Bertrand RIVET

Bertrand RIVET

Bertrand RIVET

Titulaire d'une HDR obtenue en 2020

Personnel G-INP Permanent

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Bureau : B142

Téléphone : 04 76 82 64 67

Département Science des Données
PICSA

Biographie

(à compléter)

Publications / Travaux


130 documents

Articles dans une revue39 documents

  • Mohammad Sadeghi, Massoud Babaie-Zadeh, Bertrand Rivet. Prior knowledge-driven robust electrode placement method for P300-based brain-computer interfaces. Biomedical Signal Processing and Control, 2026, 120 (Part B), pp.110123. ⟨10.1016/j.bspc.2026.110123⟩. ⟨hal-05623816⟩
  • Mariel Reséndiz Rojas, Bertrand Rivet, Nefeli M.P. Kavouni, Baptiste Rault, Julie Fontecave-Jallon. Phonocardiography for robust fetal heart rate estimation in real clinical conditions. Biomedical Signal Processing and Control, 2025, 107 (September), pp.107807. ⟨10.1016/j.bspc.2025.107807⟩. ⟨hal-05669426⟩
  • Mohammad Sadeghi, Bertrand Rivet, Massoud Babaie-Zadeh. Enhancing source separation quality via optimal sensor placement in noisy environments. Signal Processing, 2025, 226 (January), pp.109659. ⟨10.1016/j.sigpro.2024.109659⟩. ⟨hal-04687771⟩
  • M. Lachaud, Rémi Souriau, Bertrand Rivet, J. Fontecave-Jallon. Surfao-cardio study: Trans-abdominal fetal ECG analysis in the second trimester of pregnancy in a cohort of healthy fetuses. Archives of Cardiovascular Diseases Supplements, 2023, 15 (4), pp.281. ⟨10.1016/j.acvdsp.2023.07.017⟩. ⟨hal-04659091⟩
  • Rémi Souriau, Julie Fontecave-Jallon, Bertrand Rivet. Fetal heart rate monitoring by fusion of estimations from two modalities: A modified Viterbi’s algorithm. Biomedical Signal Processing and Control, 2023, 80, pp.104405. ⟨10.1016/j.bspc.2022.104405⟩. ⟨hal-04231407⟩
  • Mariel Resendiz Rojas, Julie Fontecave-Jallon, Bertrand Rivet. Hidden Markov model in nonnegative matrix factorization for fetal heart rate estimation using physiological priors. Physiological Measurement, 2022, 43 (10), pp.105001. ⟨10.1088/1361-6579/ac92bf⟩. ⟨hal-03833614⟩
  • Mc Faisant, Julie Fontecave-Jallon, B. Genoux, Bertrand Rivet, Nafissa Dia, et al.. Non-invasive fetal monitoring: Fetal Heart Rate multimodal estimation from abdominal electrocardiography and phonocardiography. Journal of Gynecology Obstetrics and Human Reproduction, 2022, 51 (8), pp.102421. ⟨10.1016/j.jogoh.2022.102421⟩. ⟨hal-03833486⟩
  • Nafissa Dia, Julie Fontecave-Jallon, Mariel Resendiz, Marie-Caroline Faisant, Veronique Equy, et al.. Fetal heart rate estimation by non-invasive single abdominal electrocardiography in real clinical conditions. Biomedical Signal Processing and Control, 2022, 71, part 2 (January), pp.103187. ⟨10.1016/j.bspc.2021.103187⟩. ⟨hal-03544789⟩
  • Fatemeh Ghayyem, Bertrand Rivet, Rodrigo Cabral Farias, Christian Jutten. Robust sensor placement for signal extraction. IEEE Transactions on Signal Processing, 2021, 69, pp.4513-4528. ⟨10.1109/TSP.2021.3099954⟩. ⟨hal-03325710v3⟩
  • Saman Noorzadeh, Bertrand Rivet, Christian Jutten. 3-D Interface for the P300 Speller BCI. IEEE Transactions on Human-Machine Systems, 2020, 50 (6), pp.604-612. ⟨10.1109/THMS.2020.3016079⟩. ⟨hal-03078380⟩
  • S. Gobillot, J. Fontecave-Jallon, V. Equy, Bertrand Rivet, P.Y. Gumery, et al.. Non-invasive fetal monitoring using electrocardiography and phonocardiography: A preliminary study. Journal of Gynecology Obstetrics and Human Reproduction, 2018, 47 (9), pp.455-459. ⟨10.1016/j.jogoh.2018.08.009⟩. ⟨hal-01982751⟩
  • Duong-Hung Pham, Sylvain Meignen, Nafissa Dia, Julie Fontecave-Jallon, Bertrand Rivet. Phonocardiogram Signal Denoising Based on Non-negative Matrix Factorization and Adaptive Contour Representation Computation. IEEE Signal Processing Letters, 2018, 25 (10), pp.1475-1479. ⟨10.1109/LSP.2018.2865253⟩. ⟨hal-01855855⟩
  • Anne Guérin-Dugué, Raphaelle Roy, Emmanuelle Kristensen, Bertrand Rivet, Laurent Vercueil, et al.. Temporal Dynamics of Natural Static Emotional Facial Expressions Decoding: A Study Using Event- and Eye Fixation-Related Potentials. Frontiers in Psychology, 2018, 9 (1190), pp.1-19. ⟨10.3389/fpsyg.2018.01190⟩. ⟨hal-01837209⟩
  • Emmanuelle Kristensen, Bertrand Rivet, Anne Guérin-Dugué. Estimation of overlapped Eye Fixation Related Potentials: The General Linear Model, a more flexible framework than the ADJAR algorithm. Journal of Eye Movement Research, 2017, 10 (1), pp.1-27. ⟨10.16910/jemr.10.1.7⟩. ⟨hal-01568579⟩
  • 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, 2017, 65 (16), pp.4339 – 4352. ⟨10.1109/TSP.2017.2708025⟩. ⟨hal-01552273⟩
  • Emmanuelle Kristensen, Anne Guérin-Dugué, Bertrand Rivet. Regularization and a general linear model for event-related potential estimation. Behavior Research Methods, 2017, 49 (6), pp.2255-2274. ⟨10.3758/s13428-017-0856-z⟩. ⟨hal-01539867⟩
  • 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, 2017, 24 (10), pp.1567-1571. ⟨10.1109/LSP.2017.2747478⟩. ⟨hal-01581520⟩
  • Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten. Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation. IEEE Transactions on Signal Processing, 2017, 65 (12), pp.3179-3190. ⟨10.1109/TSP.2017.2679692⟩. ⟨hal-01514878⟩
  • Nataliya Kos’Myna, Franck Tarpin-Bernard, Nicolas Bonnefond, Bertrand Rivet. Feasibility of BCI control in a realistic smart home environment. Frontiers in Human Neuroscience, 2016, 10, pp.416. ⟨10.3389/fnhum.2016.00416⟩. ⟨hal-01400557⟩
  • Nataliya Kosmyna, Franck Tarpon-Bernard, Bertrand Rivet. Adding Human Learning in Brain–Computer Interfaces (BCIs): Towards a Practical Control Modality. ACM Transactions on Computer-Human Interaction, 2015, 22 (3), pp.1-37. ⟨10.1145/2723162⟩. ⟨hal-01259675⟩
  • Bertrand Rivet. Source Separation of Multimodal Data: A Second-Order Approach Based on a Constrained Joint Block Decomposition of Covariance Matrices. IEEE Signal Processing Letters, 2015, 22 (6), pp.681 – 685. ⟨10.1109/LSP.2014.2367158⟩. ⟨hal-01097594⟩
  • Nataliya Kosmyna, Franck Tarpin-Bernard, Bertrand Rivet. Conceptual Priming for In-game BCI Training. ACM Transactions on Computer-Human Interaction, 2015, 22 (5), pp.1-25. ⟨10.1145/2808228⟩. ⟨hal-01259677⟩
  • Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon. Blind source separation of underdetermined mixtures of event-related sources. Signal Processing, 2014, 101, pp.52-64. ⟨10.1016/j.sigpro.2014.01.031⟩. ⟨hal-00952039⟩
  • Bertrand Rivet, Wenwu Wang, Syed Mohsen Naqvi, Jonathon Chambers. Audiovisual Speech Source Separation: An overview of key methodologies. IEEE Signal Processing Magazine, 2014, 31 (3), pp.125-134. ⟨10.1109/MSP.2013.2296173⟩. ⟨hal-00990000⟩
  • Mohammad Niknazar, Bertrand Rivet, Christian Jutten. Fetal ECG extraction by extended state Kalman filtering Based on Single-Channel Recordings. IEEE Transactions on Biomedical Engineering, 2013, 60 (5), pp.1345-1352. ⟨10.1109/TBME.2012.2234456⟩. ⟨hal-00831928⟩
  • Bertrand Rivet, Antoine Souloumiac. Optimal linear spatial filters for event-related potentials based on a spatio-temporal model: Asymptotical performance analysis. Signal Processing, 2013, 93 (2), pp.387-398. ⟨10.1016/j.sigpro.2012.07.019⟩. ⟨hal-00742644⟩
  • 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, 2012, 60 (11), pp.5832-5844. ⟨10.1109/TSP.2012.2208953⟩. ⟨hal-00764832⟩
  • Bertrand Rivet, Hubert Cecotti, Emmanuel Maby, Jérémie Mattout. Impact of spatial filters during sensor selection in a visual p300 brain-computer interface. Brain Topography: a Journal of Cerebral Function and Dynamics, 2012, 25 (1), pp.55-63. ⟨10.1007/s10548-011-0193-y⟩. ⟨hal-00660288⟩
  • 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, 2011, 8 (1), pp.016001. ⟨10.1088/1741-2560/8/1/016001⟩. ⟨hal-00584756⟩
  • Bertrand Rivet, Hubert Cecotti, Margaux Perrin, Emmanuel Maby, Jérémie Mattout. Adaptive training session for a P300 speller brain-computer interface. Journal of Physiology – Paris, 2011, 105 (1-3), pp.123-129. ⟨10.1016/j.jphysparis.2011.07.013⟩. ⟨hal-00646538⟩
  • Hubert Cecotti, Bertrand Rivet. One step beyond rows and columns flashes in the P300 speller: a theoretical description. International Journal of bioelectromagnetism, 2010, 13 (1), pp.39-41. ⟨hal-00537298⟩
  • Bertrand Rivet, Jonathon Chambers. Multimodal Source Separation. Lecture Notes in Computer Science, 2010, Advances in Nonlinear Speech Processing. International Conference on Nonlinear Speech Processing, NOLISP 2009, Vic, Spain, June 25-27, 2009, Revised Selected Papers, LNAI 5933, pp.1-11. ⟨10.1007/978-3-642-11509-7⟩. ⟨hal-00463627⟩
  • 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, 2010, 27 (6), pp.515-540. ⟨10.3166/TS.27.515-540⟩. ⟨hal-00998901⟩
  • Leonardo Tomazeli Duarte, Bertrand Rivet, Christian Jutten. Blind Extraction of Smooth Signals Based on a Second-Order Frequency Identification Algorithm. IEEE Signal Processing Letters, 2010, 17 (1), pp.79-82. ⟨10.1109/LSP.2009.2032983⟩. ⟨hal-00429901⟩
  • Bertrand Rivet, Antoine Souloumiac, Virginie Attina, Guillaume Gibert. xDAWN algorithm to enhance evoked potentials: application to brain-computer interface.. IEEE Transactions on Biomedical Engineering, 2009, 56 (8), pp.2035-43. ⟨10.1109/TBME.2009.2012869⟩. ⟨hal-00454568⟩
  • 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, 2009, 125 (2), pp.1184-1196. ⟨10.1121/1.3050257⟩. ⟨hal-00941145⟩
  • Bertrand Rivet, Laurent Girin, Christian Jutten. Visual voice activity detection as a help for speech source separation from convolutive mixtures. Speech Communication, 2007, 49 (7-8), pp.667-677. ⟨10.1016/j.specom.2007.04.008⟩. ⟨hal-00499184⟩
  • 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, 2007, 15 (3), pp.796-802. ⟨10.1109/TASL.2006.885922⟩. ⟨hal-00174096⟩
  • 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, 2007, 15 (1), pp.96-108. ⟨10.1109/TASL.2006.872619⟩. ⟨hal-00174100⟩

Communications dans un congrès90 documents

  • Baptiste Rault, Julie Fontecave-Jallon, Bertrand Rivet. Fusion of Multimodal Estimations by Extended State Hidden Markov Model: Application to Fetal Heart Rate Monitoring. ICASSP 2026 – 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2026, Barcelona, Spain. pp.7502-7506, ⟨10.1109/ICASSP55912.2026.11463080⟩. ⟨hal-05669437⟩
  • Abilé Magbonde, Bertrand Rivet, Franck Quaine. Décomposition tensorielle PARAFAC2 contrainte pour l’estimation du niveau de force à partir de signaux EMG de surface. GRETSI 2023 – XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI – Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. ⟨hal-04231427⟩
  • Abilé Magbonde, Franck Quaine, Bertrand Rivet. Constrained non-negative PARAFAC2 for electromyogram separation. ICASSP 2023 – IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10096025⟩. ⟨hal-04140366⟩
  • Abilé Magbonde, Franck Quaine, Bertrand Rivet. Comparison of Blind Source Separation Methods to Surface Electromyogram for Extensor Muscles of the Index and Little Fingers. EMBC 2022 – 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Jul 2022, Glasgow, United Kingdom. pp.3615-3618, ⟨10.1109/EMBC48229.2022.9870902⟩. ⟨hal-03961323⟩
  • Hugo Lafaye de Micheaux, Mariel Resendiz, Bertrand Rivet, Julie Fontecave-Jallon. Residual convolutional autoencoder combined with a non-negative matrix factorization to estimate fetal heart rate. EMBC 2022 – 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Jul 2022, Glasgow, United Kingdom. pp.1292-1295, ⟨10.1109/EMBC48229.2022.9871887⟩. ⟨hal-03833648⟩
  • Rémi Souriau, Julie Fontecave-Jallon, Bertrand Rivet. Fetal ECG denoising using dynamic time warping template subtraction. EMBC 2022 – 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Jul 2022, Glasgow, United Kingdom. pp.4978-4981, ⟨10.1109/EMBC48229.2022.9871318⟩. ⟨hal-03833644⟩
  • Rémi Souriau, Julie Fontecave-Jallon, Bertrand Rivet. Fusion of estimations from two modalities using the Viterbi’s algorithm: application to fetal heart rate monitoring. ESANN 2021 – European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2021, Online event (Bruges), Belgium. pp.623-628, ⟨10.14428/esann/2021.ES2021-61⟩. ⟨hal-03833633⟩
  • Nils Laurent, Sylvain Meignen, Julie Fontecave-Jallon, Bertrand Rivet. A Novel Algorithm for Heart Rate Estimation Based on Synchrosqueezing Transform. EUSIPCO 2021 – 29th European Signal Processing Conference, Aug 2021, Dublin, Ireland. pp.1286-1290, ⟨10.23919/EUSIPCO54536.2021.9616306⟩. ⟨hal-03544794⟩
  • Guillaume Cathelain, Bertrand Rivet, Sophie Achard, Jean Bergounioux, Francois Jouen. U-Net Neural Network for Heartbeat Detection in Ballistocardiography. EMBC 2020 – CMBEC 2020 – 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society with 43rd Annual Conference of the Canadian Medical and Biological Engineering Society, Jul 2020, Montreal (virtual), Canada. pp.465-468, ⟨10.1109/EMBC44109.2020.9176687⟩. ⟨hal-03078490⟩
  • Guillaume Cathelain, Bertrand Rivet, Sophie Achard, Jean Bergounioux, Francois Jouen. Smart ballistocardiography front-end. I2MTC 2020 – IEEE International Instrumentation and Measurement Technology Conference, IEEE, May 2020, Dubrovnik (online), Croatia. pp.1-6, ⟨10.1109/I2MTC43012.2020.9128774⟩. ⟨hal-03078465⟩
  • Fatemeh Ghayyem, 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⟩
  • Guillaume Cathelain, Bertrand Rivet, Sophie Achard, Jean Bergounioux, François Jouen. Dynamic Time Warping for Heartbeat Detection in Ballistocardiography. CinC 2019 – Computing in Cardiology Conference, Sep 2019, Singapour, Singapore. ⟨10.22489/CinC.2019.145⟩. ⟨hal-03078460⟩
  • Julie Fontecave-Jallon, Karel Fojtik, Bertrand Rivet. Is there an Optimal Localization of Cardio-microphone Sensors for Phonocardiogram Analysis?. EMBC 2019 – 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2019, Berlin, Germany. pp.3249-3252, ⟨10.1109/EMBC.2019.8857681⟩. ⟨hal-02904376⟩
  • Nafissa Dia, Julie Fontecave-Jallon, Pierre-Yves Guméry, Bertrand Rivet. Fetal heart rate estimation from a single phonocardiogram signal using non-negative matrix factorization. EMBC 2019 – 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2019, Berlin, Germany. ⟨10.1109/EMBC.2019.8857220⟩. ⟨hal-02274618⟩
  • Nafissa Dia, Julie Fontecave-Jallon, Pierre-Yves Guméry, Bertrand Rivet. Heart Rate Estimation from Phonocardiogram Signals Using Non-negative Matrix Factorization. ICASSP 2019 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682343⟩. ⟨hal-02274640⟩
  • Fatemeh Ghayyem, Bertrand Rivet, Christian Jutten, Rodrigo Cabral Farias. Optimal sensor placement for signal extraction. ICASSP 2019 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682432⟩. ⟨hal-03078439⟩
  • Nafissa Dia, Julie Fontecave-Jallon, Pierre-Yves Guméry, Bertrand Rivet. Denoising Phonocardiogram signals with Non-negative Matrix Factorization informed by synchronous Electrocardiogram. EUSIPCO 2018 – 26th European Signal Processing Conference, Sep 2018, Rome, Italy. ⟨10.23919/EUSIPCO.2018.8553294⟩. ⟨hal-01982754⟩
  • Nafissa Dia, Julie Fontecave-Jallon, Pierre-Yves Guméry, Bertrand Rivet. Quasi-Periodic Non-negative Matrix Factorization for Phonocardiographic signals denoising. SAM 2018 – 10th IEEE Workshop on Sensor Array and Multichannel Signal Processing, Jul 2018, Sheffield, United Kingdom. pp.390-394. ⟨hal-01847123⟩
  • Jérémy E Cohen, Rodrigo Cabral Farias, Bertrand Rivet. Curve Registered Coupled Low Rank Factorization. LVA/ICA 2018 – 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. ⟨hal-01710498⟩
  • Nafissa Dia, Julie Fontecave-Jallon, Pierre-Yves Guméry, Bertrand Rivet. Application de la factorisation non-négative des matrices (NMF) pour le débruitage des signaux phonocardiographiques. GRETSI 2017 – XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France. ⟨hal-02070590⟩
  • Emmanuelle Kristensen, Raphaelle Roy, Bertrand Rivet, Anna Tcherkassof, Anne Guérin-Dugué. Analyzing Emotional Facial Expressions’ Neural Correlates Using Event-Related Potentials and Eye Fixation-Related Potentials. ECM 2017 – 19th European Conference on Eye Movements, Aug 2017, Wuppertal, Germany. ⟨hal-01577643⟩
  • 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⟩
  • Farnaz Sedighin, Massoud Babaie 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⟩
  • Denis G Fantinato, Leonardo T 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⟩
  • Denis G Fantinato, Leonardo T 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⟩
  • Antoine Liutkus, Fabian-Robert Stöter, Zafar Rafii, Daichi Kitamura, Bertrand Rivet, et al.. The 2016 Signal Separation Evaluation Campaign. LVA/ICA 2017 – 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France. pp.323 – 332, ⟨10.1007/978-3-319-53547-0_31⟩. ⟨hal-01472932⟩
  • 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⟩
  • 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⟩
  • Bertrand Rivet, Jérémy E Cohen. Modeling time warping in tensor decomposition. SAM 2016 – 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil. pp.1 – 5, ⟨10.1109/SAM.2016.7569733⟩. ⟨hal-01400552⟩
  • Nataliya Kos’Myna, Franck Tarpin-Bernard, Bertrand Rivet, Nataliya Kosmyna. Towards Brain Computer Interfaces for Recreational Activities: Piloting a Drone. INTERACT 2015 – 15th Human-Computer Interaction, Sep 2015, Bamberg, Germany. pp.506-522, ⟨10.1007/978-3-319-22701-6_37⟩. ⟨hal-01492578⟩
  • Nataliya Kosmyna, Franck Tarpin-Bernard, Bertrand Rivet. Operationalization of Conceptual Imagery for BCIs. EUSIPCO 2015 – 23th European Signal Processing Conference, Aug 2015, Nice, France. pp.2726-2730, ⟨10.1109/EUSIPCO.2015.7362880⟩. ⟨hal-01208428⟩
  • Saman Noorzadeh, Bertrand Rivet, Pierre-Yves Guméry. An Application of Gaussian Processes on Ocular Artifact Removal from EEG. EMBC 2015 – 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7318422⟩. ⟨hal-01197114⟩
  • 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. ⟨10.1109/EMBC.2015.7319999⟩. ⟨hal-01195942⟩
  • Wendyam S. B. 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⟩
  • Emmanuelle Kristensen, Anne Guérin-Dugué, Bertrand Rivet. Comparison Between Adjar and xDawn Algorithms to Estimate Eye-Fixation Related Potentials Distorted by Overlapping. NER 2015 – 7th International IEEE/EMBS Conference on Neural Engineering, Apr 2015, Montpellier, France. pp.976-979, ⟨10.1109/NER.2015.7146789⟩. ⟨hal-01158556⟩
  • Hélène Devillez, Emmanuelle Kristensen, Nathalie Guyader, Bertrand Rivet, Anne Guérin-Dugué. The P300 potential for fixations onto target object when exploring natural scenes during a visual task after denoising overlapped EFRP. NER 2015 – 7th International IEEE/EMBS Conference on Neural Engineering, Apr 2015, Montpellier, France. ⟨10.1109/NER.2015.7146801⟩. ⟨hal-01158559⟩
  • Saman Noorzadeh, Bertrand Rivet, Pierre-Yves Guméry. A multi-modal approach using a non-parametric model to extract fetal ECG. ICASSP 2015 – 40th IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178086⟩. ⟨hal-01208418⟩
  • 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⟩
  • Saman Noorzadeh, Bertrand Rivet, Pierre-Yves Guméry. Enhancing Fetal ECG Using Gaussian Process. IMA International Conference on Mathematics in Signal Processing, Dec 2014, Birmingham, United Kingdom. ⟨hal-01133615⟩
  • Nataliya Kos’Myna, Franck Tarpin-Bernard, Bertrand Rivet. Drone, Your Brain, Ring Course: Accept the Challenge and Prevail!. UbiComp 2014 – ACM International Joint Conference on Pervasive and Ubiquitous Computing, Sep 2014, Seattle, United States. ⟨hal-01096192⟩
  • 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. ⟨10.1109/EMBC.2014.6943979⟩. ⟨hal-01080120⟩
  • Hubert Cecotti, Bertrand Rivet. Improving single-trial detection of event-related potentials through artificial deformed signals. EMBC 2014 – 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2014, Chicago, United States. pp.4115 – 4118, ⟨10.1109/EMBC.2014.6944529⟩. ⟨hal-01096190⟩
  • 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⟩
  • 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⟩
  • Hubert Cecotti, Bertrand Rivet. Performance estimation of a cooperative brain-computer interface based on the detection of steady-state visual evoked potentials. ICASSP 2014 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.2078-2082. ⟨hal-00997854⟩
  • Nataliya Kos’Myna, Franck Tarpin-Bernard, Bertrand Rivet. Bidirectional Feedback in Motor Imagery BCIs: Learn to Control a Drone within 5 Minutes. CHI 2014 – ACM Conference on Human Factors in Computing Systems, Apr 2014, Toronto, Canada. ⟨10.1145/2559206.2574820⟩. ⟨hal-01096194⟩
  • Nataliya Kos’Myna, Franck Tarpin-Bernard, Bertrand Rivet. Towards a general architecture for a co-learning of brain computer interfaces. NER 2013 – 6th International IEEE/EMBS Conference on Neural Engineering, Nov 2013, San Diego, Californie, United States. pp.1054-1057. ⟨hal-00931105⟩
  • 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⟩
  • Mahsa Akhbari, Mohammad Niknazar, Christian Jutten, Mohammad Bagher Shamsollahi, Bertrand Rivet. Fetal Electrocardiogram R-peak Detection using Robust Tensor Decomposition and Extended Kalman Filtering. CinC 2013 – Computing in Cardiology Conference, Sep 2013, Zaragoza, Spain. ⟨hal-01094992⟩
  • 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⟩
  • Antoine Souloumiac, Bertrand Rivet. Improved estimation of EEG evoked potentials by jitter compensation and enhancing spatial filters. ICASSP 2013 – 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.1222-1226, ⟨10.1109/ICASSP.2013.6637845⟩. ⟨cea-01830773⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Pauline Larue, Pierre Jallon, Bertrand Rivet. Modified k-mean clustering method of HMM states for initialization of Baum-Welch training algorithm. EUSIPCO 2011 – 19th European Signal Processing Conference, Aug 2011, Barcelone, Spain. pp.951-955. ⟨hal-00620012⟩
  • Bertrand Rivet, Hubert Cecotti, Antoine Souloumiac, Emmanuel Maby, Jérémie Mattout. Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI. EUSIPCO 2011 – 19th European Signal Processing Conference (EUSIPCO 2011), Aug 2011, Barcelone, Spain. pp.1382-1386. ⟨cea-05693110⟩
  • Bertrand Rivet, Christian Jutten. When silence is gold. EUSIPCO 2011 – 19th European Signal Processing Conference, Aug 2011, Barcelone, Spain. ⟨hal-00619984⟩
  • Bertrand Rivet, Hubert Cecotti, Antoine Souloumiac, Emmanuel Maby, Jérémie Mattout. Theoretical analysis of xDAWN algorithm: application to an efficient sensor selection in a P300 BCI. EUSIPCO 2011 – 19th European Signal Processing Conference, Aug 2011, Barcelone, Spain. pp.1382-1386. ⟨hal-00619997⟩
  • Hubert Cecotti, Bertrand Rivet. Effect of the visual signals structure on steady-state visual evoked potentials detection. ICASSP 2011 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.657-660. ⟨hal-00597975⟩
  • Hubert Cecotti, Bertrand Rivet. A pilot study for improving the graphical user interface of P300 based BCIs. Workshop TOBI (Tools for Brain computer Interaction), Translational Issues in BCI Development: User Needs, Ethics, and Technology Transfer, Dec 2010, Rome, Italy. pp.32-33. ⟨hal-00537293⟩
  • Hubert Cecotti, Bertrand Rivet. A solution to solve the dilemma of high frequencies and LCD screen for SSVEP responses. Workshop TOBI (Tools for Brain computer Interaction), Translational Issues in BCI Development: User Needs, Ethics, and Technology Transfer, Dec 2010, Rome, Italy. pp.34-35. ⟨hal-00537296⟩
  • Hubert Cecotti, Ronald Phlypo, Bertrand Rivet, Marco Congedo, Emmanuel Maby, et al.. Impact of the time segment analysis for P300 detection with spatial filtering. ISABEL 2010 – 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies, Nov 2010, Rome, Italy. 5 p. ⟨hal-00536275⟩
  • Hubert Cecotti, Grégoire Saint-Ellier, Bertrand Rivet, Margaux Perrin, Emmanuel Maby, et al.. Reducing Calibration Time for the P300 Brain-Computer Interface Speller. Neurocomp 2010 – Cinquième conférence plénière française de Neurosciences Computationnelles – 5th French Conference on Computational Neuroscience / Cinquième conférence plénière française de Neurosciences Computationnelles, Oct 2010, Lyon, France. pp.210-214. ⟨hal-00536111⟩
  • Ronald Phlypo, Nisrine Jrad, Bertrand Rivet, Marco Congedo. Common SpatioTemporal Pattern Analysis. LVA/ICA 2010 – 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.596–603, ⟨10.1007/978-3-642-15995-4_74⟩. ⟨hal-00524884⟩
  • 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⟩
  • Bertrand Rivet, Hubert Cecotti, Ronald Phlypo, Olivier Bertrand, Emmanuel Maby, et al.. EEG sensor selection by sparse spatial filtering in P300 speller brain-computer interface. EMBC 2010 – 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2010, Buenos Aires, Argentina. pp.n.c, ⟨10.1109/IEMBS.2010.5626485⟩. ⟨hal-00517388⟩
  • 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⟩
  • 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⟩
  • Bertrand Rivet, Jonathon Chambers. Multimodal Source Separation. NoLISP, Jun 2009, Vic, Spain. ⟨hal-00456100⟩
  • Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina, Olivier Bertrand. Sensor selection for P300 speller brain computer interface. ESANN 2009 – 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. ⟨hal-00379376⟩
  • Bertrand Rivet. Blind Non-stationnary Sources Separation by Sparsity in a Linear Instantaneous Mixture. ICA 2009 – 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.314-321. ⟨hal-00370186⟩
  • Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina. P300 Speller brain-computer interface: enhancement of P300 evoked potential by spatial filters P300. EUSIPCO 2008 – 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-00315815⟩
  • Bertrand Rivet, Guillaume Flandin, Antoine Souloumiac, Jean-Baptiste Poline. Blind Source Separation Approaches to Remove Imaging Artefacts in EEG Signals Recorded Simultaneously with fMRI. EUSIPCO 2008 – 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-00315814⟩
  • Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina. P300 speller brain-computer interface: enhancement of P300 evoked potential by spatial filters. EUSIPCO 2008 – 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨cea-05461372⟩
  • Bertrand Rivet. Séparation de sources non-stationnaires par la parcimonie pour un mélange linéaire instantané. JEP 2008 – 27e Journées d’Etudes sur la Parole, Jun 2008, Avignon, France. ⟨hal-00287387⟩
  • Bertrand Rivet, Antoine Souloumiac. Extraction de potentiels évoqués P300 pour les interfaces cerveau-machine. XXIe Colloque GRETSI, Université de Technologie de Troyes, Sep 2007, Troyes, France. pp.625-628. ⟨cea-05688568⟩
  • 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.673-676. ⟨hal-00174745⟩
  • 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. 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⟩
  • 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⟩
  • 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, ⟨10.1109/IEMBS.2007.4352841⟩. ⟨hal-00174738⟩
  • Bertrand Rivet, Antoine Souloumiac. Subspace estimation approach to P300 detection and application to Brain-Computer Interface. 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.5071-5074, ⟨10.1109/IEMBS.2007.4353480⟩. ⟨cea-05688554⟩
  • 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⟩
  • David Sodoyer, Bertrand Rivet, Laurent Girin, Jean-Luc Schwartz, Christian Jutten. An analysis of visual speech information applied to voice activity detection. ICASSP 2006 – 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. ICASSP 2006 – IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2006, Toulouse, France. ⟨hal-00098153⟩
  • 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⟩

Thèses1 document

  • Bertrand Rivet. La bimodalité de la parole au secours de la séparation de sources. Traitement du signal et de l’image [eess.SP]. Institut National Polytechnique de Grenoble – INPG, 2006. Français. ⟨NNT : ⟩. ⟨tel-00200871⟩

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