Ricardo Borsoi, Tales Imbiriba, Jose Bermudez, Cedric Richard, Jocelyn Chanussot, et al.. Spectral Variability in Hyperspectral Data Unmixing: A Comprehensive Review. IEEE geoscience and remote sensing magazine, IEEE, In press, pp.2 - 49. ⟨10.1109/mgrs.2021.3071158⟩. ⟨hal-03265014⟩

Fateme Ghayem, Bertrand Rivet, Rodrigo Cabral Farias, Christian Jutten. Robust sensor placement for signal extraction. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2021, 69, pp.4513-4528. ⟨10.1109/TSP.2021.3099954⟩. ⟨hal-03325710⟩

Arman Roonizi, Christian Jutten. Forward-backward Filtering and Penalized Least-Squares Optimization: A Unified Framework. Signal Processing, Elsevier, 2021, 178, pp.107796. ⟨10.1016/j.sigpro.2020.107796⟩. ⟨hal-03019950⟩

Arman Kheirati Roonizi, Christian Jutten. Band-stop Smoothing Filter Design. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2021, pp.1-1. ⟨10.1109/TSP.2021.3060619⟩. ⟨hal-03147947⟩

Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, et al.. Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2021, 59 (7), pp.5598-5618. ⟨10.1109/tgrs.2020.3014138⟩. ⟨hal-03138110⟩

Saman Noorzadeh, Bertrand Rivet, Christian Jutten. 3-D Interface for the P300 Speller BCI. IEEE Transactions on Human-Machine Systems, IEEE, 2020, 50 (6), pp.604-612. ⟨10.1109/THMS.2020.3016079⟩. ⟨hal-03078380⟩

Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. Dimensionality transcending: a method for merging BCI datasets with different dimensionalities. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2020, 68 (2), pp.673 - 684. ⟨10.1109/TBME.2020.3010854⟩. ⟨hal-02905045⟩

Arman Roonizi, Christian Jutten. Improved Smoothness priors using Bilinear Transform. Signal Processing, Elsevier, 2020, 169, pp.107381. ⟨10.1016/j.sigpro.2019.107381⟩. ⟨hal-03019891⟩

Saeed Akhavan, Ronald Phlypo, M. Kamarei, H. Soltanian-Zadeh, Christian Jutten. Separation of static and dynamic sources in absence epileptic seizures using depth cortical measurements. Signal Processing, Elsevier, 2020, 166, pp.107235. ⟨10.1016/j.sigpro.2019.07.028⟩. ⟨hal-02267179⟩

Lucas Drumetz, Jocelyn Chanussot, Christian Jutten. Spectral Unmixing: A Derivation of the Extended Linear Mixing Model from the Hapke Model. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2020, 17 (11), pp.1866-1870. ⟨10.1109/LGRS.2019.2958203⟩. ⟨hal-02434671⟩

Lucas Drumetz, Jocelyn Chanussot, Christian Jutten, Wing-Kin Ma, Akira Iwasaki. Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2020, 29, pp.4568 - 4582. ⟨10.1109/TIP.2020.2974062⟩. ⟨hal-02490602⟩

Saeed Akhavan, Ronald Phlypo, Hamid Soltanian-Zadeh, M Kamarei, Christian Jutten. A dictionary learning approach for spatio-temporal characterization of absence seizures. Physiological Measurement, IOP Publishing, 2019, 40 (10), pp.105008. ⟨10.1088/1361-6579/ab4962⟩. ⟨hal-02367970⟩

Denis Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Romis Attux, Christian Jutten, et al.. A second-order statistics method for blind source separation in post-nonlinear mixtures. Signal Processing, Elsevier, 2019, 155 (February), pp.63-72. ⟨10.1016/j.sigpro.2018.09.031⟩. ⟨hal-01911799⟩

Dana Lahat, Christian Jutten. Joint Independent Subspace Analysis: Uniqueness and Identifiability. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2019, 67 (3), pp.684-699. ⟨10.1109/TSP.2018.2880714⟩. ⟨hal-01911746⟩

Dana Lahat, Christian Jutten, Helene Shapiro. Schur's Lemma for Coupled Reducibility and Coupled Normality. SIAM Journal on Matrix Analysis and Applications, Society for Industrial and Applied Mathematics, 2019, 40 (3), pp.998-1021. ⟨10.1137/18M1232462⟩. ⟨hal-02305142⟩

Lucas Drumetz, Travis Meyer, Jocelyn Chanussot, Andrea Bertozzi, Christian Jutten. Hyperspectral Image Unmixing with Endmember Bundles and Group Sparsity Inducing Mixed Norms. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2019, 28 (7), pp.3435-3450. ⟨10.1109/TIP.2019.2897254⟩. ⟨hal-02138874⟩

Christian Jutten. L’héritage de Fourier, 250 ans après. Interstices, INRIA, 2018. ⟨hal-02006613⟩

Pedro Luiz Coelho Rodrigues, Christian Jutten, Marco Congedo. Riemannian Procrustes Analysis : Transfer Learning for Brain-Computer Interfaces. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2018, 66 (8), pp.2390 - 2401. ⟨10.1109/TBME.2018.2889705⟩. ⟨hal-01971856⟩

Mahsa Akhbari, Nasim Ghahjaverestan, Mohammad Shamsollahi, Christian Jutten. ECG Fiducial Point Extraction Using Switching Kalman Filter. Computer Methods and Programs in Biomedicine, Elsevier, 2018, 157 (April), pp.129-136. ⟨10.1016/j.cmpb.2018.01.018⟩. ⟨hal-01713406⟩

Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, Saikat Chatterjee, Mikael Skoglund, et al.. Sparse Signal Recovery Using Iterative Proximal Projection. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2018, 66 (4), pp.879 - 894. ⟨10.1109/TSP.2017.2778695⟩. ⟨hal-01707062⟩

Stéphanie Madrolle, Pierre Grangeat, Christian Jutten. A Linear-Quadratic Model for the Quantification of a Mixture of Two Diluted Gases with a Single Metal Oxide Sensor. Sensors, MDPI, 2018, 18 (6), pp.1785. ⟨10.3390/s18061785⟩. ⟨hal-01919632⟩

Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu. Transfer learning: a Riemannian geometry framework with applications to Brain-Computer Interfaces. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2018, 65 (5), pp.1107-1116. ⟨10.1109/TBME.2017.2742541⟩. ⟨hal-01923278⟩

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

Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten. Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017, 65 (12), pp.3179-3190. ⟨10.1109/TSP.2017.2679692⟩. ⟨hal-01514878⟩

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

Lucas Drumetz, Bahram Ehsandoust, Jocelyn Chanussot, Bertrand Rivet, Massoud Babaie-Zadeh, et al.. Relationships between nonlinear and space-variant linear models in hyperspectral image unmixing. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2017, 24 (10), pp.1567-1571. ⟨10.1109/LSP.2017.2747478⟩. ⟨hal-01581520⟩

Lucas Drumetz, Miguel Angel Veganzones, Rubén Marrero, Guillaume Tochon, Mauro Dalla Mura, et al.. Hyperspectral Local Intrinsic Dimensionality. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2016, 54 (7), pp.4063-4078. ⟨10.1109/TGRS.2016.2536480⟩. ⟨hal-01292198⟩

Mahsa Akhbari, Mohammad-Bagher Shamsollahi, Christian Jutten, Antonis Armoundas, Omid Sayadi. ECG denoising and fiducial point extraction using an extended Kalman filtering framework with linear and nonlinear phase observations. Physiological Measurement, IOP Publishing, 2016, 37 (2), pp.203. ⟨10.1088/0967-3334/37/2/203⟩. ⟨hal-01263915⟩

Mahsa Akhbari, Mohammad B. Shamsollahi, Omid Sayadi, Antonis A. Armoundas, Christian Jutten. ECG segmentation and fiducial point extraction using multi hidden Markov model. Computers in Biology and Medicine, Elsevier, 2016, 79, pp.21 - 29. ⟨10.1016/j.compbiomed.2016.09.004⟩. ⟨hal-01482955⟩

Simon Henrot, Jocelyn Chanussot, Christian Jutten. Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2016, 25 (7), pp.3219 - 3232. ⟨10.1109/TIP.2016.2562562⟩. ⟨hal-01346918⟩

Samareh Samadi, Hamid Soltanian-Zadeh, Christian Jutten. Integrated Analysis of EEG and fMRI Using Sparsity of Spatial Maps. Brain Topography: a Journal of Cerebral Function and Dynamics, Springer Verlag, 2016, 29 (5), pp.661-678. ⟨10.1007/s10548-016-0506-2⟩. ⟨hal-01361248⟩

Simon Henrot, Jocelyn Chanussot, Christian Jutten. Correction to “Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images” [Jul 16 3219-3232] . IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2016, 25 (9), pp.4443-4443. ⟨10.1109/TIP.2016.2586358⟩. ⟨hal-01442596⟩

Dana Lahat, Christian Jutten. Joint Independent Subspace Analysis Using Second-Order Statistics. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, 64 (18), pp.4891-4904. ⟨10.1109/TSP.2016.2526960⟩. ⟨hal-01132297v5⟩

Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Christian Jutten. Blind source separation and feature extraction in concurrent control charts pattern recognition: Novel analyses and a comparison of different methods. Computers & Industrial Engineering, Elsevier, 2016, Computers & Industrial Engineering, 92, pp.105-114. ⟨10.1016/j.cie.2015.12.017⟩. ⟨hal-01256737⟩

Lucas Drumetz, Miguel Angel Veganzones, Simon Henrot, Ronald Phlypo, Jocelyn Chanussot, et al.. Blind hyperspectral unmixing using an Extended Linear Mixing Model to address spectral variability. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2016, IEEE Transactions on Image Processing, 25 (8), pp.3890-3905. ⟨10.1109/TIP.2016.2579259⟩. ⟨hal-01336279⟩

Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, João Romano, Christian Jutten. A Sparsity-Based Method for Blind Compensation of a Memoryless Nonlinear Distortion: Application to Ion-Selective Electrodes. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2015, 15 (5), pp.2054-2061. ⟨10.1109/JSEN.2014.2371013⟩. ⟨hal-01164752⟩

Dana Lahat, Tülay Adalı, Christian Jutten. Multimodal Data Fusion: An Overview of Methods, Challenges and Prospects. Proceedings of the IEEE, Institute of Electrical and Electronics Engineers, 2015, Multimodal Data Fusion, 103 (9), pp.1449-1477. ⟨10.1109/JPROC.2015.2460697⟩. ⟨hal-01179853⟩

Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon. Blind source separation of underdetermined mixtures of event-related sources. Signal Processing, Elsevier, 2014, 101, pp.52-64. ⟨10.1016/j.sigpro.2014.01.031⟩. ⟨hal-00952039⟩

Leonardo Tomazeli Duarte, João Marcos Romano, Christian Jutten, Karin Chumbimuni-Torres, Lauro Kubota. Application of Blind Source Separation Methods to Ion-Selective Electrode Arrays in Flow-Injection Analysis. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2014, 14 (7), pp.2228-2229. ⟨10.1109/JSEN.2014.2318174⟩. ⟨hal-01009910⟩

Leonardo Tomazeli Duarte, Christian Jutten. Design of Smart Ion-Selective Electrode Arrays Based on Source Separation through Nonlinear Independent Component Analysis. Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, Institut Français du Pétrole, 2014, 69 (2), pp.293-306. ⟨10.2516/ogst/2013194⟩. ⟨hal-00962227v2⟩

Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Arash Amini, Christian Jutten. Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (4), pp.981-992. ⟨10.1109/TSP.2013.2295557⟩. ⟨hal-00960206⟩

Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten. Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (4), pp.883-891. ⟨10.1109/TSP.2013.2295062⟩. ⟨hal-00960222⟩

Leonardo Tomazeli Duarte, Saïd Moussaoui, Christian Jutten. Source Separation in Chemical Analysis : Recent Achievements and Perspectives. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2014, 31 (3), pp.135-146. ⟨10.1109/MSP.2013.2296099⟩. ⟨hal-00985017⟩

Jonas Chatel-Goldman, Marco Congedo, Christian Jutten, Jean-Luc Schwartz. Touch increases autonomic coupling between romantic partners. Frontiers in Behavioral Neuroscience, Frontiers, 2014, 8, pp.95. ⟨10.3389/fnbeh.2014.00095⟩. ⟨hal-01056115⟩

Wendyam Ouedraogo, Antoine Souloumiac, Mériem Jaidane, Christian Jutten. Non-Negative Blind Source Separation Algorithm Based on Minimum Aperture Simplicial Cone. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (2), pp.376-389. ⟨10.1109/TSP.2013.2287683⟩. ⟨hal-00960232⟩

Mohammad Niknazar, Bertrand Rivet, Christian Jutten. Fetal ECG extraction by extended state Kalman filtering Based on Single-Channel Recordings. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2013, 60 (5), pp.1345-1352. ⟨10.1109/TBME.2012.2234456⟩. ⟨hal-00831928⟩

Samareh Samadi, Ladan Amini, Delphine Cosandier-Rimélé, Hamid Soltanian-Zadeh, Christian Jutten. Reference-based source separation method for identification of brain regions involved in a reference state from intracerebral EEG. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2013, 60 (7), pp.1983-92. ⟨10.1109/TBME.2013.2247401⟩. ⟨inserm-00847619⟩

Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten. Classification of covariance matrices using a Riemannian-based kernel for BCI applications. Neurocomputing, Elsevier, 2013, 112, pp.172-178. ⟨10.1016/j.neucom.2012.12.039⟩. ⟨hal-00820475⟩

Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten, Romain Dambreville. Unsupervised methods for the classification of hyperspectral images with low spatial resolution. Pattern Recognition, Elsevier, 2013, 46 (6), pp.1556-1568. ⟨10.1016/j.patcog.2012.10.030⟩. ⟨hal-00798358⟩

Sylviane Gentil, Christian Jutten. Y a-t-il un robot pilote dans l’avion ?. Interstices, INRIA, 2013. ⟨hal-01350207⟩

Jonas Chatel-Goldman, Jean-Luc Schwartz, Christian Jutten, Marco Congedo. Non-local mind from the perspective of social cognition. Frontiers in Human Neuroscience, Frontiers, 2013, 7 (107), ⟨10.3389/fnhum.2013.00107⟩. ⟨hal-00830957⟩

Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten. Dictionary Learning for Sparse Decomposition: A Novel Approach. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2013, 20 (12), pp.1195-1198. ⟨10.1109/LSP.2013.2285218⟩. ⟨hal-00934308⟩

Sylviane Gentil, Christian Jutten. Y-a-t-il un robot pilote dans l'avion ?. DocSciences, Édition du CRDP de l'académie de Versailles, 2013, pp.3-10. ⟨hal-00839549⟩

Giorgio Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat, et al.. Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2012, 2012, pp.207. ⟨10.1186/1687-6180-2012-207⟩. ⟨hal-00786285⟩

Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten. Multiclass Brain-Computer Interface Classification by Riemannian Geometry. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2012, 59 (4), pp.920-928. ⟨10.1109/TBME.2011.2172210⟩. ⟨hal-00681328⟩

Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten. On the Achievability of Cramér-Rao Bound in Noisy Compressed Sensing. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2012, 60 (1), pp.518-526. ⟨10.1109/TSP.2011.2171953⟩. ⟨hal-00660898⟩

Leonardo Tomazeli Duarte, Ricardo Suyama, Bertrand Rivet, Romis Attux, Joâo M. T. Romano, et al.. Blind Compensation of Nonlinear Distortions : Application to Source Separation of Post-Nonlinear Mixtures. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2012, 60 (11), pp.5832-5844. ⟨10.1109/TSP.2012.2208953⟩. ⟨hal-00764832⟩

Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, et al.. A robust sensor-selection method for P300 brain-computer interfaces.. Journal of Neural Engineering, IOP Publishing, 2011, 8 (1), pp.016001. ⟨10.1088/1741-2560/8/1/016001⟩. ⟨hal-00584756⟩

Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Christian Jutten. Hyperspectral Image Classification With Independent Component Discriminant Analysis. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2011, 49 (12), pp.4865-4876. ⟨10.1109/TGRS.2011.2153861⟩. ⟨hal-00607195⟩

Ladan Amini, Christian Jutten, Sophie Achard, Olivier David, Hamid Soltanian-Zadeh, et al.. Directed differential connectivity graph of interictal epileptiform discharges. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2011, 58 (4), pp.884-93. ⟨10.1109/TBME.2010.2099227⟩. ⟨inserm-00613113⟩

Massoud Babaie-Zadeh, Christian Jutten, G. Hosein Mohimani. On the Error of Estimating the Sparsest Solution of Underdetermined Linear Systems. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2011, 57 (12), pp.7840-7855. ⟨10.1109/TIT.2011.2170129⟩. ⟨hal-00649183⟩

Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten. Linear-quadratic blind source separating structure for removing show-through in scanned documents. International Journal on Document Analysis and Recognition, Springer Verlag, 2011, 14 (4), pp.319-333. ⟨10.1007/s10032-010-0131-7⟩. ⟨hal-00643471⟩

Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten. Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2011, 5 (3), pp.521-533. ⟨10.1109/JSTSP.2010.2096798⟩. ⟨hal-00578890⟩

Christian Jutten. Prévision : une approche scientifique. Interstices, INRIA, 2011. ⟨hal-01350171⟩

Marco Congedo, Christian Jutten. Quand le cerveau parle aux machines. Interstices, INRIA, 2011. ⟨hal-01350265⟩

Leonardo Tomazeli Duarte, Bertrand Rivet, Christian Jutten. Blind Extraction of Smooth Signals Based on a Second-Order Frequency Identification Algorithm. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2010, 17 (1), pp.79-82. ⟨hal-00429901⟩

Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, et al.. Sélection de capteurs pour interface cerveau-ordinateur de type P300. Traitement du Signal, Lavoisier, 2010, 27 (6), pp.515-540. ⟨hal-00998901⟩

Cedric Gouy-Pailler, Marco Congedo, Clemens Brunner, Christian Jutten, Gert Pfurtscheller. Non-Stationary Brain Source Separation for Multi-Class Motor Imagery. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2010, 57 (2), pp.469-478. ⟨hal-00460494⟩

Leonardo Tomazeli Duarte, Christian Jutten, Saïd Moussaoui. Bayesian Source Separation of Linear and Linear-quadratic Mixtures Using Truncated Priors. Journal of Signal Processing Systems, Springer, 2010, 65 (3), pp.311-323. ⟨10.1007/s11265-010-0488-3⟩. ⟨hal-00484162⟩

Marco Congedo, Christian Jutten. Quand le cerveau parle aux machines. DocSciences, Édition du CRDP de l'académie de Versailles, 2010, pp.40-47. ⟨hal-00528577⟩

Massoud Babaie-Zadeh, Christian Jutten. On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2010, 58 (10), pp.5397-5400. ⟨10.1109/TSP.2010.2052357⟩. ⟨hal-00523533⟩

Leonardo Tomazeli Duarte, Christian Jutten, Pierre Temple-Boyer, Ahmed Benyahia, Jérôme Launay. A Dataset for the Design of Smart Ion-Selective Electrode Arrays for Quantitative Analysis. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2010, 10 (12), pp.1891-1892. ⟨10.1109/JSEN.2010.2050197⟩. ⟨hal-00526451⟩

Ladan Amini, Christian Jutten, Sophie Achard, Olivier David, Philippe Kahane, et al.. Comparison of five directed graph measures for identification of leading interictal epileptic regions. Physiological Measurement, IOP Publishing, 2010, 31 (11), pp.1529-46. ⟨10.1088/0967-3334/31/11/009⟩. ⟨inserm-00614037⟩

Reza Sameni, Christian Jutten, Mohammad Shamsollahi. A Deflation Procedure for Subspace Decomposition. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2010, 58 (4), pp.2363-2374. ⟨10.1109/TSP.2009.2037353⟩. ⟨hal-00466435⟩

David Sodoyer, Bertrand Rivet, Laurent Girin, Christophe Savariaux, Jean-Luc Schwartz, et al.. A study of lip movements during spontaneous dialog and its application to voice activity detection. Journal of the Acoustical Society of America, Acoustical Society of America, 2009, 125 (2), pp.1184-1196. ⟨10.1121/1.3050257⟩. ⟨hal-00941145⟩

Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, Olli Simula. Une methodologie pour la selection de variables pour la steganalyse. Traitement du Signal, Lavoisier, 2009, 26 (1), pp.13-30. ⟨hal-00437891⟩

Yoan Miche, Patrick Bas, Christian Jutten, Amaury Lendasse, Olli Simula. Reliable Steganalysis Using a Minimum Set of Samples and Features. EURASIP Journal on Information Security, Hindawi/SpringerOpen, 2009, 2009, pp.ID 901381. ⟨hal-00437868⟩

Yoan Miche, Patrick Bas, Christian Jutten, Amaury Lendasse, Olli Simula, et al.. OP-ELM: Optimally-Pruned Extreme Learning Machine. IEEE Transactions on Neural Networks, Institute of Electrical and Electronics Engineers, 2009, 21 (1), pp.158-162. ⟨hal-00541415⟩

Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten. An Iterative Bayesian Algorithm for Sparse Component Analysis in Presence of Noise. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2009, 57 (11), pp.4378-4390. ⟨10.1109/TSP.2009.2025154⟩. ⟨hal-00428706⟩

Leonardo Tomazeli Duarte, Christian Jutten, Saïd Moussaoui. A Bayesian Nonlinear Source Separation Method for Smart Ion-Selective Electrode Arrays. IEEE Sensors Journal, Institute of Electrical and Electronics Engineers, 2009, 9 (12), pp.1763-1771. ⟨10.1109/JSEN.2009.2030707⟩. ⟨hal-00429900⟩

G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten. A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed L-0 Norm. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2009, 57 (1), pp.289-301. ⟨10.1109/TSP.2008.2007606⟩. ⟨hal-00358113⟩

Thato Tsalaile, Reza Sameni, Saied Sanei, Christian Jutten, Jonathon Chambers. Sequential Blind Source Extraction For Quasi-Periodic Signals With Time-Varying Period. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2009, 56 (3), pp.646-655. ⟨10.1109/TBME.2008.2002141⟩. ⟨hal-00379068⟩

Sébastien Lagrange, Luc Jaulin, Vincent Vigneron, Christian Jutten. Nonlinear Blind Parameter Estimation. IEEE Transactions on Automatic Control, Institute of Electrical and Electronics Engineers, 2008, 53 (3), pp.834-838. ⟨hal-00202718v2⟩

Marco Congedo, Cedric Gouy-Pailler, Christian Jutten. On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics. Clinical Neurophysiology, Elsevier, 2008, 119 (12), pp.2677-2686. ⟨10.1016/j.clinph.2008.09.007⟩. ⟨hal-00343628⟩

Hadi Zayyani, Massoud Babaie-Zadeh, Farzan Haddadi, Christian Jutten. On the Cramér–Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2008, 15, pp.609-612. ⟨10.1109/LSP.2008.2003989⟩. ⟨hal-00327590⟩

Saïd Moussaoui, Hafrun Hauksdottir, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, et al.. On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation. Neurocomputing, Elsevier, 2008, 71 (10-12), pp.2194-2208. ⟨10.1016/j.neucom.2007.07.034⟩. ⟨hal-00272349⟩

Farid Movahedi Naini, G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten. Estimating the mixing matrix in Sparse Component Analysis (SCA) based on partial k-dimensional subspace clustering. Neurocomputing, Elsevier, 2008, 71 (10-12), pp.2330-2343. ⟨10.1016/j.neucom.2007.07.035⟩. ⟨hal-00272347⟩

Reza Sameni, Mohammad Shamsollahi, Christian Jutten. Model-based Bayesian filtering of cardiac contaminants from biomedical recordings. Physiological Measurement, IOP Publishing, 2008, 29 (5), pp.595-613. ⟨10.1088/0967-3334/29/5/006⟩. ⟨hal-00285710⟩

Reza Sameni, Christian Jutten, Mohammad Shamsollahi. Multichannel Electrocardiogram Decomposition Using Periodic Component Analysis. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2008, 55 (8), pp.1935-1940. ⟨hal-00306449⟩

Bertrand Rivet, Laurent Girin, Christian Jutten. Log-Rayleigh Distribution: A Simple and Efficient Statistical Representation of Log-Spectral Coefficients. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2007, 15 (3), pp.796-802. ⟨10.1109/TASL.2006.885922⟩. ⟨hal-00174096⟩

Bertrand Rivet, Laurent Girin, Christian Jutten. Visual voice activity detection as a help for speech source separation from convolutive mixtures. Speech Communication, Elsevier : North-Holland, 2007, 49 (7-8), pp.667-677. ⟨10.1016/j.specom.2007.04.008⟩. ⟨hal-00499184⟩

Bertrand Rivet, Laurent Girin, Christian Jutten. Mixing Audiovisual Speech Processing and Blind Source Separation for the Extraction of Speech Signals From Convolutive Mixtures. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2007, 15 (1), pp.96-108. ⟨10.1109/TASL.2006.872619⟩. ⟨hal-00174100⟩

Reza Sameni, Gari Clifford, Christian Jutten, Mohammad Shamsollahi. Multichannel ECG and Noise Modeling: Application to Maternal and Fetal ECG Signals. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2007, 2007, pp.ID 43407. ⟨10.1155/2007/43407⟩. ⟨hal-00174109⟩

Reza Sameni, Mohammad Shamsollahi, Christian Jutten, Gari Clifford. A Nonlinear Bayesian Filtering Framework for ECG Denoising. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2007, 54 (12), pp.2172-85. ⟨10.1109/TBME.2007.897817⟩. ⟨hal-00174330⟩

S. Samadi, Massoud Babaie-Zadeh, Christian Jutten. Quasi-optimal (EASI) algorithm based on the Score Function Difference (SFD). Neurocomputing, Elsevier, 2006, 69 (13-15), pp.1415-1424. ⟨hal-00097152⟩

Thierry Viéville, Christian Jutten. Sciences de l'information : là où le temps sous-tend tant et tant. Interstices, INRIA, 2006. ⟨inria-00096712⟩

S. Bermejo, Christian Jutten, J. Cabestany. {ISFET} source separation: foundations and techniques. Sensors and Actuators B: Chemical, Elsevier, 2006, B (113), pp.222-233. ⟨hal-00097102⟩

Zadeh Massouad Babaie, Christian Jutten, Ali Mansour. Sparse ICA via cluster-wise PCA. Neurocomputing, Elsevier, 2006, 69 (13-15), pp.1458-1466. ⟨hal-00802463⟩

Sébastien Lagrange, Luc Jaulin, Christian Jutten, Vincent Vigneron. Identification en aveugle des paramètres de systèmes non linéaires. Journal Européen des Systèmes Automatisés (JESA), Lavoisier, 2006, 40 (8), pp.847-865. ⟨10.3166/jesa.40.847-866⟩. ⟨hal-00202717⟩

Anthony Larue, Jerome Mars, Christian Jutten. Frequency-domain blind deconvolution based on mutual information rate. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2006, 54, pp.1771-1781. ⟨hal-00069625⟩

Massoud Babaie-Zadeh, Christian Jutten, Ali Mansour. Sparse (ICA) via cluster-wise (PCA). Neurocomputing, Elsevier, 2006, 69 (13-15), pp.1458-1466. ⟨hal-00097157⟩

Massoud Babaie-Zadeh, Christian Jutten. Mutual Information Minimization: Application to Blind Source Separation. Signal Processing, Elsevier, 2005, 85 (5), pp.975-995. ⟨10.1016/j.sigpro.2004.11.021⟩. ⟨hal-00379405⟩

Sophie Achard, Dinh-Tuan Pham, Christian Jutten. Criteria based on mutual information minimization for blind source separation in post nonlinear mixtures. Signal Processing, Elsevier, 2005, 85 (5), pp.965-974. ⟨10.1016/j.sigpro.2004.11.020⟩. ⟨hal-00379402⟩

Sophie Achard, Christian Jutten. Identifiability of post nonlinear mixtures. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2005, 12 (5), pp.423-426. ⟨10.1109/LSP.2005.845593⟩. ⟨hal-00379438⟩

Jordi Solé, Christian Jutten, Dinh-Tuan Pham. Fast Approximation of nonlinearities for improving inversion algorithms of PNL mixtures and Wiener systems. Signal Processing, Elsevier, 2005, 85 (9), pp.1780-1786. ⟨10.1016/j.sigpro.2004.11.030⟩. ⟨hal-00379453⟩

Vincent Vigneron, Ludovic Aubry, Christian Jutten. General conditions of stability in blind source separation models and score function selection. Neurocomputing, Elsevier, 2004, 62, pp.65-78. ⟨hal-00201586⟩

David Sodoyer, Laurent Girin, Christian Jutten, Jean-Luc Schwartz. Developing an audio-visual speech source separation algorithm. Speech Communication, Elsevier : North-Holland, 2004, 44, pp.113-125. ⟨hal-00186591⟩

C. Simon, Philippe Loubaton, Christian Jutten. Separation of a class of convolutive mixtures: a contrast function approach. Signal Processing, Elsevier, 2001, 81 (1), pp.883-887. ⟨hal-00621778⟩

Ali Mansour, Christian Jutten, Philippe Loubaton. An Adaptive Subspace Algorithm For Blind Separation Of Independent Sources In Convolutive Mixture. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2000, 48 (2), pp.583-586. ⟨hal-00802444⟩

Ali Mansour, Christian Jutten, Philippe Loubaton. Adaptive subspace algorithm for blind separation of independent sources in convolutive mixtures. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2000, 48 (2), pp.583-586. ⟨hal-00621742⟩

Ali Mansour, Christian Jutten. What should we say about the kurtosis ?. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 1999, 6 (12), pp.321-322. ⟨hal-00802440⟩

Ali Mansour, Christian Jutten. A direct solution for blind separation of sources. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 1996, 44 (3), pp.746-748. ⟨10.1109/78.489054⟩. ⟨hal-00802361⟩

Ali Mansour, Christian Jutten. Fourth order criteria for blind separation of sources. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 1995, 43 (8), pp.2022-2025. ⟨hal-00802356⟩

H. Nguyen Thi, J. Caelen, Christian Jutten. Réhaussement de la parole par la séparation de sources dans un mélange convolutif. Journal de Physique IV Proceedings, EDP Sciences, 1994, 04 (C5), pp.C5-541-C5-544. ⟨10.1051/jp4:19945116⟩. ⟨jpa-00252791⟩

Fateme Ghayem, Bertrand Rivet, Christian Jutten, Rodrigo Cabral Farias. Gradient-Based Algorithm with Spatial Regularization for Optimal Sensor Placement. 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⟩. ⟨hal-03078476⟩

Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten. Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation. 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⟩. ⟨hal-02560161⟩

Fateme Ghayem, Bertrand Rivet, Christian Jutten, Rodrigo Farias. Optimal sensor placement for signal extraction. ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨hal-03078439⟩

Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. A Data Imputation Method for Matrices in the Symmetric Positive Definite Manifold. GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. ⟨hal-02321587⟩

Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. "When does it work?": An exploratory analysis of transfer learning for BCI. BCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨hal-02321580⟩

Marco Congedo, Pedro Luiz Coelho Rodrigues, Christian Jutten. The Riemannian Minimum Distance to Means Field Classifier. BCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-02⟩. ⟨hal-02315131⟩

Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. Text mining with constrained tensor decomposition. LOD 2019 - 5th International Conference on Machine Learning, Optimization, and Data Science, Sep 2019, Certosa di Pontignano, Siena, Italy. ⟨hal-02084803⟩

Dana Lahat, Christian Jutten. Tensor and Coupled Decompositions in Block Terms: Uniqueness and Irreducibility. SPARS 2019 - Workshop on Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France. pp.0. ⟨hal-02397453⟩

Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. Multivariate Time-Series Analysis Via Manifold Learning. SSP 2018 - 2018 IEEE Workshop on Statistical Signal Processing, Jun 2018, Fribourg-en-Brisgau, Germany. ⟨10.1109/SSP.2018.8450771⟩. ⟨hal-01868167⟩

Dana Lahat, Christian Jutten. Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable Cases. ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.2186-2190, ⟨10.1109/ICASSP.2018.8461358⟩. ⟨hal-01884799⟩

Farnaz Sedighin, Massoud Zadeh, Bertrand Rivet, Christian Jutten. A New Algorithm for Multimodal Soft Coupling. 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⟩. ⟨hal-01479306⟩

Bahram Ehsandoust, Bertrand Rivet, Massoud Babaie-Zadeh, Christian Jutten. Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separation. 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⟩. ⟨hal-01552278⟩

Denis Fantinato, Leonardo Duarte, Bertrand Rivet, Bahram Ehsandoust, Romis Attux, et al.. Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures. 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⟩. ⟨hal-01480992⟩

Victor Maurandi, Bertrand Rivet, Ronald Phlypo, Anne Guérin-Dugué, Christian Jutten. Multimodal Approach to Remove Ocular Artifacts from EEG Signals Using Multiple Measurement Vectors. LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France. pp.563--573. ⟨hal-01658291⟩

Alexandre Aksenov, Pierre-Olivier Amblard, Olivier Michel, Christian Jutten. Optimal Measurement Times for Observing a Brownian Motion over a Finite Period Using a Kalman Filter. 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⟩. ⟨hal-01479301⟩

Saloua Chlaily, Pierre-Olivier Amblard, Olivier Michel, Christian Jutten. L'interaction entre deux modalités complémentaires. GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France. ⟨hal-01504522⟩

Marco Congedo, Pedro Luiz Coelho Rodrigues, Florent Bouchard, Alexandre Barachant, Christian Jutten. A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD Matrices. 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. ⟨hal-01563153⟩

Pedro Luiz Coelho Rodrigues, Florent Bouchard, Marco Congedo, Christian Jutten. Géométrie Riemannienne appliquée à la réduction de la dimension de signaux EEG pour les interfaces cerveau-machine. GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Cédric Richard; Marc Antonini, Sep 2017, Juan-Les-Pins, France. ⟨hal-01591252⟩

Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten. Accelerated Dictionary Learning for Sparse Signal Representation. 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⟩. ⟨hal-01479437⟩

Pedro Luiz Coelho Rodrigues, Florent Bouchard, Marco Congedo, Christian Jutten. Dimensionality Reduction for BCI classification using Riemannian geometry. BCI 2017 - 7th International Brain-Computer Interface Conference, Gernot R. Müller-Putz, Sep 2017, Graz, Austria. ⟨10.3217/978-3-85125-533-1-16⟩. ⟨hal-01591258⟩

Lucas Drumetz, Guillaume Tochon, Jocelyn Chanussot, Christian Jutten. Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity. 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⟩. ⟨hal-01479420⟩

Denis Fantinato, Leonardo Duarte, Paolo Zanini, Bertrand Rivet, Romis Attux, et al.. A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures. 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⟩. ⟨hal-01479431⟩

Paolo Zanini, Salem Said, Yannick Berthoumieu, Marco Congedo, Christian Jutten. Riemannian Online Algorithms for Estimating Mixture Model Parameters. Geometric Science of Information (GSI 2017), Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_78⟩. ⟨hal-01630177⟩

Lucas Drumetz, Guillaume Tochon, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten. Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression. 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⟩. ⟨hal-01581521⟩

Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten. Two Multimodal Approaches for Single Microphone Source Separation. EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.110-114. ⟨hal-01400542⟩

Bahram Ehsandoust, Bertrand Rivet, Christian Jutten, Massoud Babaie-Zadeh. Nonlinear Blind Source Separation for Sparse Sources. EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. ⟨hal-01400546⟩

Saloua Chlaily, Pierre-Olivier Amblard, Olivier Michel, Christian Jutten. Impact of Noise Correlation on Multimodality. EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. ⟨hal-01382832⟩

Anthony Bourrier, Pierre-Olivier Amblard, Olivier Michel, Christian Jutten. Multimodal Kalman Filtering. ICASSP 2016 - 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China. ⟨hal-01208195v2⟩

Fardin Afdideh, Ronald Phlypo, Christian Jutten. Recovery guarantees for mixed norm l-(p1, p2) block sparse representations. EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. ⟨10.1109/EUSIPCO.2016.7760274⟩. ⟨hal-01658328⟩

Samaneh Nasiri Ghosheh Bolagh, Mohammad Bagher Shamsollahi, Christian Jutten, Marco Congedo. Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry. ESANN 2016 - 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, European Neural Network Society, Apr 2016, Bruges, Belgium. ⟨hal-01368298⟩

Dana Lahat, Christian Jutten. An Alternative Proof for the Identifiability of Independent Vector Analysis Using Second Order Statistics. ICASSP 2016 - 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China. ⟨hal-01212027v2⟩

Rafael Assato Ando, Christian Jutten, Bertrand Rivet, Romis Attux, Leonardo Duarte. Nonlinear Blind Source Separation for Chemical Sensor Arrays Based on a Polynomial Representation. EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. ⟨hal-01400550⟩

Lucas Drumetz, Jocelyn Chanussot, Christian Jutten. Variability of the endmembers in spectral unmixing: recent advances. WHISPERS 2016 - 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, United States. ⟨hal-01358368⟩

Travis Meyer, Lucas Drumetz, Jocelyn Chanussot, Andrea Bertozzi, Christian Jutten. Hyperspectral unmixing with material variability using social sparsity. ICIP 2016 - 23rd IEEE International Conference on Image Processing, IEEE, Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532746⟩. ⟨hal-01364247⟩

Dana Lahat, Christian Jutten. Joint Analysis of Multiple Datasets by Cross-Cumulant Tensor (Block) Diagonalization. SAM 2016 - 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil. ⟨hal-01351209⟩

Louis Korczowski, Florent Bouchard, Christian Jutten, Marco Congedo. Mining the Bilinear Structure of Data with Approximate Joint Diagonalization. EUSIPCO 2016 - 24th European Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary. pp.667-671. ⟨hal-01357245⟩

Louis Korczowski, Alexandre Barachant, Anton Andreev, Christian Jutten, Marco Congedo. "Brain Invaders 2" : an open source Plug & Play multi-user BCI videogame. 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⟩. ⟨hal-01318726⟩

Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu. Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices. SAM 2016 - 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil. ⟨hal-01325055⟩

Wendyam Serge Boris Ouedraogo, Bertrand Rivet, Christian Jutten. On the Suppression of Noise from a Fast Moving Acoustic Source using Multimodality. LVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Aug 2015, Liberec, Czech Republic. ⟨hal-01208426⟩

Jack Harris, Bertrand Rivet, Syed Mohsen, Jonathon Chambers, Christian Jutten. Real-time independent vector analysis with Student's t source prior for convolutive speech mixtures. ICASSP 2015 - 40th IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia. ⟨hal-01208412⟩

Bertrand Rivet, Marc Duda, Anne Guérin-Dugué, Christian Jutten, Pierre Comon. Multimodal approach to estimate the ocular movements during EEG recordings: a coupled tensor factorization method. EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨hal-01195942⟩

David Felice, Rafael Assato Ando, Leonardo Tomazeli Duarte, Christian Jutten, R Attux. Theoretical Studies and Algorithms Regarding the Solution of Non-invertible Nonlinear Source Separation. 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⟩. ⟨hal-01216141⟩

Rodrigo Cabral Farias, Jérémy Cohen, Christian Jutten, Pierre Comon. Joint decompositions with flexible couplings. 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⟩. ⟨hal-01135920v2⟩

Louis Korczowski, Marco Congedo, Christian Jutten. Single-Trial Classification of Multi-User P300-Based Brain-Computer Interface Using Riemannian Geometry. EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7318721⟩. ⟨hal-01191913⟩

Bahram Ehsandoust, Masoud Babaie-Zadeh, Christian Jutten. Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal Derivatives. 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⟩. ⟨hal-01226466⟩

Rafael Assato Ando, Leonardo Tomazeli Duarte, Christian Jutten, Romis Attux. A Blind Source Separation Method for Chemical Sensor Arrays based on a Second-order mixing model. EUSIPCO 2015 - 23th European Signal Processing Conference, Aug 2015, Nice, France. ⟨hal-01216127⟩

Dana Lahat, Christian Jutten. Joint Independent Subspace Analysis: A Quasi-Newton Algorithm. 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⟩. ⟨hal-01164651⟩

Lucas Drumetz, Simon Henrot, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten. Démélange aveugle d'images hyperspectrales à l'aide d'un modèle linéaire étendu tenant compte de la variabilité spectrale. GRETSI 2015 - XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France. ⟨hal-01236637⟩

Lucas Drumetz, Simon Henrot, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten. Blind hyperspectral unmixing using an Extended Linear Mixing Model to address spectral variability. WHISPERS 2015 - 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2015, Tokyo, Japan. ⟨hal-01165114⟩

Saman Noorzadeh, Bertrand Rivet, Christian Jutten. Beyond 2D for brain-computer interfaces: two 3D extensions of the the P300-speller. ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.5940-5944. ⟨hal-00997853⟩

Saman Noorzadeh, Mohammad Niknazar, Bertrand Rivet, Julie Fontecave-Jallon, Pierre-Yves Guméry, et al.. Modeling Quasi-Periodic Signals by a Non-Parametric Model: Application on Fetal ECG Extraction. EMBC 2014 - 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2014, Chicago, United States. ⟨hal-01080120⟩

Jack Harris, Bertrand Rivet, Mohsen Syed, Christian Jutten, Jonathon Chambers. Principal angles approach to time-domain filter design for target cancelation. DSP 2014 - 19th IEEE International Conference on Digital Signal Processing, Aug 2014, Hong Kong, China. pp.184 - 189, ⟨10.1109/ICDSP.2014.6900825⟩. ⟨hal-01096196⟩

Georges Acharian, Nathalie Guyader, Jean-Michel Vignolle, Christian Jutten. A model observer based on human perception to quantify the detectability. SPIE Medical Imaging 2014, Feb 2014, San Diego, Californie, United States. ⟨hal-00992757⟩

Wendyam Ouedraogo, Barbara Nicolas, Benoit Oudompheng, Jerome Mars, Christian Jutten. A frequency method for blind separation of an anechoic mixture. EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.n/c. ⟨hal-01060142⟩

Dana Lahat, Christian Jutten. Joint Blind Source Separation of Multidimensional Components: Model and Algorithm. EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.1417-1421. ⟨hal-01062354⟩

Mahsa Akhbari, Mohammad Bagher Shamsollahi, Christian Jutten. T wave alternans detection in ECG using extended kalman filter and dualrate EKF. EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. ⟨hal-01094984⟩

Dana Lahat, Tülay Adali, Christian Jutten. Challenges in Multimodal Data Fusion. EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.101-105. ⟨hal-01062366⟩

Ladan Amini, Christian Jutten, Benoit Pouyatos, Antoine Depaulis, Corinne Roucard. Dynamical Analysis of Brain Seizure Activity from EEG Signals. EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.1-5. ⟨hal-01009789⟩

Jack Harris, Bertrand Rivet, Naqvi Syed Mohsen, Jonathon Chambers, Christian Jutten. Video-informed acoustic transfer function estimation for enhancing audio source separation through noise source suppression. 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⟩. ⟨hal-00931102⟩

Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon. Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG. EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. ⟨hal-00866674⟩

Mahsa Akhbari, Mohammad Shamsollahi, Christian Jutten. Fiducial points extraction and charactericwaves detection in ECG signal using a model-based bayesian framework. ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.1257-1261. ⟨hal-00839419⟩

Mahsa Akhbari, Mohammad Niknazar, Christian Jutten, Mohammad Bagher Shamsollahi, Bertrand Rivet. Fetal Electrocardiogram R-peak Detection using Robust Tensor Decomposition and Extended Kalman Filtering. Computing in Cardiology Conference (Cinc 2013), Sep 2013, Zaragoza, Spain. ⟨hal-01094992⟩

Mahsa Akhbari, Mohammad Shamsollahi, Christian Jutten. ECG Fiducial Points Extraction by Extended Kalman Filtering. TSP 2013 - 36th International Conference on Telecommunications and Signal Processing, Jul 2013, Rome, Italy. pp.628-632. ⟨hal-00853768⟩

Alexandre Barachant, Marco Congedo, Gijs van Veen, Christian Jutten. Classification de potentiels évoqués P300 par géométrie riemannienne pour les interfaces cerveau-machine EEG. GRETSI 2013 - XXIVème Colloque francophone de traitement du signal et des images, Sep 2013, Brest, France. pp.id394. ⟨hal-00877447⟩

Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten. Sequential subspace finding: a new algorithm for learning low-dimensional linear subspaces. EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. pp.EUSIPCO 2013 1569746207. ⟨hal-00867075⟩

Laurent Duval, Leonardo Tomazeli Duarte, Christian Jutten. An overview of signal processing issues in chemical sensing. ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.8742-9746. ⟨hal-00839421⟩

Yanfeng Liang, Jack Harris, Gaojie Chen, Syed Mohsen Naqvi, Christian Jutten, et al.. Auxiliary function based IVA using a source prior exploiting fourth order relationships. EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. pp.EUSIPCO 2013 1569746061. ⟨hal-00867131⟩

Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten. A new algorithm for learning overcomplete dictionaries. EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. pp.EUSIPCO 2013 1569746047. ⟨hal-00867093⟩

Christian Jutten. Challenges in Source Separation. MLSP 2013 - IEEE 23rd International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom. ⟨hal-00866667⟩

Zahra Sadeghipour, Massoud Babaie-Zadeh, Christian Jutten. Dictionary learning for sparse decomposition: a new criterion and algorithm. ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.5855-5859. ⟨hal-00839418⟩

Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten. Learning overcomplete dictionaries based on parallel atom-updating. MLSP 2013 - IEEE 23rd International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom. 5 p. ⟨hal-00867170⟩

Christian Jutten. Source Separation for Chemical Sensing. EUSIPCO 2013 - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. ⟨hal-00866666⟩

Wendyam Serge Boris Ouedraogo, A. Souloumiac, M. Jaidane, Christian Jutten. A robust geometrical method for blind separation of noisy mixtures of non-negatives sources. WoSSPA 2013 - 8th International Workshop on Systems, Signal Processing and their Applications, May 2013, Algiers, Algeria. pp.6602333, ⟨10.1109/WoSSPA.2013.6602333⟩. ⟨cea-01886280⟩

Bertrand Rivet, Mohammad Niknazar, Christian Jutten. Non parametric modelling of ECG: Applications to denoising and single sensor fetal ECG extraction. LVA/ICA 2012 - 10th International Conference on Latent Variable Analysis and Signal Separation, Mar 2012, Tel-Aviv, Israel. pp.470-477. ⟨hal-00681534⟩

Mohammad Niknazar, Bertrand Rivet, Christian Jutten. Fetal ECG extraction from a single sensor by a non-parametric modeling. EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.949-953. ⟨hal-00734073⟩

Mohammad Niknazar, Bertrand Rivet, Christian Jutten. Application of Dynamic Time Warping on Kalman Filtering Framework for Abnormal ECG Filtering. ESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.139. ⟨hal-00701592⟩

Mahsa Akhbari, Mohammad Shamsollahi, Christian Jutten, Bertrand Coppa. ECG Denoising using Angular Velocity as a State and an Observation in an Extended Kalman Filter Framework. 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. ⟨hal-00853756⟩

Leonardo Tomazeli Duarte, Rafael Assato Ando, Romis Attux, Yannick Deville, Christian Jutten. Separation of Sparse Signals in Overdetermined Linear-Quadratic Mixtures. LVA/ICA 2012 - 10th International Conference on Latent Variable Analysis and Signal Separation, Mar 2012, Tel-Aviv, Israel. pp.239-246. ⟨hal-00687408⟩

Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten. BCI Signal Classification using a Riemannian-based kernel. ESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.97-102. ⟨hal-00693321⟩

Azar Zandifar, Massoud Babaie-Zadeh, Christian Jutten. A projected gradient-based algorithm to unmixing hyperspectral data. EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.2482-2486. ⟨hal-00733985⟩

Christian Jutten. Source Separation in Nonlinear Mixtures: How and Why?. EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. ⟨hal-00734751⟩

Leonardo Tomazeli Duarte, Romis Attux, Ricardo Suyama, João Marcos Romano, Christian Jutten. Blind compensation of nonlinear distortions via sparsity recovery. EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.2362-2366. ⟨hal-00734080⟩

Arsalan Sharif-Nassab, Milad Kharrat-Zadeh, Massoud Babaie-Zadeh, Christian Jutten. How to use real-valued sparse recovery algorithms for complex-valued sparse recovery?. EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.849-853. ⟨hal-00733982⟩

Sandra Rousseau, Christian Jutten, Marco Congedo. Time window selection for improving error-related potential detection. 5th International Conference on Neural Computation Theory and Applications (NCTA 2012), Oct 2012, Barcelone, Spain. pp.1. ⟨hal-00741234⟩

Sandra Rousseau, Christian Jutten, Marco Congedo. The error-related potential and BCIs. ESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. ⟨hal-00700493⟩

Sandra Rousseau, Christian Jutten, Marco Congedo. Designing spatial filters based on neuroscience theories to improve error-related potential classification. MLSP 2012 - IEEE 22nd International Workshop on Machine Learning for Signal Processing, Sep 2012, Santander, Spain. pp.1. ⟨hal-00741221⟩

Sandra Rousseau, Christian Jutten, Marco Congedo. Closed-looping a P300 BCI using the ErrP. 5th International Conference on Neural Computation Theory and Applications (NCTA 2012), Oct 2012, Barcelone, Spain. pp.1. ⟨hal-00741236⟩

Jack Harris, Naqvi Syed Mohsen, Bertrand Rivet, Jonathon Chambers, Christian Jutten. Visual Based Reference for Enhanced Audio-Video Source Extraction. IMA - 9th IMA International Conference on Mathematics in Signal Processing, Jan 2012, Birmingham, United Kingdom. pp.n/c. ⟨hal-00781793⟩

Wendyam Ouedraogo, Antoine Souloumiac, Mériem Jaidane, Christian Jutten. Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images. LVA/ICA 2012 - 10th International Conference on Latent Variable Analysis and Signal Separation, Mar 2012, Tel-Aviv, Israel. pp.494-501. ⟨hal-00687436⟩

Bertrand Rivet, Christian Jutten. When silence is gold. EUSIPCO 2011 - 19th European Signal Processing Conference, Aug 2011, Barcelone, Spain. ⟨hal-00619984⟩

Giorgio Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat, et al.. Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction. IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.1783-1786, ⟨10.1109/IGARSS.2011.6049466⟩. ⟨hal-00696054⟩

Samareh Samadi, Ladan Amini, Hamid Soltanian-Zadeh, Christian Jutten. Identification of brain regions involved in epilepsy using common spatial pattern. SSP 2011 - 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.829-832. ⟨hal-00605699⟩

Alexandre Barachant, Stephane Bonnet, Marco Congedo, Christian Jutten. Réalisation d'un Brain-Switch EEG par Géométrie Riemannienne. GRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. pp.n/c. ⟨hal-00602720⟩

Alexandre Barachant, Stephane Bonnet, Marco Congedo, Christian Jutten. A Brain-Switch using Riemannian Geometry. BCI 2011 - 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.64-67. ⟨hal-00629110⟩

Mohammad Rostami, Massoud Babaie-Zadeh, Samareh Samadi, Christian Jutten. Blind source separation of discrete finite alphabet sources using a single mixture. SSP 2011 - 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.713-716. ⟨hal-00605698⟩

Saman Ashkiani, Massoud Babaie-Zadeh, Christian Jutten. Error correction via smoothed L0-norm recovery. SSP 2011 - 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.289-292. ⟨hal-00605696⟩

Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, Joao Romano, Christian Jutten. Blind extraction of sparse components based on L0-norm minimization. SSP 2011 - 2011 IEEE Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.617-621. ⟨hal-00605697⟩

Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten. Unsupervised classification and spectral unmixing for sub-pixel labelling. IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.n/a. ⟨hal-00696045⟩

Hooshang Ghasemi, Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Christian Jutten. SRF: Matrix Completion Based on Smoothed Rank Function. ICASSP 2011 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3672-3675. ⟨hal-00596777⟩

Wendyam Ouedraogo, Mériem Jaidane, Antoine Souloumiac, Christian Jutten. Regularized Gradient Algorithm for Non-Negative Independent Component Analysis. ICASSP 2011 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.2524-2527. ⟨hal-00596772⟩

Marco Congedo, Matthieu Goyat, Nicolas Tarrin, Gelu Ionescu, Léo Varnet, et al.. "Brain Invaders": a prototype of an open-source P300- based video game working with the OpenViBE platform. BCI 2011 - 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.280-283. ⟨hal-00641412⟩

Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, et al.. Suboptimal sensor subset evaluation in a P300 Brain-Computer Interface. EUSIPCO 2010 - 18th European Signal Processing Conference, Aug 2010, Aalborg, Denmark. 5 p. ⟨hal-00514406⟩

Bertrand Rivet, Leonardo Tomazeli Duarte, Christian Jutten. Blind extraction of intermittent sources. LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint-Malo, France. pp.402-409. ⟨hal-00522845⟩

Mahsa Akhbari, Massoud Babaie-Zadeh, Emad Fatemizadeh, Christian Jutten. An Entropy Based Method for Activation Detection of functional MRI Data Using Independent Component Analysis. ICASSP 2010 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, United States. pp.2014-2017. ⟨hal-00466285⟩

Alexandre Barachant, Stephane Bonnet, Marco Congedo, Christian Jutten. Common Spatial Pattern revisited by Riemannian Geometry. MMSP 2010 - IEEE International Workshop on Multimedia Signal Processing, Oct 2010, Saint-Malo, France. pp.472, ⟨10.1109/MMSP.2010.5662067⟩. ⟨hal-00602686⟩

Alexandre Barachant, Stephane Bonnet, Marco Congedo, Christian Jutten. Riemannian geometry applied to BCI classification. 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⟩. ⟨hal-00602700⟩

Mahdi Ataee, Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten. Parametric Dictionary Learning Using Steepest Descent. ICASSP 2010 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, United States. pp.1978-1981. ⟨hal-00466282⟩

Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, Christian Jutten. Fast Block-Sparse Decomposition Based on SL0. LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.426-433. ⟨hal-00525952⟩

Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten. Supervised super resolution to improve the resolution of hyperspectral images classification maps. SPIE Remote Sensing Europe, 2010, -, France. conference proceedings. ⟨hal-00578962⟩

Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten. Using Non-Negative Matrix Factorization for Removing Show-Through. LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.482-489. ⟨hal-00526043⟩

Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten. An Alternating Minimization Method for Sparse Channel Estimation. LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.319-327. ⟨hal-00525949⟩

Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, M. Ulfarsson, Christian Jutten. Super-resolution: an efficient method to improve spatial resolution of hyperspectral images. IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. conference proceedings. ⟨hal-00578956⟩

Rad Niazadeh, Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, Christian Jutten. Adaptive and Non-adaptive ISI Sparse Channel Estimation Based on SL0 and Its Application in ML Sequence-by-Sequence Equalization. LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.579-587. ⟨hal-00526065⟩

Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, Yannick Deville, Joao Romano, et al.. Blind Source Separation of Overdetermined Linear-Quadratic Mixtures. LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.263-270. ⟨hal-00525945⟩

Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Christian Jutten. Independent component discriminant analysis for hyperspectral image classification. WHISPERS 2010 - 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2010, Reykjavik, Iceland. conference proceedings. ⟨hal-00578911⟩

Wendyam Ouedraogo, Antoine Souloumiac, Christian Jutten. Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization. LVA/ICA 2010 - 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.522-529. ⟨hal-00526058⟩

Leonardo Tomazeli Duarte, Christian Jutten, Bertrand Rivet, Ricardo Suyama, Romis Attux, et al.. Source Separation of Baseband Signals in Post-Nonlinear Mixtures. MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. pp.in CD. ⟨hal-00416161⟩

S. Valiollahzadeh, H. Firouzi, Massoud Babaie-Zadeh, Christian Jutten. Image Denoising Using Sparse Representations. ICA 2009 - 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.557-564. ⟨hal-00370672⟩

H. Palangi, A. Ghafari, Massoud Babaie-Zadeh, Christian Jutten. Image Coding and Compression with Sparse 3D Discrete Cosine Transform. ICA 2009 - 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.532-539. ⟨hal-00370733⟩

Leonardo Tomazeli Duarte, Christian Jutten, Saïd Moussaoui. Ion-Selective Electrode Array Based on a Bayesian Nonlinear Source Separation Method. ICA 2009 - 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.662--669. ⟨hal-00370052⟩

Ladan Amini, Christian Jutten, Sophie Achard, Olivier David, Hamid Soltanian-Zadeh, et al.. Directed epileptic network from scalp and intracranial EEG of epileptic patients. MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p. ⟨hal-00424212⟩

Cedric Gouy-Pailler, Reza Sameni, Marco Congedo, Christian Jutten. Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings. 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⟩. ⟨hal-00369922⟩

Cedric Gouy-Pailler, Jérémie Mattout, Marco Congedo, Christian Jutten. Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics. ESANN 2009 - 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. pp.77. ⟨hal-00384879⟩

Ladan Amini, Sophie Achard, Christian Jutten, Hamid Soltanian-Zadeh, Gholam Ali Hossein-Zadeh, et al.. Sparse Differential Connectivity Graph of Scalp EEG for Epileptic Patients. ESANN 2009 - 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. ⟨hal-00448557⟩

Armin Eftekhari, Massoud Babaie-Zadeh, Christian Jutten, Hamid Abrishami Moghaddam. Robust-SL0 For Stable Sparse Representation in Noisy Settings. ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.3433-3436. ⟨hal-00400700⟩

A. Hesam Mohseni, Massoud Babaie-Zadeh, Christian Jutten. Inflating Compressed Samaples: A Joint Source-Channel Coding Approach for noise-Resistant Compressed Sensing. ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2957-2960. ⟨hal-00400693⟩

S. Valiollahzadeh, Mohammad Nazari, Massoud Babaie-Zadeh, Christian Jutten. A new approach in decompisition over multiple-overcomplete dictionaries with application to image inpainting. MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p. ⟨hal-00424195⟩

Zahra Sadeghipour, Massoud Babaie-Zadeh, Christian Jutten. An adaptive thresholding approach for image denoising using redundant representations. MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p. ⟨hal-00424191⟩

A. Ghafari, H. Palangi, Massoud Babaie-Zadeh, Christian Jutten. ECG denoising and compression by sparse 2D separable transform with overcomplete mixed dictionaries. MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p. ⟨hal-00424178⟩

Fatemeh Mokhtari, Massoud Babaie-Zadeh, Christian Jutten. Blind separation of bilinear mixtures using mutual information minimization. MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p. ⟨hal-00424182⟩

Massoud Babaie-Zadeh, G. Hosein Mohimani, Christian Jutten. An upper bound on the estimation error of the sparsest solution of underdetermined linear systems. SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France. ⟨inria-00369545⟩

Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jon Atli Benediktsson, Saïd Moussaoui. On the use of ICA for hyperspectral image analysis. IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. CD rom proceedings. ⟨hal-00449457⟩

Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten. Compressed sensing block MAP-LMS adaptive filter for sparse channel estimation and a bayesian Cramer-Rao bound. MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p. ⟨hal-00424165⟩

Leonardo Tomazeli Duarte, Christian Jutten, Saïd Moussaoui. Séparation de sources dans le cas de mélanges linéaires-quadratiques et linéaires par une approche bayésienne. GRETSI 2009 - XXIIème Colloque francophone de traitement du signal et des images, Sep 2009, Dijon, France. pp.in CD. ⟨hal-00416162⟩

A. Ghafari, Massoud Babaie-Zadeh, Christian Jutten. Sparse Decomposition of Two Dimensional Signals. ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.3157-3160. ⟨hal-00400464⟩

Leonardo Tomazeli Duarte, Christian Jutten, Saïd Moussaoui. Bayesian source separation of linear-quadratic and linear mixtures through a MCMC method. MLSP 2009 - IEEE 19th International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. 6 p. ⟨hal-00424171⟩

Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten. Bayesian Pursuit Algorithm for Sparse Representation. ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.1549-1552. ⟨hal-00400478⟩

Massoud Babaie-Zadeh, Vincent Vigneron, Christian Jutten. Sparse Decomposition Over Non-Full-Rank Dictionaries. ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.2953-2956. ⟨hal-00400474⟩

Ladan Amini, Sophie Achard, Christian Jutten, Gholam Ali Hossein-Zadeh, Hamid Soltanian-Zadeh. Connectivity analysis of EEG recordings for Epileptic patients. ICON 2008, Sep 2008, Bodrum, Turkey. ⟨hal-00323487⟩

Marco Congedo, Christian Jutten, Reza Sameni, Cedric Gouy-Pailler. A new General Weighted Least-Squares Algorithm for Approximate Joint Diagonalization. BCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.98-103. ⟨hal-00324215⟩

Cedric Gouy-Pailler, Marco Congedo, Christian Jutten, Clemens Brunner, Gert Pfurtscheller. Model-Based Source Separation for Multi-Class Motor Imagery. EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1569101877. ⟨hal-00290117⟩

Cedric Gouy-Pailler, Marco Congedo, Clemens Brunner, Christian Jutten, Gert Pfurtscheller. Multi-Class Independent Common Spatial Patterns: Exploiting Energy Variations of Brain Sources. BCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.20--25. ⟨hal-00323579⟩

G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten. Complex-Valued Sparse Representation based on smoothed l0 norm. ICASSP 2008 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, Nevada, United States. pp.3881-3884. ⟨hal-00271364⟩

Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten. Estimating the mixing matrix in Sparse Component Analysis (SCA) using EM algorithm and Iteratice bayesian clustering. EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. 5 p. ⟨hal-00315889⟩

Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten. A nonlinear blind source separation solution for removing the show-through effect in the scanned documents. EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. 5 p. ⟨hal-00315887⟩

H. Firouzi, Massoud Babaie-Zadeh, A. Ghasemian Sahebi, Christian Jutten. A first step to convolutive sparse representation. ICASSP 2008 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, Nevada, United States. pp.1921-1924. ⟨hal-00271358⟩

Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten. Decoding Real-Field Codes by an Iterative Expectation-Maximization (EM) Algorithm. ICASSP 2008 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States. pp.3169-3172. ⟨hal-00271360⟩

Leonardo Tomazeli Duarte, Christian Jutten. A nonlinear source separation approach for the Nicolsky-Eisenman model. EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-00315868⟩

Adel Javanmard, Pedram Pad, Massoud Babaie-Zadeh, Christian Jutten. Estimating the mixing matrix in underdetermined Spare Component Analysis (SCA) using consecutive Independent Component Analysis (ICA). EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. 5 p. ⟨hal-00315900⟩

Viet-Anh Tran, Gérard Bailly, Hélène Loevenbruck, Christian Jutten. Amélioration de la conversion de voix chuchotée enregistrée par capteur NAM vers la voix audible. JEP 2008 - 27e Journées d'Etudes sur la Parole, Jun 2008, Avignon, France. pp.110-113. ⟨hal-00339058⟩

Viet-Anh Tran, Gérard Bailly, Hélène Loevenbruck, Christian Jutten. Improvement to a NAM captured whisper-to-speech system. Interspeech 2008 - 9th Annual Conference of the International Speech Communication Association, Sep 2008, Brisbane, Australia. pp.1465-1468. ⟨hal-00333288⟩

Ladan Amini, Reza Sameni, Christian Jutten, Hamid Soltanian-Zadeh, Gholam Ali Hossein-Zadeh. MR Artifact Reduction in the Simultaneous Acquisition of EEG and fMRI of Epileptic Patients. EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-00323479⟩

Andrew Aubrey, Bertrand Rivet, Yulia Hicks, Laurent Girin, Jonathon Chambers, et al.. Two novel visual voice activity detectors based on appearance models and retinal filltering. EUSIPCO 2007 - 15th European Signal Processing Conference, Sep 2007, Poznan, Poland. ⟨hal-00188132⟩

Bertrand Rivet, Laurent Girin, Christine Serviere, Dinh-Tuan Pham, Christian Jutten. Using a Visual Voice Activity Detector to Regularize the Permutations in Blind Separation of Convolutive Speech Mixtures. DSP 2007 - 15th IEEE International Conference on Digital Signal Processing, Jul 2007, Cardiff, United Kingdom. pp.223-226, ⟨10.1109/ICDSP.2007.4288559⟩. ⟨hal-00173341⟩

Bertrand Rivet, Andrew Aubrey, Laurent Girin, Yulia Hicks, Christian Jutten, et al.. Development and comparison of two approaches for visual speech analysis with application to voice activity detection. AVSP 2007 - 6th International Conference on Auditory-Visual Speech Processing, Aug 2007, Hilvarenbeek, Netherlands. p. 228-232. ⟨hal-00195015⟩

Bertrand Rivet, Laurent Girin, Christine Serviere, Dinh-Tuan Pham, Christian Jutten. Audiovisual speech source separation: a regularization method based on visual voice activity detection. AVSP 2007 - 6th International Conference on Auditory-Visual Speech Processing, Aug 2007, Hilvarenbeek, Netherlands. pp.223-227. ⟨hal-00195014⟩

G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten. Fast Sparse Representation Based on Smoothed L0 Norm. ICA 2007 - 7th International Conference on Independent Component Analysis and Signal Separation, Sep 2007, London, United Kingdom. pp.389-396. ⟨hal-00173357⟩

Leonardo Tomazeli Duarte, Christian Jutten. Blind Source Separation of a Class of Nonlinear Mixtures. ICA 2007 - 7th International Conference on Independent Component Analysis and Signal Separation, Sep 2007, Londres, United Kingdom. pp.41-48. ⟨hal-00173300⟩

Nima Noorshams, Massoud Babaie-Zadeh, Christian Jutten. Estimating the Mixing Matrix in Sparse Component Analysis Based on Converting a Multiple Dominant to a Single Dominant Problem. ICA 2007 - 7th International Conference on Independent Component Analysis and Signal Separation, Jul 2007, London, United Kingdom. pp.397-405. ⟨hal-00173370⟩

Hadi Zayyani, Massoud Babaie-Zadeh, G. Hosein Mohimani, Christian Jutten. Sparse Component Analysis in Presence of Noise Using an Iterative EM-MAP Algorithm. ICA 2007 - 7th International Conference on Independent Component Analysis and Signal Separation, Sep 2007, London, United Kingdom. pp.438-445. ⟨hal-00173379⟩

Yoan Miche, Patrick Bas, Christian Jutten, Amaury Lendasse, Olli Simula. Advantages of Using Feature Selection Techniques on Steganalysis Schemes. IWANN 2007 - 9th International Work-Conference on Artificial Neural Networks, Jun 2007, San Sebastian, Spain. pp.electronic version. ⟨hal-00166695⟩

Cedric Gouy-Pailler, Bertrand Rivet, Sophie Achard, Antoine Souloumiac, Christian Jutten, et al.. Théorie des graphes et dynamique des connexions cérébrales pour la conception d'interfaces cerveau-machines asynchrones. GRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. pp.676-676. ⟨hal-00174745⟩

Cedric Gouy-Pailler, Sophie Achard, Bertrand Rivet, Christian Jutten, Emmanuel Maby, et al.. Topographical Dynamics of Brain Connections for the Design of Asynchronous Brain-Computer Interfaces. EMBC 2007 - 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.2520-2523. ⟨hal-00174738⟩

Christian Jutten, Saïd Moussaoui, Frédéric Schmidt. How to Apply ICA on Actual Data? Example of Mars Hyperspectral Image Analysis. DSP 2007 - 15th IEEE International Conference on Digital Signal Processing, Jul 2007, Cardiff, United Kingdom. pp.1-12. ⟨hal-00173328⟩

Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten. Source Estimation in Noisy Sparse Component Analysis. DSP 2007 - 15th IEEE International Conference on Digital Signal Processing, Jul 2007, Cardiff, United Kingdom. pp.219-222. ⟨hal-00173337⟩

Yoan Miche, Patrick Bas, Amaury Lendasse, Olli Simula, Christian Jutten. Avantages de la Sélection de Caractéristiques pour la Stéganalyse. GRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. pp.electronic version. ⟨hal-00166692⟩

Yoan Miche, Patrick Bas, Christian Jutten, Amaury Lendasse, Olli Simula. Extracting relevant features of steganographic schemes by feature selection techniques. WaCHa 2007 - Third Wavila Challenge, Jun 2007, Saint-Malo, France. pp.electronic version. ⟨hal-00166700⟩

Leonardo Tomazeli Duarte, Christian Jutten. A mutual information minimization approach for a class of nonlinear recurrent separating systems. MLSP 2007 - IEEE 17th International Workshop on Machine Learning for Signal Processing, Aug 2007, Thessaloniki, Greece. ⟨hal-00169526⟩

Hafrun Hauksdottir, Saïd Moussaoui, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, et al.. Mars Hyperspectral Data Processing using ICA and Bayesian Positive Source Separation. MaxEnt 2006, 2006, Paris, France. ⟨hal-00098163⟩

Sharam Hosseini, R. Guidara, Y. Deville, Christian Jutten. Maximum likelihood separation of spatially auto-correlated images using a Markov model. MaxEnt 2006, Jul 2006, France, France. ⟨hal-00105881⟩

Hafrun Hauksdottir, Saïd Moussaoui, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, et al.. Mars Hyperspectral Data Processing using ICA and Bayesian Positive Source Separation. Jul 2006, pp.288-295. ⟨hal-00121596⟩

Shahram Hosseini, R. Guidara, Y. Deville, Christian Jutten. Markovian blind image separation. 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⟩. ⟨hal-00289240⟩

Hafrun Hauksdottir, Christian Jutten, Frederic Schmidt, Jocelyn Chanussot, Jon Atli Benediktsson, et al.. The Physical Meaning of Independent Components and Artifact Removal of Hyperspectral Data from Mars Using ICA. 7th IEEE Nordic Signal Processing Symposium (NORSIG 2006), Jun 2006, Reykjavik, Iceland. ⟨insu-00362037⟩

Sharam Hosseini, R. Guidara, Y. Deville, Christian Jutten. Maximum likelihood separation of spatially autocorrelated images using a Markov model. ICA2006, 2006, Charleston, United States. ⟨hal-00098150⟩

J. Solé, Christian Jutten. Maximizing entropy for estimating nonlinearities in {PNL} mixtures source separation. ICA (Research Network International Workshop), Sep 2006, Liverpool, United Kingdom. pp.41-44. ⟨hal-00105884⟩

Christian Jutten, Massoud Babaie-Zadeh. Semi-blind source separation. 14th European Symposium on Artificial Neural Networks, ESANN 2006, Apr 2006, Bruges, Belgium. pp.301-312. ⟨hal-00097178⟩

Hafrun Hauksdottir, Christian Jutten, Frédéric Schmidt, Jocelyn Chanussot, Jon Atli Benediktsson, et al.. The physical meaning of independent components and artifacts removal of hyperspectral data from Mars using ICA.. 2006, pp.226-230. ⟨hal-00121329⟩

A. Ali Amini, Massoud Babaie-Zadeh, Christian Jutten. A fast method for sparse component analysis based on iterative detection-projection. MaxEnt 2006, Jul 2006, Paris, France. ⟨hal-00105882⟩

Hafrun Hauksdottir, Christian Jutten, Frédéric Schmidt, Jocelyn Chanussot, Jon Atli Benediktsson, et al.. The Physical Meaning of Independent Components and Artifact Removal of Hyperspectral Data from Mars using ICA. 7th Nordic Signal Processing Symposium (NORSIG'2006), 2006, Reykjavik, Iceland. ⟨hal-00098155⟩

F. Vrins, D. Erdogmus, Christian Jutten, M. Verleysen. Zero-entropy minimization for blind extraction of bounded sources. 6th International Conference, ICA 2006, 2006, Charleston, United States. ⟨hal-00098151⟩

A. Ali Amini, Massoud Babaie-Zadeh, Christian Jutten. A new approach for sparse source separation. European Signal and Image Processing Conference , Sep 2006, Florence, Italy. ⟨hal-00105883⟩

David Sodoyer, Bertrand Rivet, Laurent Girin, Jean-Luc Schwartz, Christian Jutten. An analysis of visual speech information applied to voice activity detection. IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2006, Toulouse, France. pp.1. ⟨hal-00361750⟩

David Sodoyer, Christian Jutten, Laurent Girin, Jean-Luc Schwartz, Bertrand Rivet. Solving the indeterminations of Blind source separation of convolutive speech mixtures. IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2006, 2006, Toulouse, France. ⟨hal-00098153⟩

Reza Sameni, Frédéric Vrins, F. Parmentier, Christophe Herail, Vincent Vigneron, et al.. Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria. 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⟩. ⟨hal-00966350⟩

Reza Sameni, Christian Jutten, M.B. Shamsollahi. What ICA Provides for ECG Processing: Application to Noninvasive Fetal ECG Extraction. 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. ⟨hal-00174338⟩

Christian Jutten, Reza Sameni, Hafrun Hauksdottir. On the relevance of independent components. (ICA) Research Network International Workshop, 2006, Liverpool, United Kingdom. pp.1-8. ⟨hal-00097191⟩

Reza Sameni, F. Vrins, F. Parmentier, Christophe Hérail, Vincent Vigneron, et al.. Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria. MaxEnt - Twenty sixth International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jul 2006, Paris, France. (elec. proc.). ⟨hal-00098168⟩

Reza Sameni, M.B. Shamsollahi, Christian Jutten. Multi-Channel Electrocardiogram Denoising Using a Bayesian Filtering Framework. 33rd Annual International Conference on Computers in Cardiology, Sep 2006, Valencia, Spain. pp.185-188. ⟨hal-00174333⟩

Vincent Vigneron, Annabelle Azancot, Christophe Herail, Manuel Schmidt, Olivier Sibony, et al.. Sensor array for fetal ECG. part 2 : Sensor selections. 2nd IEEE International Conference on Computational Intelligence in Medical and Healthcare, Jun 2005, Costa da Caparica, Lisbon, Portugal. pp.434-442. ⟨hal-00203397⟩

Anthony Larue, Mirko van der Baan, Jerome Mars, Christian Jutten. Sparsity or whiteness : what criterion to use for blind deconvolution of seismic data?. -, 2005, France. ⟨hal-00097184⟩

Massoud Babaie-Zadeh, B. Bahmani, Christian Jutten. ICA by mutual information minimization: how to avoid local minima ?. 13th European Signal Processing Conference, EUSIPCO-2005, Sep 2005, Antalya, Turkey. 4 p. ⟨hal-00379468⟩

Vincent Vigneron, Annabelle Azancot, Christophe Hérail, Mickael Schmidt, Olivier Sibony, et al.. Sensor array for foetal ECG. Part 1: Electrical modelisation and simulations. International Conference on Computational Intelligence in Medicine and Healthcare, CIMED 2005, Sep 2005, Portugal. 4 p. ⟨hal-00379463⟩

Vincent Vigneron, Annabelle Azancot, Christophe Herail, Manuel Schmidt, Olivier Sibony, et al.. Sensor array for fetal ECG. part 1 : Simulations.. 2nd IEEE International Conference on Computational Intelligence in Medical and Healthcare, Jun 2005, Costa da Caparica, Lisbon, Portugal. pp.90-98. ⟨hal-00203395⟩

Anthony Larue, Christian Jutten, Jerome Mars. Déconvolution aveugle dans le domaine fréquentiel fondée sur le taux d'information mutuelle. GRETSI, 2005, France. ⟨hal-00097198⟩

B. Bahmani, Massoud Babaie-Zadeh, Christian Jutten. A new method for estimating score function difference SFD and its application in blind source separation. 13th European Signal Processing Conference, EUSIPCO-2005, Sep 2005, Antalya, Turkey. 4 p. ⟨hal-00379470⟩

Frédéric Vrins, Michel Verleysen, Christian Jutten. SWM: a Class of Convex Contrasts for Source Separation. ICASSP 2005, May 2005, Philadelphia, United States. 4 p. ⟨hal-00379457⟩

Reza Sameni, M.B. Shamsollahi, Christian Jutten, Massoud Babaie-Zadeh. Filtering Noisy ECG Signals Using the Extended Kalman Filter Based on a Dynamic ECG Model. Proc. of the 32nd Annual International Conference on Computers in Cardiology, Lyon, France, Sep. 25-28, 2005, Sep 2005, Lyon, France. pp.1017-1020. ⟨hal-00174343⟩

Reza Sameni, M.B. Shamsollahi, Christian Jutten. Filtering Electrocardiogram Signals Using the Extended Kalman Filter. 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Sep 2005, Shanghai, China. pp.5639-5642. ⟨hal-00174347⟩

Sébastien Lagrange, Luc Jaulin, V. Vigneron, Christian Jutten. Analytical solution of the blind source separation problem using derivatives. ICA 2004 Independent Component Analysis, Sep 2004, Grenade, Spain. ⟨hal-00861472⟩

Sébastien Lagrange, Luc Jaulin, Vincent Vigneron, Christian Jutten. Analytical solution of Blind Source Separation Problem Using Derivatives. Independent Component Analysis and Blind Signal Separation, Sep 2004, Grenada, Spain. pp.81-88. ⟨hal-00232883⟩

Anthony Larue, Sharam Hosseini, Christian Jutten. Markovian source separation in post-nonlinear mixtures. 2004, pp.702-709. ⟨hal-00097172⟩

Anthony Larue, Jerome Mars, Christian Jutten. Blind frequency deconvolution : A new approach using mutual information rate. 2004. ⟨hal-00097179⟩

F. Vrins, Vincent Vigneron, Michel Verleysen, Christian Jutten. Abdominal electrodes analysis by statistical processing for fetal electrocardiogram extraction. 2nd IASTED Int. Conf. on Biomedical Engineering (BioMed 2004), Feb 2004, Innsbruck, Austria. pp.244-249. ⟨hal-00232830⟩

Zadeh Massouad Babaie, Ali Mansour, Christian Jutten, F. Marvasti. A Geometric Approach for Separating Several Signals. Independent Component Analysis and Blind source Separation, Lecture Notes in Computer Science 3195, 2004, Granada, Spain. ⟨hal-00802799⟩

Bertrand Rivet, Vincent Vigneron, Anisoara Paraschiv-Ionescu, Christian Jutten. Wavelet de-noising for Blind Source Separeation in Noisy Mixtures. Independent Component Analysis and Blind Signal Separation, Sep 2004, Grenada, Spain. pp.263-271. ⟨hal-00232831⟩

M. Babaie-Zadeh, Ali Mansour, Christian Jutten, F. Marvasti. A Geometric Approach for Separating Several Signals. 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. ⟨hal-00518793⟩

Vincent Vigneron, Christian Jutten, Hichem Maaref. Guaranteed nonlinear parameter estimation from error bounded data from NaI detectors. ESARDA (European safeguards research and development association) symposium, May 2003, Stockholm, France. pp.00. ⟨hal-00232886⟩

Vincent Vigneron, Sébastien Lagrange, Christian Jutten. Conditions d'acceptabilité dans les problèmes de séparation de sources. XXXVemes journées de Statistiques, Jun 2003, Paris, France. pp.883-886. ⟨hal-00233001⟩

Vincent Vigneron, Anisoara Paraschiv-Ionescu, Annabelle Azancot, Christian Jutten, Olivier Sibony. fetal electrocardiogram extraction based on non-stationary ica and wavelet denoising. 7th IEEE International Symposium on Signal Processing and its applications, Jul 2003, Paris, France. pp.00. ⟨hal-00232989⟩

F. Vrins, J.L. Lee, Michel Verleysen, Vincent Vigneron, Christian Jutten. Improving independent component analysis performances by variable selection. IEEE International Workshop on Neural Networks for Signal Processing (NNSP 2003), Sep 2003, Toulouse,, France. pp.359-368. ⟨hal-00232884⟩

Vincent Vigneron, Sébastien Lagrange, Christian Jutten. Acceptability conditions for blind source separation problems. 11th European Symposium on Artificial Neural Networks (ESANN 2003), Apr 2003, Bruges, Belgium. pp.301-306. ⟨hal-00233005⟩

Christian Jutten, Rémi Gribonval. L'analyse en composantes indépendantes: un outil puissant pour le traitement de l'information. Proc. XIXe colloque GRETSI (traitement du signal et des images), 8-11 septembre 2003, ENST, Paris, Sep 2003, Paris, France. pp.11-16. ⟨inria-00576205⟩

C. Simon, Philippe Loubaton, Christophe Vignat, Christian Jutten, G. D. Urso. Separation of a class of convolutive mixtures: a contrast function approach. Proceedings. ICASSP99, 1999, France. pp.1429-32. ⟨hal-00621855⟩

Ali Mansour, Christian Jutten, Ohnishi Noboru. Kurtosis: Definition and Properties. International Conference on Multisource-Multisensor: Data Fusion (FUSION'98), Jul 1998, Las Vegas, United States. ⟨hal-00802713⟩

C. Simon, Christophe Vignat, Philippe Loubaton, Christian Jutten, G. D. Urso. On the convolutive mixture - source separation by the decorrelation approach. Proc. ICASSP-98, Seattle, May 1998, France. pp.2109-2112. ⟨hal-00621857⟩

C. Simon, Philippe Loubaton, Christophe Vignat, Christian Jutten, G. D. Urso. Blind source separation of convolutive mixtures by maximization of fourth-order cumulants : the non i.i.d. case. Proc. Asilomar-98, Nov 1998, France. pp.1584-88. ⟨hal-00621856⟩

Ali Mansour, Christian Jutten, Philippe Loubaton. Robustesse des hypothèses dans une méthode sous-espace pour la séparation de sources. Actes du XVIème colloque GRETSI, Sep 1997, Grenoble, France. ⟨hal-00802612⟩

C. Simon, Christophe Vignat, Philippe Loubaton, Christian Jutten, G. D. Urso. Quelques remarques méthodologiques concernant la séparation des mélanges convolutifs par l'approche de décorrélation. Actes du seizième colloque GRETSI, Sep 1997, France. pp.11-14. ⟨hal-00621858⟩

Ali Mansour, Christian Jutten, Philippe Loubaton. Subspace method for blind separation of sources and for a convolutive mixture model. Signal Processing VIII, Theories and Applications, Sep 1996, Triest, Italy. ⟨hal-00802604⟩

Ali Mansour, Christian Jutten. A simple cost function for instantaneous and convolutive sources separation. Actes du XVème colloque GRETSI, Sep 1995, Juan-Les-Pins, France. ⟨hal-00802600⟩

Puntonet Carlos, Ali Mansour, Christian Jutten. A Geometrical algorithm for blind separation of sources. XVème colloque GRETSI,, Sep 1995, Juan-Les-Pins, France. ⟨hal-00802603⟩

Tülay Adali, Christian Jutten, João Marcos Romano, A. K. Barros. Independent Component Analysis and Signal Separation. T. Adali, C. Jutten, J. M. T. Romano, A. K. Barros. Springer, pp.785, 2009, Lecture Notes in computer Science. ⟨hal-00370737⟩

Lucas Drumetz, Jocelyn Chanussot, Christian Jutten. Variability of the endmembers in spectral unmixing. 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⟩. ⟨hal-02888586⟩

Marco Congedo, Sandra Rousseau, Christian Jutten. An Introduction to EEG Source Analysis with an illustration of a study on Error-Related Potentials. Miranda E and Castet J. Guide to Brain-Computer Music Interfacing, Springer, 2014, ISBN 978-1-4471-6584-2. ⟨hal-01078589⟩

Leonardo Tomazeli Duarte, Christian Jutten. Toward Unsupervised Smart Chemical Sensor Array. K. Yallup, K. Iniewski (Eds.). Technologies for Smart Sensors and Sensor Fusion, CRC Press, pp.177-190, 2014, Devices, Circuits, and Systems, 9781466595507. ⟨hal-01063330⟩

Christian Jutten, Pierre Comon. Introduction. Pierre Comon, Christian Jutten. Handbook of blind source separation. Independent component analysis and applications, Academic Press (Elsevier), pp.1-22, 2010. ⟨hal-00460655⟩

Christian Jutten, Massoud Babaie-Zadeh, Juha Karhunen. Nonlinear mixtures. Pierre Comon, Christian Jutten. Handbook of blind source separation. Independent component analysis and applications, Academic Press (Elsevier), pp.549-592, 2010. ⟨hal-00460657⟩

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

Christian Jutten, Massoud Babaie-Zadeh. Mélanges non linéaires. C. Jutten, P. Comon. Séparation de sources 2. Au-delà de l'aveugle et applications, Lavoisier, pp.443-482, 2007. ⟨hal-00179085⟩

Christian Jutten, Pierre Comon. Introduction. P. Comon, C. Jutten. Séparation de sources 1. Concepts de base et analyse en composantes indépendantes., Lavoisier, pp.23-34, 2007. ⟨hal-00179082⟩

Pierre Bessiere, Ali Chams, Anne Guérin-Dugué, Jeanny Hérault, Christian Jutten, et al.. From hardware to software : designing a "Neurostation". Introduction to V.L.S.I. design of Artificial Neural Network, Kluever Academic Press, Boston, USA, 1990. ⟨hal-00106332⟩

Pierre Comon, Christian Jutten. Handbook of Blind Source Separation, Independent Component Analysis and Applications. Academic Press (Elsevier), pp.831, 2010. ⟨hal-00460653⟩

Christian Jutten, Tülay Adali, Jocelyn Chanussot, Jan Larsen. Proceedings of the IEEE international workshop on Machine Learning for signal Processing (MLSP 2009). IEEE Signal Processing Society, pp.CD-Rom, 2009. ⟨hal-00436415⟩

Pierre Comon, Christian Jutten. Séparation de sources 1. Concepts de base et analyse en composantes indépendantes. France. Hermes, pp.279, 2007. ⟨hal-00179073⟩

Christian Jutten, Pierre Comon. Séparation de sources 2. Au-delà de l'aveugle et applications. France. Hermes, pp.284, 2007. ⟨hal-00179079⟩

Reza Sameni, Christian Jutten, Mohammad Shamsollahi, Gari Clifford. Noninvasive Extraction of Fetal Cardiac Signals from Maternal Abdominal Recordings. United States, Patent n° : U.S. Serial Number: 61/116,870. Département Images et Signal. 2008. ⟨hal-00410655⟩

Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. CorrIndex: a permutation invariant performance index. 2021. ⟨hal-03230210⟩

Fateme Ghayem, Bertrand Rivet, Rodrigo Farias, Christian Jutten. Robust sensor placement for signal extraction. 2021. ⟨hal-02996666v2⟩

Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. FBS4: A Forward-Backward Splitting algorithm for constrained tensor decomposition. 2020. ⟨hal-02929348⟩

Dana Lahat, Christian Jutten. A Generalization to Schur's Lemma with an Application to Joint Independent Subspace Analysis. 2016. ⟨hal-01247899v2⟩

El-Mostafa Fadaili, Vincent Vigneron, Christian Jutten, Christian Straus, T. Similowski. Extration of Diaphragmatic EMG Using DWT. [Research Report] GIPSA-lab. 2008. ⟨hal-00202737⟩

Christian Jutten, Antoine Orlandi, Fanny Bastien. Christian Jutten - Petite visite guidée de la séparation de sources : Des mathématiciens primés par l’Académie des Sciences 2017. 2017. ⟨medihal-01764082⟩