Audrey Giremus

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 24

Top Topics

Joint Segmentation

Top Venues

Signal Process.

Publications

Samy Labsir, Audrey Giremus, Brice Yver, Thomas Benoudiba-Campanini
An intrinsic Bayesian bound for estimators on the Lie groups SO(3) and SE(3). Signal Process. 214 (2024)
Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac
A New Statistic for Testing Covariance Equality in High-Dimensional Gaussian Low-Rank Models. IEEE Trans. Signal Process. 72 (2024)
Camille Palmier, Audrey Giremus, Pierre Minvielle, Cornelia Paula Vacar, Guillaume Bourmaud
Terrain-Aided SLAM with Limited-Size Reference Maps Using Gaussian Processes. EUSIPCO (2023)
Emma Jouffroy, Audrey Giremus, Yannick Berthoumieu, Olivier Bach, Alain Hugget
Automatic selection of latent variables in variational auto-encoders. EUSIPCO (2022)
Rémi Beisson, Pascal Vallet, Audrey Giremus, Guillaume Ginolhac
Change Detection in The Covariance Structure of High-Dimensional Gaussian Low-Rank Models. SSP (2021)
Samy Labsir, Audrey Giremus, Brice Yver, Thomas Benoudiba-Campanini
Joint shape and centroid position tracking of a cluster of space debris by filtering on Lie groups. Signal Process. 183 (2021)
Eric J. Grivel, Bastien Berthelot, Pierrick Legrand, Audrey Giremus
DFA-based abacuses providing the Hurst exponent estimate for short-memory processes. Digit. Signal Process. 116 (2021)
Samy Labsir, Audrey Giremus, Brice Yver, Thomas Benoudiba-Campanini
A Lie-group based modelling for centroid and shape estimation of a cluster of space debris. EUSIPCO (2020)
Jimmy Bondu, Éric Grivel, Audrey Giremus, Pierrick Legrand, Vincent Corretja, Marie Pommier
Sea Target Classification Based on An A Priori Motion Model. EUSIPCO (2020)
Samy Labsir, Audrey Giremus, Guillaume Bourmaud, Brice Yver, Thomas Benoudiba-Campanini
Tracking a Cluster of Space Debris in Low Orbit by Filtering on Lie Groups. ICASSP (2019)
Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, François Caron
A Bayesian Nonparametric Model for Unsupervised Joint Segmentation of a Collection of Images. IEEE Access 7 (2019)
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
Variance component analysis to assess protein quantification in biomarker validation: application to selected reaction monitoring-mass spectrometry. BMC Bioinform. 19 (1) (2018)
Vincent Picaud, Jean-François Giovannelli, Caroline Truntzer, Jean-Philippe Charrier, Audrey Giremus, Pierre Grangeat, Catherine Mercier
Linear MALDI-ToF simultaneous spectrum deconvolution and baseline removal. BMC Bioinform. 19 (1) (2018)
Guillaume Ferré, Audrey Giremus
LoRa Physical Layer Principle and Performance Analysis. ICECS (2018)
Leo Legrand, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
Generative Model and Associated Metric for Coordinated-Motion Target Groups. ICASSP (2018)
Leo Legrand, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph, Clement Magnant
A Hierarchical LMB/PHD Filter for Multiple Groups of Targets with Coordinated Motions. FUSION (2018)
Leo Legrand, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
Bernoulli filter based algorithm for joint target tracking and classification in a cluttered environment. ICASSP (2017)
Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, Jean-François Giovannelli
A generalized Swendsen-Wang algorithm for Bayesian nonparametric joint segmentation of multiple images. ICASSP (2017)
Leo Legrand, Éric Grivel, Audrey Giremus
Jeffrey's divergence between autoregressive moving-average processes. EUSIPCO (2017)
Noura Dridi, Audrey Giremus, Jean-François Giovannelli, Caroline Truntzer, Melita Hadzagic, Jean-Philippe Charrier, Laurent Gerfault, Patrick Ducoroy, Bruno Lacroix, Pierre Grangeat, Pascal Roy
Bayesian inference for biomarker discovery in proteomics: an analytic solution. EURASIP J. Bioinform. Syst. Biol. 2017 (2017)
Jessica Sodjo, Audrey Giremus, François Caron, Jean-François Giovannelli, Nicolas Dobigeon
Joint segmentation of multiple images with shared classes: A Bayesian nonparametrics approach. SSP (2016)
Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
From Intrinsic Optimization to Iterated Extended Kalman Filtering on Lie Groups. J. Math. Imaging Vis. 55 (3) (2016)
Audrey Giremus, Vincent Pereira
A Bayesian non parametric time-switching autoregressive model for multipath errors in GPS navigation. SAM (2016)
Clément Magnant, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
Bayesian non-parametric methods for dynamic state-noise covariance matrix estimation: Application to target tracking. Signal Process. 127 (2016)
Clement Magnant, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
Dirichlet-process-mixture-based Bayesian nonparametric method for Markov switching process estimation. EUSIPCO (2015)
Clement Magnant, Audrey Giremus, Éric Grivel
On Computing Jeffrey's Divergence Between Time-Varying Autoregressive Models. IEEE Signal Process. Lett. 22 (7) (2015)
Clement Magnant, Éric Grivel, Audrey Giremus, Bernard Joseph, Laurent Ratton
Jeffrey's divergence for state-space model comparison. Signal Process. 114 (2015)
Guillaume Bourmaud, Rémi Mégret, Marc Arnaudon, Audrey Giremus
Continuous-Discrete Extended Kalman Filter on Matrix Lie Groups Using Concentrated Gaussian Distributions. J. Math. Imaging Vis. 51 (1) (2015)
Clement Magnant, Éric Grivel, Audrey Giremus, Laurent Ratton, Bernard Joseph
Classifying autoregressive models using dissimilarity measures: A comparative study. EUSIPCO (2015)
Guillaume Bourmaud, Audrey Giremus
Robust Wearable Camera Localization as a Target Tracking Problem on SE(3). BMVC (2015)
Roxana-Gabriela Rosu, Jean-François Giovannelli, Audrey Giremus, Cornelia Paula Vacar
Potts model parameter estimation in Bayesian segmentation of piecewise constant images. ICASSP (2015)
Clement Magnant, Audrey Giremus, Éric Grivel, Laurent Ratton, Bernard Joseph
Joint tracking and classification based on kinematic and target extent measurements. FUSION (2015)
Pascal Szacherski, Jean-François Giovannelli, Laurent Gerfault, Pierre Mahé, Jean-Philippe Charrier, Audrey Giremus, Bruno Lacroix, Pierre Grangeat
Classification of Proteomic MS Data as Bayesian Solution of an Inverse Problem. IEEE Access 2 (2014)
Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
Global Motion Estimation from Relative Measurements in the Presence of Outliers. ACCV (5) (2014)
Chao Lin, Georg Kail, Audrey Giremus, Corinne Mailhes, Jean-Yves Tourneret, Franz Hlawatsch
Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter. Signal Process. 104 (2014)
Vincent Pereira, Guillaume Ferré, Audrey Giremus, Éric Grivel
Relevance of Dirichlet process mixtures for modeling interferences in underlay cognitive radio. EUSIPCO (2014)
Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
Global motion estimation from relative measurements using iterated extended Kalman filter on matrix LIE groups. ICIP (2014)
Noura Dridi, Audrey Giremus, Jean-François Giovannelli, Caroline Truntzer, Pascal Roy, L. Gerfaut, Jean-Philippe Charrier, Patrick Ducoroy, Catherine Mercier, Pierre Grangeat
Variable selection for noisy data applied in proteomics. ICASSP (2014)
Jean-François Giovannelli, Audrey Giremus
Bayesian noise model selection and system identification based on approximation of the evidence. SSP (2014)
F. Adjed, Jean-François Giovannelli, Audrey Giremus, Noura Dridi, Pascal Szacherski
Variable selection for a mixed population applied in proteomics. ICASSP (2013)
Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
Discrete Extended Kalman Filter on Lie groups. EUSIPCO (2013)
Vincent Pereira, Audrey Giremus, Asma Rabaoui, Éric Grivel
Online EM estimation of the Dirichlet process mixtures scale parameter to model the GPS multipath error. ICASSP (2013)
Clement Magnant, Audrey Giremus, Éric Grivel
Jeffreys divergence between state models: Application to target tracking using multiple models. EUSIPCO (2013)
Pascal Szacherski, Jean-François Giovannelli, Laurent Gerfault, Audrey Giremus, Pierre Grangeat
Robust MS serum sample classification in proteomics by the use of inverse problems. GENSiPS (2012)
Vincent Pereira, Audrey Giremus, Éric Grivel
A Boltzmann machine to model the multipath environment for particle filtering based GPS navigation. EUSIPCO (2012)
Chao Lin, Audrey Giremus, Corinne Mailhes, Jean-Yves Tourneret
Beat-to-beat P and T wave delineation in ECG signals using a marginalized particle filter. EUSIPCO (2012)
Vincent Pereira, Audrey Giremus, Éric Grivel
Modeling of Multipath Environment Using Copulas for Particle Filtering Based GPS Navigation. IEEE Signal Process. Lett. 19 (6) (2012)
Laure Buhry, Filippo Grassia, Audrey Giremus, Éric Grivel, Sylvie Renaud, Sylvain Saïghi
Automated Parameter Estimation of the Hodgkin-Huxley Model Using the Differential Evolution Algorithm: Application to Neuromimetic Analog Integrated Circuits. Neural Comput. 23 (10) (2011)
Frederic Faurie, Audrey Giremus
Bayesian detection of interference in satellite navigation systems. ICASSP (2011)
Audrey Giremus, Éric Grivel, Julie Grolleau, Mohamed Najim
A Rao-Blackwellized Particle Filter for Joint Channel/Symbol Estimation in MC-DS-CDMA Systems. IEEE Trans. Commun. 58 (8) (2010)
Frederic Faurie, Audrey Giremus
Combining generalized likelihood ratio and M-estimation for the detection/compensation of GPS measurement biases. ICASSP (2010)
Audrey Giremus, Jean-Yves Tourneret, Arnaud Doucet
A Fixed-Lag Particle Filter for the Joint Detection/Compensation of Interference Effects in GPS Navigation. IEEE Trans. Signal Process. 58 (12) (2010)
Frederic Faurie, Audrey Giremus, Éric Grivel
Fault detection combining interacting multiple model and multiple solution separation for aviation satellite navigation system. ICASSP (2009)
Audrey Giremus, Éric Grivel, Francis Castanie
Is H∞ filtering relevant for correlated noises in GPS navigation? DPS (2009)
Jose M. Huerta, Josep Vidal, Audrey Giremus, Jean-Yves Tourneret
Joint Particle Filter and UKF Position Tracking in Severe Non-Line-of-Sight Situations. IEEE J. Sel. Top. Signal Process. 3 (5) (2009)
Guillaume Ferré, Audrey Giremus, Éric Grivel
Small-group learning projects to make signal processing more appealing: From speech processing to OFDMA synchronization. ICASSP (2009)
Laure Buhry, Audrey Giremus, Éric Grivel, Sylvain Saïghi, Sylvie Renaud
New variants of the differential evolution algorithm: Application for neuroscientists. EUSIPCO (2009)
Audrey Giremus, Julie Grolleau
An Unscented Kalman filter based maximum likelihood ratio for NLOS bias detection in UMTS localization. EUSIPCO (2008)
Mariana Spangenberg, Audrey Giremus, Philippe Poiré, Jean-Yves Tourneret
Multipath Estimation in the Global Positioning System for Multicorrelator Receivers. ICASSP (3) (2007)
Julie Grolleau, Audrey Giremus, Éric Grivel
Cross-Coupled Rao-Blackwellized Particle and Kalman Filters for the Joint Symbol-Channel Estimation in MC-DS-CDMA Systems. MCSS (2007)
Audrey Giremus, Jean-Yves Tourneret, Vincent Calmettes
A Particle Filtering Approach for Joint Detection/Estimation of Multipath Effects on GPS Measurements. IEEE Trans. Signal Process. 55 (4) (2007)
Audrey Giremus, Jean-Yves Tourneret
Controlling particle filter regularization for GPS/INS hybridization. EUSIPCO (2006)
Audrey Giremus, Jean-Yves Tourneret
Joint detection/estimation of multipath effects for the Global Positioning System. ICASSP (4) (2005)
Audrey Giremus, Arnaud Doucet, Anne-Christine Escher, Jean-Yves Tourneret
Nonlinear filtering approaches for INS/GPS integration. EUSIPCO (2004)
Audrey Giremus, Arnaud Doucet, Vincent Calmettes, Jean-Yves Tourneret
A Rao-Blackwellized particle filter for INS/GPS integration. ICASSP (3) (2004)