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CJ
Christian Jutten
362
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|
De la séparation de sources à l'analyse en composantes indépendantes, et au-delàGRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
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On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity OptimizationSSP 2021 - 2021 IEEE Workshop Statistical Signal Processing, Jul 2021, Rio de Janeiro, Brazil. pp.151-155, ⟨10.1109/SSP49050.2021.9513780⟩
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The Riemannian Minimum Distance to Means Field ClassifierBCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-02⟩
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Tensor and Coupled Decompositions in Block Terms: Uniqueness and IrreducibilitySPARS 2019 - Workshop on Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France
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Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable CasesICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.2186-2190, ⟨10.1109/ICASSP.2018.8461358⟩
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Multivariate Time-Series Analysis Via Manifold LearningSSP 2018 - 2018 IEEE Workshop on Statistical Signal Processing, Jun 2018, Fribourg-en-Brisgau, Germany. ⟨10.1109/SSP.2018.8450771⟩
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A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic DecompositionLVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.171--180
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Tensor and coupled decompositions in block terms: uniqueness and irreducibility9th Conference ThRee-way Analysis In Chemistry And Psychology (TRICAP 2018 ), Jun 2018, Angel Fire, New Mexico, United States
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Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative SparsityLVA/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⟩
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Optimal Measurement Times for Observing a Brownian Motion over a Finite Period Using a Kalman FilterLVA/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⟩
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A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD MatricesEMBC 2017 - 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE, Jul 2017, Jeju Island, South Korea. pp.3198-3201, ⟨10.1109/EMBC.2017.8037537⟩
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L'interaction entre deux modalités complémentairesGRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France
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Géométrie Riemannienne appliquée à la réduction de la dimension de signaux EEG pour les interfaces cerveau-machineGRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Cédric Richard; Marc Antonini, Sep 2017, Juan-Les-Pins, France
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Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separationICASSP 2017 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. pp.4681 - 4685, ⟨10.1109/ICASSP.2017.7953044⟩
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Riemannian Online Algorithms for Estimating Mixture Model ParametersGSI 2017 - Geometric Science of Information, Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_78⟩
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Accelerated Dictionary Learning for Sparse Signal RepresentationLVA/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⟩
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Dimensionality Reduction for BCI classification using Riemannian geometryBCI 2017 - 7th International Brain-Computer Interface Conference, Gernot R. Müller-Putz, Sep 2017, Graz, Austria. ⟨10.3217/978-3-85125-533-1-16⟩
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Multimodal Approach to Remove Ocular Artifacts from EEG Signals Using Multiple Measurement VectorsLVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France. pp.563--573
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Gaussian Processes for Source Separation in Overdetermined Bilinear MixturesLVA/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⟩
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A New Algorithm for Multimodal Soft CouplingLVA/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⟩
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Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matricesSAM 2016 - 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil
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Recovery guarantees for mixed norm l-(p1, p2) block sparse representationsEUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. ⟨10.1109/EUSIPCO.2016.7760274⟩
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Two Multimodal Approaches for Single Microphone Source SeparationEUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.110-114
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Hyperspectral unmixing with material variability using social sparsityICIP 2016 - 23rd IEEE International Conference on Image Processing, IEEE, Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532746⟩
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An Alternative Proof for the Identifiability of Independent Vector Analysis Using Second Order StatisticsICASSP 2016 - 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China
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Mining the Bilinear Structure of Data with Approximate Joint DiagonalizationEUSIPCO 2016 - 24th European Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary. pp.667-671
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Impact of Noise Correlation on MultimodalityEUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary
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"Brain Invaders 2" : an open source Plug & Play multi-user BCI videogameBCI 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⟩
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Nonlinear Blind Source Separation for Sparse SourcesEUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary
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Multimodal approach to estimate the ocular movements during EEG recordings: a coupled tensor factorization methodEMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7319999⟩
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Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal DerivativesLVA/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⟩
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Joint decompositions with flexible couplingsLVA/ICA 2015 - 12th International Conference on Latent Variable Analysis and Signal Separation, Aug 2015, Liberec, Czech Republic. ⟨10.1007/978-3-319-22482-414⟩
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Theoretical Studies and Algorithms Regarding the Solution of Non-invertible Nonlinear Source SeparationLVA/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⟩
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Joint Independent Subspace Analysis: A Quasi-Newton AlgorithmLVA/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⟩
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Blind hyperspectral unmixing using an Extended Linear Mixing Model to address spectral variabilityWHISPERS 2015 - 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2015, Tokyo, Japan
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Single-Trial Classification of Multi-User P300-Based Brain-Computer Interface Using Riemannian GeometryEMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7318721⟩
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A Blind Source Separation Method for Chemical Sensor Arrays based on a Second-order mixing modelEUSIPCO 2015 - 23th European Signal Processing Conference, Aug 2015, Nice, France
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Démélange aveugle d'images hyperspectrales à l'aide d'un modèle linéaire étendu tenant compte de la variabilité spectraleGRETSI 2015 - XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France
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Real-time independent vector analysis with Student's t source prior for convolutive speech mixturesICASSP 2015 - 40th IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia
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Modeling Quasi-Periodic Signals by a Non-Parametric Model: Application on Fetal ECG ExtractionEMBC 2014 - 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2014, Chicago, United States. ⟨10.1109/EMBC.2014.6943979⟩
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Dynamical Analysis of Brain Seizure Activity from EEG SignalsEUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.1-5
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A model observer based on human perception to quantify the detectabilitySPIE Medical Imaging 2014, Feb 2014, San Diego, Californie, United States
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