Audrey GIREMUS

Associate Professor

Research group : SIGNAL AND IMAGE PROCESSING

Team : SPECTRAL

Tel : 0540008426

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Article (25)

A New Statistic for Testing Covariance Equality in High-Dimensional Gaussian Low-Rank Models Auteur(s): Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac Lien HAL : https://hal.univ-grenoble-alpes.fr/hal-04541895 A Fixed-Lag Particle Filter for the Joint Detection/Compensation of Interference Effects in GPS Navigation Auteur(s): Audrey Giremus, Jean-Yves Tourneret, Arnaud Doucet Lien HAL : https://hal.science/hal-04240993 Reconstruction of buried thermal sources from surface temperature fields by Bayesian inference Auteur(s): Hugo Boue, Marie-Marthe Groz, Anissa Meziane, Emmanuelle Abisset, Audrey Giremus Lien HAL : https://hal.science/hal-04355250 DFA-based abacuses providing the Hurst exponent estimate for short-memory processes Auteur(s): Eric Grivel, Bastien Berthelot, Pierrick Legrand, Audrey Giremus Lien HAL : https://hal.science/hal-03225784 An intrinsic Bayesian bound for estimators on the Lie groups SO(3) and SE(3) Auteur(s): Samy Labsir, Audrey Giremus, B. Yver, Thomas Benoudiba-Campanini Lien HAL : https://hal.science/hal-04352851 A particle filtering approach for joint detection/estimation of multipath effects on GPS measurements Auteur(s): Audrey Giremus, Jean-Yves Tourneret, Vincent Calmettes Lien HAL : https://hal.science/hal-03593966 Detecting Changes in European Shoreline Evolution Trends Using Markov Chains and the Eurosion Database Auteur(s): Gonéri Le Cozannet, Carlos Oliveros, Olivier Brivois, Audrey Giremus, Manuel Garcin, Franck Lavigne Lien HAL : https://brgm.hal.science/hal-02913680 Joint Particle Filter and UKF Position Tracking in Severe Non-Line-Of-Sight Situations Auteur(s): Jose M. Huerta, Josep Vidal, Audrey Giremus, Jean-Yves Tourneret Lien HAL : https://hal.science/hal-03573223 Definition of the fluctuation function in the detrendred fluctuation analysis and its variant Auteur(s): Bastien Berthelot, Eric Grivel, Pierrick Legrand, Audrey Giremus Lien HAL : https://hal.science/hal-03409799 Joint shape and centroid position tracking of a cluster of space debris by filtering on Lie groups Auteur(s): S. Labsir, A. Giremus, B. Yver, T. Benoudiba–campanini Lien HAL : https://hal.science/hal-03257315 Variance component analysis to assess protein quantification in biomarker validation: Application to SRM mass spectrometry Auteur(s): Amna Klich, Catherine Mercier, Laurent Gerfault, Pierre Grangeat, Corinne Beaulieu, Elodie Degout-Charmette, Tanguy Fortin, Pierre Mahé, Jean-François Giovannelli, Jean-Philippe Charrier, Audrey Giremus, Delphine Maucort Boulch, Pascal Roy Lien HAL : https://hal.science/hal-02531646 Bayesian inference for biomarker discovery in proteomics: an analytic solution Auteur(s): Noura Dridi, Audrey Giremus, Jean-François Giovannelli, Caroline Truntzer, Melita Hadzagic, Jean-Philippe Charrier, Laurent Gerfault, Patrick Ducoroy, Bruno Lacroix, Pierre Grangeat, Pascal Roy Lien HAL : https://hal.science/hal-01695376 Linear MALDI-ToF simultaneous spectrum deconvolution and baseline removal Auteur(s): Vincent Picaud, Jean-François Giovannelli, Caroline Truntzer, Jean-Philippe Charrier, Audrey Giremus, Pierre Grangeat, Catherine Mercier Lien HAL : https://cea.hal.science/cea-01917788 Classification of Proteomic MS Data as Bayesian Solution of an Inverse Problem Auteur(s): Pascal Szacherski, Jean-François Giovannelli, Laurent Gerfault, Pierre Mahé, Jean-Philippe Charrier, Audrey Giremus, Bruno Lacroix, Pierre Grangeat Lien HAL : https://cea.hal.science/cea-01615512 Jeffrey’s Divergence for State-Space Model Comparison Auteur(s): Clément Magnant, Eric Grivel, Audrey Giremus, Bernard Joseph, Laurent Ratton Lien HAL : https://hal.science/hal-01287371 On Computing Jeffrey’s Divergence Between Time-Varying Autoregressive Models Auteur(s): Clément Magnant, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-01287370 Continuous-Discrete Extended Kalman Filter on Matrix Lie Groups Using Concentrated Gaussian Distributions Auteur(s): Guillaume Bourmaud, Rémi Mégret, Marc Arnaudon, Audrey Giremus Lien HAL : https://hal.science/hal-01311170 Bayesian Non-Parametric Methods for Dynamic State-Noise Covariance Matrix Estimation: Application to Target Tracking Auteur(s): Clément Magnant, Audrey Giremus, Eric Grivel, Laurent Ratton, Bernard Joseph Lien HAL : https://hal.science/hal-01287376 From Intrinsic Optimization to Iterated Extended Kalman Filtering on Lie Groups Auteur(s): Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01311169 Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter Auteur(s): Chao Lin, Georg Kail, Audrey Giremus, Corinne Mailhes, Jean-Yves Tourneret, Franz Hlawatsch Lien HAL : https://hal.science/hal-01117225 Modeling of Multipath Environment Using Copulas for Particle Filtering Based GPS Navigation Auteur(s): Vincent Pereira, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-00772294 Automated Parameter Estimation of the Hodgkin-Huxley Model Using the Differential Evolution Algorithm: Application to Neuromimetic Analog Integrated Circuits Auteur(s): Laure Buhry, Filippo Grassia, Audrey Giremus, Eric Grivel, Sylvie Renaud, Sylvain Saïghi Lien HAL : https://hal.science/hal-00625448 A Rao-Blackwellized particle filter for joint channel/symbol estimation in MC-DS-CDMA systems Auteur(s): Audrey Giremus, Eric Grivel, Julie Grolleau, Mohamed Najim Lien HAL : https://hal.science/hal-00413365 Découvrir le traitement du signal et de l'image grâce à des projets personnalisés : du traitement de la parole à la télécommande virtuelle Auteur(s): Audrey Giremus, Rémi Mégret, Eric Grivel, Olivier Lavialle, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00400049 Joint Particle Filter and UKF Position Tracking in Severe Non-Line-of-Sight Situations Auteur(s): José Huerta, Josep Vidal, Audrey Giremus, Jean-Yves Tourneret Lien HAL : https://hal.science/hal-00400733

Conference proceedings (62)

A Lie-group based modelling for centroid and shape estimation of a cluster of space debris Auteur(s): Samy Labsir, Audrey Giremus, Brice Yver, Thomas Benoudiba-Campanini Lien HAL : https://hal.science/hal-04538262 Détection de changements dans les modèles gaussiens de rang K appliquée à l'imagerie SAR Auteur(s): Rémi Beisson, Guillaume Ginolhac, Pascal Vallet, Audrey Giremus Lien HAL : https://hal.science/hal-04234480 Convergence entre l’analyse biostatistique et les méthodes d’inversion hiérarchique bayésienne pour la recherche et la validation de biomarqueurs par spectrométrie de masse Auteur(s): Pierre Grangeat, Jean-François Giovannelli, Pascal Roy, Vincent Picaud, Caroline Truntzer, Jérôme Lemoine, Pierre Mahé, Jean-Philippe Charrier, Laurent Gerfault, Pascal Szacherski, Audrey Giremus, Noura Dridi, Amna Klich, Catherine Mercier, Delphine Maucort-Boulch, Olivier Gal, Patrick Ducoroy, Arnaud Salvador, Tanguy Fortin, Geneviève Choquet-Kastylevsky, Bruno Lacroix Lien HAL : https://cea.hal.science/cea-03996401 Détection de changements dans les modèles gaussiens de rang 1 Auteur(s): Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac Lien HAL : https://hal.univ-grenoble-alpes.fr/hal-03778401 CHANGE DETECTION IN THE COVARIANCE STRUCTURE OF HIGH-DIMENSIONAL GAUSSIAN LOW-RANK MODELS Auteur(s): R. Beisson, P. Vallet, A. Giremus, G. Ginolhac Lien HAL : https://hal.univ-grenoble-alpes.fr/hal-03521255 Modèle et algorithme sur groupe de Lie pour l’estimation de la forme d’un amas de débris spatiaux Auteur(s): Samy Labsir, Audrey Giremus, Brice Yver, Thomas Benoudiba-Campanini Lien HAL : https://hal.science/hal-02531554 Robust wearable camera localization as a target tracking problem on SE(3) Auteur(s): Guillaume Bourmaud, Audrey Giremus Lien HAL : https://hal.science/hal-02531608 Global motion estimation from relative measurements using iterated extended Kalman filter on matrix Lie groups Auteur(s): Guillaume Bourmaud, Rémi Megret, Audrey Giremus, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02531613 Tracking a cluster of space debris in low orbit by filtering on Lie groups Auteur(s): Samy Labsir, Audrey Giremus, Brice Yver, Thomas Benoudiba-Campanini Lien HAL : https://hal.science/hal-02531539 A Bayesian non parametric time-switching autoregressive model for multipath errors in GPS navigation Auteur(s): Audrey Giremus, Vincent Pereira Lien HAL : https://hal.science/hal-02531594 Sea Target Classification Based On An A Priori Motion Model Auteur(s): Jimmy Bondu, Eric Grivel, Audrey Giremus, Pierrick Legrand, Vincent Corretja, Marie Pommier Lien HAL : https://hal.science/hal-02716100 LoRa Physical Layer Principle and Performance Analysis Auteur(s): Guillaume Ferré, Audrey Giremus Lien HAL : https://hal.science/hal-01977497 VARIABLE SELECTION FOR NOISY DATA APPLIED IN PROTEOMICS Auteur(s): N. Dridi, A. Giremus, J.-F Giovannelli, C. Truntzer, Pascal Roy, L Gerfaut, J.-P Charrier, P. Ducoroy, C Mercier, P Grangeat Lien HAL : https://hal.science/hal-01722157 Potts model parameter estimation in Bayesian segmentation of piecewise constant images Auteur(s): Roxana-Gabriela Rosu, Jean-François Giovannelli, Cornelia Vacar, Audrey Giremus Lien HAL : https://hal.science/hal-01695945 Bayesian noise model selection and system identification using Chib's approximation based on the Metropolis-Hastings sampler Auteur(s): Andrei-Cristian Bărbos, Audrey Giremus, Jean-François Giovannelli Lien HAL : https://hal.science/hal-01729077 A generalized Swendsen-Wang algorithm for Bayesian nonparametric joint segmentation of multiple images Auteur(s): Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, Jean-François Giovannelli Lien HAL : https://hal.science/hal-01695104 An Hierarchical LMB/PHD Filter for Multiple Groups of Targets with Coordinated Motions Auteur(s): Léo Legrand, Audrey Giremus, Eric Grivel, Laurent Ratton, Bernard Joseph, Clément Magnant Lien HAL : https://hal.science/hal-01782360 Expression explicite de l'évidence pour l'estimation du nombre de composantes d'un mélange de gaussiennes : cas particulier d'un petit nombre d'observations Auteur(s): Jessica Sodjo, Audrey Giremus, Jean-François Giovannelli Lien HAL : https://hal.science/hal-01722787 Generative model and associated metric for coordinated-motion target groups Auteur(s): Léo Legrand, Audrey Giremus, Eric Grivel, Laurent Ratton, Bernard Joseph Lien HAL : https://hal.science/hal-01708195 Interprétation de la divergence de Jeffrey entre processus de type autorégressif et/ou à moyenne ajustée Auteur(s): Eric Grivel, Léo Legrand, Audrey Giremus Lien HAL : https://hal.science/hal-01549819 Joint segmentation of multiple images with shared classes: a Bayesian nonparametrics approach Auteur(s): Jessica Sodjo, Audrey Giremus, François Caron, Jean-François Giovannelli, Nicolas Dobigeon Lien HAL : https://hal.science/hal-01695100v2 Jeffrey’s divergence between autoregressive moving-average processes Auteur(s): Léo Legrand, Eric Grivel, Audrey Giremus Lien HAL : https://hal.science/hal-01532735 Bernoulli filter based algorithm for joint target tracking and classification in a cluttered environment Auteur(s): Léo Legrand, Audrey Giremus, Eric Grivel, Laurent Ratton, Bernard Joseph Lien HAL : https://hal.science/hal-01443223 DPM-Based Bayesian Nonparametric Method For Markov Switching Process Estimation Auteur(s): Clément Magnant, Audrey Giremus, Eric Grivel, Laurent Ratton, Bernard Joseph Lien HAL : https://hal.science/hal-01287387 Joint Tracking and Classification Based on Kinematic and Target Extent Measurements Auteur(s): Clément Magnant, Audrey Giremus, Eric Grivel, Laurent Ratton, Bernard Joseph Lien HAL : https://hal.science/hal-01287385 Multi-target Tracking Using a PHD-based Joint Tracking and Classification Algorithm Auteur(s): Clément Magnant, Audrey Giremus, Eric Grivel, Laurent Ratton, Bernard Joseph Lien HAL : https://hal.science/hal-01287392 Classifying Autoregressive Models Using Dissimilarity Measures: A Comparative Study Auteur(s): Clément Magnant, Eric Grivel, Audrey Giremus, Bernard Joseph, Laurent Ratton Lien HAL : https://hal.science/hal-01287386 Classifying Several State Models using Jeffrey’s Divergence: Application to Target Tracking Auteur(s): Clément Magnant, Eric Grivel, Audrey Giremus, Bernard Joseph, Laurent Ratton Lien HAL : https://hal.science/hal-01287378 Relevance of Dirichlet Process Mixtures for Modeling Interferences in Underlay Cognitive Radio Auteur(s): Vincent Pereira, Guillaume Ferré, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-01287380 Online EM estimation of the Dirichlet process mixtures scale parameter to model the GPS multipath error Auteur(s): Vincent Pereira, Audrey Giremus, Asma Rabaoui, Eric Grivel Lien HAL : https://hal.science/hal-00959352 Compensation dynamique des perturbations magnétiques pour l'estimation d'attitude d'un micro-drone Auteur(s): Julien Metge, Rémi Megret, Audrey Giremus, Yannick Berthoumieu, Christophe Mazel Lien HAL : https://hal.science/hal-00959390 Jeffreys Divergence Between State Models: Application to Target Tracking Using Multiple Models Auteur(s): Clément Magnant, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-00959343 Beat-to-beat P and T Wave Delineation in ECG Signals Using a Marginalized Particle Filter Auteur(s): Lin Chao, Audrey Giremus, Corinne Mailhes, Jean-Yves Tourneret Lien HAL : https://hal.science/hal-00959358 Dynamic magnetic field compensation for micro UAV attitude estimation Auteur(s): Julien Metge, Rémi Megret, Audrey Giremus, Yannick Berthoumieu, Christophe Mazel Lien HAL : https://hal.science/hal-00959410 Mélanges de processus de Dirichlet pour la modélisation et l'estimation de la densité de probabilité des interférences dégradant le lien secondaire en radio cognitive Auteur(s): Vincent Pereira, Guillaume Ferré, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-00952419 Filtre de Kalman Etendu Discret sur Groupe de Lie Auteur(s): Guillaume Bourmaud, Rémi Megret, Audrey Giremus, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00974370 Une méthode générique pour approcher des lois a posteriori sous contraintes égalité Auteur(s): Asma Rabaoui, Audrey Giremus Lien HAL : https://hal.science/hal-00959387 Variable selection for a mixed population applied in proteomics Auteur(s): Faouzi Adjed, Jean-François Giovannelli, Audrey Giremus, Noura Dridi, Pascal Szacherski Lien HAL : https://hal.science/hal-00879200 Discrete extended Kalman filter on lie groups Auteur(s): Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00903252 MRM protein quantification and serum sample classification Auteur(s): Pascal Szacherski, Laurent Gerfault, Jean-François Giovannelli, Audrey Giremus, Pierre Mahé, Tanguy Fortin, Geneviève Choquet, Amna Klich, Catherine Mercier, Pascal Roy, Arnaud Salvador, Jérôme Lemoine, Jean-Philippe Charrier, Bruno Lacroix, Pierre Grangeat Lien HAL : https://hal.science/hal-00909875 Sélection bayésienne de biomarqueurs : application à un problème de protéomique Auteur(s): Noura Dridi, Audrey Giremus, Jean-François Giovannelli Lien HAL : https://hal.science/hal-00879206 A Boltzmann Machine to Model the Multipath Environment for Particle Filtering Based GPS Navigation Auteur(s): Pereira Vincent, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-00772310 A Generic Method for Protection Level Evaluation Under the Assumption of Two Simultaneous Faulty Measurements Auteur(s): Frederic Faurie, Audrey Giremus, Stanislas Szelewa, Goudon Jean-Claude Lien HAL : https://hal.science/hal-00668869 Apport ces copules pour la navigation GPS en présence de multitrajets par filtrage particulaire Auteur(s): Vincent Pereira, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-00668864 Bayesian detection of interference in satellite navigation systems Auteur(s): Frederic Faurie, Audrey Giremus Lien HAL : https://hal.science/hal-00668857 Robust MS serum sample classification in proteomics by the use of inverse problems Auteur(s): Pascal Szacherski, Jean-François Giovannelli, Laurent Gerfault, Audrey Giremus, Pierre Grangeat Lien HAL : https://hal.science/hal-00744709 Combining generalized likelihood ratio and m-estimation for the detection/compensation of GPS measurement biases Auteur(s): Frederic Faurie, Audrey Giremus Lien HAL : https://hal.science/hal-00584853 Automated Tuning of Analog Neuromimetic Integrated Circuits Auteur(s): L. Buhry, S. Saïghi, A. Giremus, E. Grivel, S. Renaud Lien HAL : https://hal.science/hal-00438269 Fault Detection Combining Interacting Multiple Model and Multiple Solution Separation for Aviation Satellite Navigation System Auteur(s): Frederic Faurie, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-00349755 Small-group learning projects to make signal processing more appealing: From speech processing to OFDMA synchronization Auteur(s): Guillaume Ferré, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-00400717 Un algorithme EM-UKF pour la calibration de capteurs inertiels dans un contexte d'hybridation avec le GPS Auteur(s): Frederic Faurie, Audrey Giremus, Vincent Corretja Lien HAL : https://hal.science/hal-00400743 Is H infinity filtering relevant for correlated noises in GPS navigation ? Auteur(s): Audrey Giremus, Eric Grivel, Francis Castanié Lien HAL : https://hal.science/hal-00413371 New variants of the Differential Evolution algorithm: application for neuroscientists Auteur(s): Laure Buhry, Audrey Giremus, Eric Grivel, Sylvain Saïghi, S. Renaud Lien HAL : https://hal.science/hal-00400824 Parameter estimation of the Hodgkin-Huxley model using metaheuristics: application to neuromimetic analog integrated circuits Auteur(s): Laure Buhry, Sylvain Saïghi, Audrey Giremus, Eric Grivel, Sylvie Renaud Lien HAL : https://hal.science/hal-00347187 An unscented Kalman filter based maximum likelihood ratio for NLOS bias detection in UMTS localization Auteur(s): Audrey Giremus, Julie Grolleau Lien HAL : https://hal.science/hal-00348446 Estimation des paramétres du modéle d'Hodgkin-Huxley par des métaheuristiques Auteur(s): Laure Buhry, Sylvain Saighi, Audrey Giremus, Eric Grivel, Sylvie Renaud Lien HAL : https://hal.science/hal-00331588 Detection and Compensation of Landmark Errors in Monte Carlo Localization Auteur(s): Audrey Giremus, Rémi Mégret, Jean-Yves Tourneret Lien HAL : https://hal.science/hal-00339406 Multipath estimation in the Global Positioning System for multicorrelator receivers Auteur(s): Mariana Spangenberg, Audrey Giremus, Philippe Poire, Jean-Yves Tourneret Lien HAL : https://hal.science/hal-00183433 Application du filtrage particulaire à l'estimation conjointe symboles-canaux de Rayleigh dans un système MC-DS-CDMA Auteur(s): Julie Grolleau, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-00167685 A GLR algorithm to detect and exclude up to two simultaneous failures in a GPS/Galileo/IRS case. Auteur(s): Audrey Giremus, Anne-Christine Escher Lien HAL : https://hal.science/hal-00183424 Cross-Coupled Rao-Blackwellized particle and Kalman filters for the joint symbol-channel estimation in MC-DS-CDMA systems Auteur(s): Julie Grolleau, Audrey Giremus, Eric Grivel Lien HAL : https://hal.science/hal-00167683 Joint Particle Filter and UKF Position Tracking Under Strong NLOS Situation Auteur(s): José Huerta, Audrey Giremus, Josep Vidal, Jean-Yves Tourneret Lien HAL : https://hal.science/hal-00183857

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