Audrey Giremus

70 papers A 1B 1C 3Misc 12Journal 21Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Clustered Approach to Adaptive Kriging Particle Filter for Magnetic Field-Aided Navigation. EUSIPCO Bastien Hubert, Karim Dahia, Nicolas Merlinge, Audrey Giremus
2025	—	`conf`	Continuous-Time Filtering in Lie Groups: Estimation via the Fréchet mean of solutions to stochastic differential equations. GSI (2) Marc Arnaudon, Magalie Bénéfice, Audrey Giremus
2025	—	`conf`	On the Endmembers Detection for Hyperspectral Imaging in the High-Dimensional Regime. EUSIPCO H. Jeannin, Florent Bouchard, Pascal Vallet, Guillaume Ginolhac, Audrey Giremus
2024	J	`jnl`	A New Statistic for Testing Covariance Equality in High-Dimensional Gaussian Low-Rank Models. IEEE Trans. Signal Process. Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac
2024	C	`conf`	Adaptive Kriging Particle Filter and its Application to Terrain-Aided Navigation. FUSION Bastien Hubert, Karim Dahia, Nicolas Merlinge, Audrey Giremus
2024	J	`jnl`	An intrinsic Bayesian bound for estimators on the Lie groups SO(3) and SE(3). Signal Process. Samy Labsir, Audrey Giremus, Brice Yver, Thomas Benoudiba-Campanini
2024	—	`conf`	Tight Hybridization of Long Short-Term Memory Neural Networks and Robust Kalman Filter for Remaining Useful Life Estimation of Proton Exchange Membrane Fuel Cells. EUSIPCO Mathias Lecroart, Audrey Giremus, Tudor-Bogdan Airimitoaie, Mathieu Chevrié, Christophe Farges
2023	—	`conf`	Terrain-Aided SLAM with Limited-Size Reference Maps Using Gaussian Processes. EUSIPCO Camille Palmier, Audrey Giremus, Pierre Minvielle, Cornelia Paula Vacar, Guillaume Bourmaud
2022	—	`conf`	Automatic selection of latent variables in variational auto-encoders. EUSIPCO Emma Jouffroy, Audrey Giremus, Yannick Berthoumieu, Olivier Bach, Alain Hugget
2021	—	`conf`	Change Detection in The Covariance Structure of High-Dimensional Gaussian Low-Rank Models. SSP Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac
2021	J	`jnl`	DFA-based abacuses providing the Hurst exponent estimate for short-memory processes. Digit. Signal Process. Eric J. Grivel, Bastien Berthelot, Pierrick Legrand, Audrey Giremus
2021	J	`jnl`	Joint shape and centroid position tracking of a cluster of space debris by filtering on Lie groups. Signal Process. Samy Labsir, Audrey Giremus, Brice Yver, Thomas Benoudiba-Campanini
2020	—	`conf`	A Lie-group based modelling for centroid and shape estimation of a cluster of space debris. EUSIPCO Samy Labsir, Audrey Giremus, Brice Yver, Thomas Benoudiba-Campanini
2020	—	`conf`	Sea Target Classification Based on An A Priori Motion Model. EUSIPCO Jimmy Bondu, Éric Grivel, Audrey Giremus, Pierrick Legrand, Vincent Corretja, Marie Pommier
2019	J	`jnl`	A Bayesian Nonparametric Model for Unsupervised Joint Segmentation of a Collection of Images. IEEE Access Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, François Caron
2019	Misc	`conf`	Tracking a Cluster of Space Debris in Low Orbit by Filtering on Lie Groups. ICASSP Samy Labsir, Audrey Giremus, Guillaume Bourmaud, Brice Yver, Thomas Benoudiba-Campanini
2018	C	`conf`	A Hierarchical LMB/PHD Filter for Multiple Groups of Targets with Coordinated Motions. FUSION Leo Legrand, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph, Clement Magnant
2018	Misc	`conf`	Generative Model and Associated Metric for Coordinated-Motion Target Groups. ICASSP Leo Legrand, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
2018	J	`jnl`	Linear MALDI-ToF simultaneous spectrum deconvolution and baseline removal. BMC Bioinform. Vincent Picaud, Jean-François Giovannelli, Caroline Truntzer, Jean-Philippe Charrier, Audrey Giremus, Pierre Grangeat, Catherine Mercier
2018	—	`conf`	LoRa Physical Layer Principle and Performance Analysis. ICECS Guillaume Ferré, Audrey Giremus
2018	J	`jnl`	Variance component analysis to assess protein quantification in biomarker validation: application to selected reaction monitoring-mass spectrometry. BMC Bioinform. 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
2017	Misc	`conf`	A generalized Swendsen-Wang algorithm for Bayesian nonparametric joint segmentation of multiple images. ICASSP Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, Jean-François Giovannelli
2017	J	`jnl`	Bayesian inference for biomarker discovery in proteomics: an analytic solution. EURASIP J. Bioinform. Syst. Biol. Noura Dridi, Audrey Giremus, Jean-François Giovannelli, Caroline Truntzer, Melita Hadzagic, Jean-Philippe Charrier, Laurent Gerfault, Patrick Ducoroy, Bruno Lacroix, Pierre Grangeat, Pascal Roy
2017	Misc	`conf`	Bernoulli filter based algorithm for joint target tracking and classification in a cluttered environment. ICASSP Leo Legrand, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
2017	—	`conf`	Jeffrey's divergence between autoregressive moving-average processes. EUSIPCO Leo Legrand, Éric Grivel, Audrey Giremus
2016	—	`conf`	A Bayesian non parametric time-switching autoregressive model for multipath errors in GPS navigation. SAM Audrey Giremus, Vincent Pereira
2016	J	`jnl`	Bayesian non-parametric methods for dynamic state-noise covariance matrix estimation: Application to target tracking. Signal Process. Clément Magnant, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
2016	J	`jnl`	From Intrinsic Optimization to Iterated Extended Kalman Filtering on Lie Groups. J. Math. Imaging Vis. Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
2016	—	`conf`	Joint segmentation of multiple images with shared classes: A Bayesian nonparametrics approach. SSP Jessica Sodjo, Audrey Giremus, François Caron, Jean-François Giovannelli, Nicolas Dobigeon
2015	—	`conf`	Classifying autoregressive models using dissimilarity measures: A comparative study. EUSIPCO Clement Magnant, Éric Grivel, Audrey Giremus, Laurent Ratton, Bernard Joseph
2015	J	`jnl`	Continuous-Discrete Extended Kalman Filter on Matrix Lie Groups Using Concentrated Gaussian Distributions. J. Math. Imaging Vis. Guillaume Bourmaud, Rémi Mégret, Marc Arnaudon, Audrey Giremus
2015	—	`conf`	Dirichlet-process-mixture-based Bayesian nonparametric method for Markov switching process estimation. EUSIPCO Clement Magnant, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
2015	J	`jnl`	Jeffrey's divergence for state-space model comparison. Signal Process. Clement Magnant, Éric Grivel, Audrey Giremus, Bernard Joseph, Laurent Ratton
2015	C	`conf`	Joint tracking and classification based on kinematic and target extent measurements. FUSION Clement Magnant, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
2015	J	`jnl`	On Computing Jeffrey's Divergence Between Time-Varying Autoregressive Models. IEEE Signal Process. Lett. Clement Magnant, Audrey Giremus, Éric Grivel
2015	Misc	`conf`	Potts model parameter estimation in Bayesian segmentation of piecewise constant images. ICASSP Roxana-Gabriela Rosu, Jean-François Giovannelli, Audrey Giremus, Cornelia Paula Vacar
2015	A	`conf`	Robust Wearable Camera Localization as a Target Tracking Problem on SE(3). BMVC Guillaume Bourmaud, Audrey Giremus
2014	—	`conf`	Bayesian noise model selection and system identification based on approximation of the evidence. SSP Jean-François Giovannelli, Audrey Giremus
2014	J	`jnl`	Classification of Proteomic MS Data as Bayesian Solution of an Inverse Problem. IEEE Access Pascal Szacherski, Jean-François Giovannelli, Laurent Gerfault, Pierre Mahé, Jean-Philippe Charrier, Audrey Giremus, Bruno Lacroix, Pierre Grangeat
2014	—	`conf`	Global Motion Estimation from Relative Measurements in the Presence of Outliers. ACCV (5) Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
2014	B	`conf`	Global motion estimation from relative measurements using iterated extended Kalman filter on matrix LIE groups. ICIP Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
2014	—	`conf`	Relevance of Dirichlet process mixtures for modeling interferences in underlay cognitive radio. EUSIPCO Vincent Pereira, Guillaume Ferré, Audrey Giremus, Éric Grivel
2014	J	`jnl`	Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter. Signal Process. Chao Lin, Georg Kail, Audrey Giremus, Corinne Mailhes, Jean-Yves Tourneret, Franz Hlawatsch
2014	Misc	`conf`	Variable selection for noisy data applied in proteomics. ICASSP Noura Dridi, Audrey Giremus, Jean-François Giovannelli, Caroline Truntzer, Pascal Roy, L. Gerfaut, Jean-Philippe Charrier, Patrick Ducoroy, Catherine Mercier, Pierre Grangeat
2013	—	`conf`	Discrete Extended Kalman Filter on Lie groups. EUSIPCO Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
2013	—	`conf`	Jeffreys divergence between state models: Application to target tracking using multiple models. EUSIPCO Clement Magnant, Audrey Giremus, Éric Grivel
2013	Misc	`conf`	Online EM estimation of the Dirichlet process mixtures scale parameter to model the GPS multipath error. ICASSP Vincent Pereira, Audrey Giremus, Asma Rabaoui, Éric Grivel
2013	Misc	`conf`	Variable selection for a mixed population applied in proteomics. ICASSP F. Adjed, Jean-François Giovannelli, Audrey Giremus, Noura Dridi, Pascal Szacherski
2012	—	`conf`	A Boltzmann machine to model the multipath environment for particle filtering based GPS navigation. EUSIPCO Vincent Pereira, Audrey Giremus, Éric Grivel
2012	—	`conf`	Beat-to-beat P and T wave delineation in ECG signals using a marginalized particle filter. EUSIPCO Chao Lin, Audrey Giremus, Corinne Mailhes, Jean-Yves Tourneret
2012	J	`jnl`	Modeling of Multipath Environment Using Copulas for Particle Filtering Based GPS Navigation. IEEE Signal Process. Lett. Vincent Pereira, Audrey Giremus, Éric Grivel
2012	—	`conf`	Robust MS serum sample classification in proteomics by the use of inverse problems. GENSiPS Pascal Szacherski, Jean-François Giovannelli, Laurent Gerfault, Audrey Giremus, Pierre Grangeat
2011	J	`jnl`	Automated Parameter Estimation of the Hodgkin-Huxley Model Using the Differential Evolution Algorithm: Application to Neuromimetic Analog Integrated Circuits. Neural Comput. Laure Buhry, Filippo Grassia, Audrey Giremus, Éric Grivel, Sylvie Renaud, Sylvain Saïghi
2011	Misc	`conf`	Bayesian detection of interference in satellite navigation systems. ICASSP Frederic Faurie, Audrey Giremus
2010	J	`jnl`	A Fixed-Lag Particle Filter for the Joint Detection/Compensation of Interference Effects in GPS Navigation. IEEE Trans. Signal Process. Audrey Giremus, Jean-Yves Tourneret, Arnaud Doucet
2010	J	`jnl`	A Rao-Blackwellized Particle Filter for Joint Channel/Symbol Estimation in MC-DS-CDMA Systems. IEEE Trans. Commun. Audrey Giremus, Éric Grivel, Julie Grolleau, Mohamed Najim
2010	Misc	`conf`	Combining generalized likelihood ratio and M-estimation for the detection/compensation of GPS measurement biases. ICASSP Frederic Faurie, Audrey Giremus
2009	Misc	`conf`	Fault detection combining interacting multiple model and multiple solution separation for aviation satellite navigation system. ICASSP Frederic Faurie, Audrey Giremus, Éric Grivel
2009	—	`conf`	Is H∞ filtering relevant for correlated noises in GPS navigation? DPS Audrey Giremus, Éric Grivel, Francis Castanie
2009	J	`jnl`	Joint Particle Filter and UKF Position Tracking in Severe Non-Line-of-Sight Situations. IEEE J. Sel. Top. Signal Process. Jose M. Huerta, Josep Vidal, Audrey Giremus, Jean-Yves Tourneret
2009	—	`conf`	New variants of the differential evolution algorithm: Application for neuroscientists. EUSIPCO Laure Buhry, Audrey Giremus, Éric Grivel, Sylvain Saïghi, Sylvie Renaud
2009	Misc	`conf`	Small-group learning projects to make signal processing more appealing: From speech processing to OFDMA synchronization. ICASSP Guillaume Ferré, Audrey Giremus, Éric Grivel
2008	—	`conf`	An Unscented Kalman filter based maximum likelihood ratio for NLOS bias detection in UMTS localization. EUSIPCO Audrey Giremus, Julie Grolleau
2007	J	`jnl`	A Particle Filtering Approach for Joint Detection/Estimation of Multipath Effects on GPS Measurements. IEEE Trans. Signal Process. Audrey Giremus, Jean-Yves Tourneret, Vincent Calmettes
2007	—	`conf`	Cross-Coupled Rao-Blackwellized Particle and Kalman Filters for the Joint Symbol-Channel Estimation in MC-DS-CDMA Systems. MCSS Julie Grolleau, Audrey Giremus, Éric Grivel
2007	—	`conf`	Multipath Estimation in the Global Positioning System for Multicorrelator Receivers. ICASSP (3) Mariana Spangenberg, Audrey Giremus, Philippe Poiré, Jean-Yves Tourneret
2006	—	`conf`	Controlling particle filter regularization for GPS/INS hybridization. EUSIPCO Audrey Giremus, Jean-Yves Tourneret
2005	—	`conf`	Joint detection/estimation of multipath effects for the Global Positioning System. ICASSP (4) Audrey Giremus, Jean-Yves Tourneret
2004	—	`conf`	A Rao-Blackwellized particle filter for INS/GPS integration. ICASSP (3) Audrey Giremus, Arnaud Doucet, Vincent Calmettes, Jean-Yves Tourneret
2004	—	`conf`	Nonlinear filtering approaches for INS/GPS integration. EUSIPCO Audrey Giremus, Arnaud Doucet, Anne-Christine Escher, Jean-Yves Tourneret