynamic Modeling of Absence Epileptic Seizures Using Depth Recordings

Saeed Akhavan , Ronald Phlypo , Hamid Soltanian-Zadeh , Mahmoud Kamarei , Christian Jutten
Latent Variable Analysis and Signal Separation. LVA/ICA 2018., Jul 2015, Guildford, United Kingdom, United Kingdom. pp.534-544, ⟨10.1007/978-3-319-93764-9_49⟩
Conference papers hal-04461624v1
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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⟩
Conference papers hal-01195942v1
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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⟩
Conference papers hal-01226466v1